Ziwei Liu

According to our database, Ziwei Liu authored at least 328 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Fast-Vid2Vid++: Spatial-Temporal Distillation for Real-Time Video-to-Video Synthesis.

Long Zhuo, Guangcong Wang, Shikai Li, Wayne Wu, Ziwei Liu

IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

Class-Incremental Learning: A Survey.

Da-Wei Zhou, Qi-Wei Wang, Zhi-Hong Qi, Han-Jia Ye, De-Chuan Zhan, Ziwei Liu

IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

Pair Then Relation: Pair-Net for Panoptic Scene Graph Generation.

Jinghao Wang, Zhengyu Wen, Xiangtai Li, Zujin Guo, Jingkang Yang, Ziwei Liu

IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

Transformer-Based Visual Segmentation: A Survey.

Xiangtai Li, Henghui Ding, Haobo Yuan, Wenwei Zhang, Jiangmiao Pang, Guangliang Cheng, Kai Chen, Ziwei Liu, Chen Change Loy

IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

Playing for 3D Human Recovery.

Zhongang Cai, Mingyuan Zhang, Jiawei Ren, Chen Wei, Daxuan Ren, Zhengyu Lin, Haiyu Zhao, Lei Yang, Chen Change Loy, Ziwei Liu

IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

Generalized Out-of-Distribution Detection: A Survey.

Jingkang Yang, Kaiyang Zhou, Yixuan Li, Ziwei Liu

Int. J. Comput. Vis., December, 2024

PERF: Panoramic Neural Radiance Field From a Single Panorama.

Guangcong Wang, Peng Wang, Zhaoxi Chen, Wenping Wang, Chen Change Loy, Ziwei Liu

IEEE Trans. Pattern Anal. Mach. Intell., October, 2024

Exploring Point-BEV Fusion for 3D Point Cloud Object Tracking With Transformer.

Zhipeng Luo, Changqing Zhou, Liang Pan, Gongjie Zhang, Tianrui Liu, Yueru Luo, Haiyu Zhao, Ziwei Liu, Shijian Lu

IEEE Trans. Pattern Anal. Mach. Intell., September, 2024

Detecting and Grounding Multi-Modal Media Manipulation and Beyond.

Rui Shao, Tianxing Wu, Jianlong Wu, Liqiang Nie, Ziwei Liu

IEEE Trans. Pattern Anal. Mach. Intell., August, 2024

ReliTalk: Relightable Talking Portrait Generation from a Single Video.

Haonan Qiu, Zhaoxi Chen, Yuming Jiang, Hang Zhou, Xiangyu Fan, Lei Yang, Wayne Wu, Ziwei Liu

Int. J. Comput. Vis., August, 2024

MotionDiffuse: Text-Driven Human Motion Generation With Diffusion Model.

Mingyuan Zhang, Zhongang Cai, Liang Pan, Fangzhou Hong, Xinying Guo, Lei Yang, Ziwei Liu

IEEE Trans. Pattern Anal. Mach. Intell., June, 2024

Talk-to-Edit: Fine-Grained 2D and 3D Facial Editing via Dialog.

Yuming Jiang, Ziqi Huang, Tianxing Wu, Xingang Pan, Chen Change Loy, Ziwei Liu

IEEE Trans. Pattern Anal. Mach. Intell., May, 2024

Unified 3D and 4D Panoptic Segmentation via Dynamic Shifting Networks.

Fangzhou Hong, Lingdong Kong, Hui Zhou, Xinge Zhu, Hongsheng Li, Ziwei Liu

IEEE Trans. Pattern Anal. Mach. Intell., May, 2024

Exploiting Hierarchical Interactions for Protein Surface Learning.

Yiqun Lin, Liang Pan, Yi Li, Ziwei Liu, Xiaomeng Li

IEEE J. Biomed. Health Informatics, April, 2024

Guest Editorial: Special Issue on the Promises and Dangers of Large Vision Models.

Kaiyang Zhou, Ziwei Liu, Xiaohua Zhai, Chunyuan Li, Kate Saenko

Int. J. Comput. Vis., April, 2024

Open Long-Tailed Recognition in a Dynamic World.

Ziwei Liu, Zhongqi Miao, Xiaohang Zhan, Jiayun Wang, Boqing Gong, Stella X. Yu

IEEE Trans. Pattern Anal. Mach. Intell., March, 2024

Robust Partial-to-Partial Point Cloud Registration in a Full Range.

Liang Pan, Zhongang Cai, Ziwei Liu

IEEE Robotics Autom. Lett., 2024

High-Fidelity Virtual Try-on with Large-Scale Unpaired Learning.

Han Yang, Yanlong Zang, Ziwei Liu

CoRR, 2024

FasterCache: Training-Free Video Diffusion Model Acceleration with High Quality.

Zhengyao Lv, Chenyang Si, Junhao Song, Zhenyu Yang, Yu Qiao, Ziwei Liu, Kwan-Yee K. Wong

CoRR, 2024

DynamicCity: Large-Scale LiDAR Generation from Dynamic Scenes.

Hengwei Bian, Lingdong Kong, Haozhe Xie, Liang Pan, Yu Qiao, Ziwei Liu

CoRR, 2024

VistaDream: Sampling multiview consistent images for single-view scene reconstruction.

Haiping Wang, Yuan Liu, Ziwei Liu, Wenping Wang, Zhen Dong, Bisheng Yang

CoRR, 2024

AvatarGO: Zero-shot 4D Human-Object Interaction Generation and Animation.

Yukang Cao, Liang Pan, Kai Han, Kwan-Yee K. Wong, Ziwei Liu

CoRR, 2024

EgoLM: Multi-Modal Language Model of Egocentric Motions.

Fangzhou Hong, Vladimir Guzov, Hyo Jin Kim, Yuting Ye, Richard A. Newcombe, Ziwei Liu, Lingni Ma

CoRR, 2024

Disco4D: Disentangled 4D Human Generation and Animation from a Single Image.

Hui En Pang, Shuai Liu, Zhongang Cai, Lei Yang, Tianwei Zhang, Ziwei Liu

CoRR, 2024

Oryx MLLM: On-Demand Spatial-Temporal Understanding at Arbitrary Resolution.

Zuyan Liu, Yuhao Dong, Ziwei Liu, Winston Hu, Jiwen Lu, Yongming Rao

CoRR, 2024

3DTopia-XL: Scaling High-quality 3D Asset Generation via Primitive Diffusion.

Zhaoxi Chen, Jiaxiang Tang, Yuhao Dong, Ziang Cao, Fangzhou Hong, Yushi Lan, Tengfei Wang, Haozhe Xie, Tong Wu, Shunsuke Saito, Liang Pan, Dahua Lin, Ziwei Liu

CoRR, 2024

Phidias: A Generative Model for Creating 3D Content from Text, Image, and 3D Conditions with Reference-Augmented Diffusion.

Zhenwei Wang, Tengfei Wang, Zexin He, Gerhard Hancke, Ziwei Liu, Rynson W. H. Lau

CoRR, 2024

LayerPano3D: Layered 3D Panorama for Hyper-Immersive Scene Generation.

Shuai Yang, Jing Tan, Mengchen Zhang, Tong Wu, Yixuan Li, Gordon Wetzstein, Ziwei Liu, Dahua Lin

CoRR, 2024

LLaVA-OneVision: Easy Visual Task Transfer.

Bo Li, Yuanhan Zhang, Dong Guo, Renrui Zhang, Feng Li, Hao Zhang, Kaichen Zhang, Yanwei Li, Ziwei Liu, Chunyuan Li

CoRR, 2024

Generalized Out-of-Distribution Detection and Beyond in Vision Language Model Era: A Survey.

Atsuyuki Miyai, Jingkang Yang, Jingyang Zhang, Yifei Ming, Yueqian Lin, Qing Yu, Go Irie, Shafiq Joty, Yixuan Li, Hai Li, Ziwei Liu, Toshihiko Yamasaki, Kiyoharu Aizawa

CoRR, 2024

Point Transformer V3 Extreme: 1st Place Solution for 2024 Waymo Open Dataset Challenge in Semantic Segmentation.

Xiaoyang Wu, Xiang Xu, Lingdong Kong, Liang Pan, Ziwei Liu, Tong He, Wanli Ouyang, Hengshuang Zhao

CoRR, 2024

LMMs-Eval: Reality Check on the Evaluation of Large Multimodal Models.

Kaichen Zhang, Bo Li, Peiyuan Zhang, Fanyi Pu, Joshua Adrian Cahyono, Kairui Hu, Shuai Liu, Yuanhan Zhang, Jingkang Yang, Chunyuan Li, Ziwei Liu

CoRR, 2024

VEnhancer: Generative Space-Time Enhancement for Video Generation.

Jingwen He, Tianfan Xue, Dongyang Liu, Xinqi Lin, Peng Gao, Dahua Lin, Yu Qiao, Wanli Ouyang, Ziwei Liu

CoRR, 2024

CrowdMoGen: Zero-Shot Text-Driven Collective Motion Generation.

Xinying Guo, Mingyuan Zhang, Haozhe Xie, Chenyang Gu, Ziwei Liu

CoRR, 2024

WildAvatar: Web-scale In-the-wild Video Dataset for 3D Avatar Creation.

Zihao Huang, Shoukang Hu, Guangcong Wang, Tianqi Liu, Yuhang Zang, Zhiguo Cao, Wei Li, Ziwei Liu

CoRR, 2024

Lumina-Next: Making Lumina-T2X Stronger and Faster with Next-DiT.

Le Zhuo, Ruoyi Du, Han Xiao, Yangguang Li, Dongyang Liu, Rongjie Huang, Wenze Liu, Lirui Zhao, Fu-Yun Wang, Zhanyu Ma, Xu Luo, Zehan Wang, Kaipeng Zhang, Xiangyang Zhu, Si Liu, Xiangyu Yue, Dingning Liu, Wanli Ouyang, Ziwei Liu, Yu Qiao, Hongsheng Li, Peng Gao

CoRR, 2024

FreeTraj: Tuning-Free Trajectory Control in Video Diffusion Models.

Haonan Qiu, Zhaoxi Chen, Zhouxia Wang, Yingqing He, Menghan Xia, Ziwei Liu

CoRR, 2024

Long Context Transfer from Language to Vision.

Peiyuan Zhang, Kaichen Zhang, Bo Li, Guangtao Zeng, Jingkang Yang, Yuanhan Zhang, Ziyue Wang, Haoran Tan, Chunyuan Li, Ziwei Liu

CoRR, 2024

GaussianCity: Generative Gaussian Splatting for Unbounded 3D City Generation.

Haozhe Xie, Zhaoxi Chen, Fangzhou Hong, Ziwei Liu

CoRR, 2024

Benchmarking and Improving Bird's Eye View Perception Robustness in Autonomous Driving.

Shaoyuan Xie, Lingdong Kong, Wenwei Zhang, Jiawei Ren, Liang Pan, Kai Chen, Ziwei Liu

CoRR, 2024

Fast Generalizable Gaussian Splatting Reconstruction from Multi-View Stereo.

Tianqi Liu, Guangcong Wang, Shoukang Hu, Li Shen, Xinyi Ye, Yuhang Zang, Zhiguo Cao, Wei Li, Ziwei Liu

CoRR, 2024

The RoboDrive Challenge: Drive Anytime Anywhere in Any Condition.

Lingdong Kong, Shaoyuan Xie, Hanjiang Hu, Yaru Niu, Wei Tsang Ooi, Benoit R. Cottereau, Lai Xing Ng, Yuexin Ma, Wenwei Zhang, Liang Pan, Kai Chen, Ziwei Liu, Weichao Qiu, Wei Zhang, Xu Cao, Hao Lu, Ying-Cong Chen, Caixin Kang, Xinning Zhou, Chengyang Ying, Wentao Shang, Xingwei Wang, Yinpeng Dong, Bo Yang, Shengyin Jiang, Zeliang Ma, Dengyi Ji, Haiwen Li, Xingliang Huang, Yu Tian, Genghua Kou, Fan Jia, Yingfei Liu, Tiancai Wang, Ying Li, Xiaoshuai Hao, Yifan Yang, Hui Zhang, Mengchuan Wei, Yi Zhou, Haimei Zhao, Jing Zhang, Jinke Li, Xiao He, Xiaoqiang Cheng, Bingyang Zhang, Lirong Zhao, Dianlei Ding, Fangsheng Liu, Yixiang Yan, Hongming Wang, Nanfei Ye, Lun Luo, Yubo Tian, Yiwei Zuo, Zhe Cao, Yi Ren, Yunfan Li, Wenjie Liu, Xun Wu, Yifan Mao, Ming Li, Jian Liu, Jiayang Liu, Zihan Qin, Cunxi Chu, Jialei Xu, Wenbo Zhao, Junjun Jiang, Xianming Liu, Ziyan Wang, Chiwei Li, Shilong Li, Chendong Yuan, Songyue Yang, Wentao Liu, Peng Chen, Bin Zhou, Yubo Wang, Chi Zhang, Jianhang Sun, Hai Chen, Xiao Yang, Lizhong Wang, Dongyi Fu, Yongchun Lin, Huitong Yang, Haoang Li, Yadan Luo, Xianjing Cheng, Yong Xu

CoRR, 2024

DiffTF++: 3D-aware Diffusion Transformer for Large-Vocabulary 3D Generation.

Ziang Cao, Fangzhou Hong, Tong Wu, Liang Pan, Ziwei Liu

CoRR, 2024

Multi-Modal Data-Efficient 3D Scene Understanding for Autonomous Driving.

Lingdong Kong, Xiang Xu, Jiawei Ren, Wenwei Zhang, Liang Pan, Kai Chen, Wei Tsang Ooi, Ziwei Liu

CoRR, 2024

WorldQA: Multimodal World Knowledge in Videos through Long-Chain Reasoning.

Yuanhan Zhang, Kaichen Zhang, Bo Li, Fanyi Pu, Christopher Arif Setiadharma, Jingkang Yang, Ziwei Liu

CoRR, 2024

Make-it-Real: Unleashing Large Multimodal Model's Ability for Painting 3D Objects with Realistic Materials.

Ye Fang, Zeyi Sun, Tong Wu, Jiaqi Wang, Ziwei Liu, Gordon Wetzstein, Dahua Lin

CoRR, 2024

MMInA: Benchmarking Multihop Multimodal Internet Agents.

Ziniu Zhang, Shulin Tian, Liangyu Chen, Ziwei Liu

CoRR, 2024

Move Anything with Layered Scene Diffusion.

Jiawei Ren, Mengmeng Xu, Jui-Chieh Wu, Ziwei Liu, Tao Xiang, Antoine Toisoul

CoRR, 2024

FashionEngine: Interactive Generation and Editing of 3D Clothed Humans.

Tao Hu, Fangzhou Hong, Zhaoxi Chen, Ziwei Liu

CoRR, 2024

Large Motion Model for Unified Multi-Modal Motion Generation.

Mingyuan Zhang, Daisheng Jin, Chenyang Gu, Fangzhou Hong, Zhongang Cai, Jingfang Huang, Chongzhi Zhang, Xinying Guo, Lei Yang, Ying He, Ziwei Liu

CoRR, 2024

SurMo: Surface-based 4D Motion Modeling for Dynamic Human Rendering.

Tao Hu, Fangzhou Hong, Ziwei Liu

CoRR, 2024

Unsolvable Problem Detection: Evaluating Trustworthiness of Vision Language Models.

Atsuyuki Miyai, Jingkang Yang, Jingyang Zhang, Yifei Ming, Qing Yu, Go Irie, Yixuan Li, Hai Li, Ziwei Liu, Kiyoharu Aizawa

CoRR, 2024

Calib3D: Calibrating Model Preferences for Reliable 3D Scene Understanding.

Lingdong Kong, Xiang Xu, Jun Cen, Wenwei Zhang, Liang Pan, Kai Chen, Ziwei Liu

CoRR, 2024

InTeX: Interactive Text-to-texture Synthesis via Unified Depth-aware Inpainting.

Jiaxiang Tang, Ruijie Lu, Xiaokang Chen, Xiang Wen, Gang Zeng, Ziwei Liu

CoRR, 2024

3DTopia: Large Text-to-3D Generation Model with Hybrid Diffusion Priors.

Fangzhou Hong, Jiaxiang Tang, Ziang Cao, Min Shi, Tong Wu, Zhaoxi Chen, Tengfei Wang, Liang Pan, Dahua Lin, Ziwei Liu

CoRR, 2024

A Comprehensive Survey on 3D Content Generation.

Jian Liu, Xiaoshui Huang, Tianyu Huang, Lu Chen, Yuenan Hou, Shixiang Tang, Ziwei Liu, Wanli Ouyang, Wangmeng Zuo, Junjun Jiang, Xianming Liu

CoRR, 2024

Multi-scale 2D Temporal Map Diffusion Models for Natural Language Video Localization.

Chongzhi Zhang, Mingyuan Zhang, Zhiyang Teng, Jiayi Li, Xizhou Zhu, Lewei Lu, Ziwei Liu, Aixin Sun

CoRR, 2024

Latte: Latent Diffusion Transformer for Video Generation.

Xin Ma, Yaohui Wang, Gengyun Jia, Xinyuan Chen, Ziwei Liu, Yuan-Fang Li, Cunjian Chen, Yu Qiao

CoRR, 2024

ReVersion: Diffusion-Based Relation Inversion from Images.

Ziqi Huang, Tianxing Wu, Yuming Jiang, Kelvin C. K. Chan, Ziwei Liu

Proceedings of the SIGGRAPH Asia 2024 Conference Papers, 2024

TALK-Act: Enhance Textural-Awareness for 2D Speaking Avatar Reenactment with Diffusion Model.

Jiazhi Guan, Quanwei Yang, Kaisiyuan Wang, Hang Zhou, Shengyi He, Zhiliang Xu, Haocheng Feng, Errui Ding, Jingdong Wang, Hongtao Xie, Youjian Zhao, Ziwei Liu

Proceedings of the SIGGRAPH Asia 2024 Conference Papers, 2024

ThemeStation: Generating Theme-Aware 3D Assets from Few Exemplars.

Zhenwei Wang, Tengfei Wang, Gerhard P. Hancke, Ziwei Liu, Rynson W. H. Lau

Proceedings of the ACM SIGGRAPH 2024 Conference Papers, 2024

MMHead: Towards Fine-grained Multi-modal 3D Facial Animation.

Sijing Wu, Yunhao Li, Yichao Yan, Huiyu Duan, Ziwei Liu, Guangtao Zhai

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

InternVid: A Large-scale Video-Text Dataset for Multimodal Understanding and Generation.

Yi Wang, Yinan He, Yizhuo Li, Kunchang Li, Jiashuo Yu, Xin Ma, Xinhao Li, Guo Chen, Xinyuan Chen, Yaohui Wang, Ping Luo, Ziwei Liu, Yali Wang, Limin Wang, Yu Qiao

Proceedings of the Twelfth International Conference on Learning Representations, 2024

DreamGaussian: Generative Gaussian Splatting for Efficient 3D Content Creation.

Jiaxiang Tang, Jiawei Ren, Hang Zhou, Ziwei Liu, Gang Zeng

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Duolando: Follower GPT with Off-Policy Reinforcement Learning for Dance Accompaniment.

Li Siyao, Tianpei Gu, Zhitao Yang, Zhengyu Lin, Ziwei Liu, Henghui Ding, Lei Yang, Chen Change Loy

Proceedings of the Twelfth International Conference on Learning Representations, 2024

FreeNoise: Tuning-Free Longer Video Diffusion via Noise Rescheduling.

Haonan Qiu, Menghan Xia, Yong Zhang, Yingqing He, Xintao Wang, Ying Shan, Ziwei Liu

Proceedings of the Twelfth International Conference on Learning Representations, 2024

HyperHuman: Hyper-Realistic Human Generation with Latent Structural Diffusion.

Xian Liu, Jian Ren, Aliaksandr Siarohin, Ivan Skorokhodov, Yanyu Li, Dahua Lin, Xihui Liu, Ziwei Liu, Sergey Tulyakov

Proceedings of the Twelfth International Conference on Learning Representations, 2024

SEINE: Short-to-Long Video Diffusion Model for Generative Transition and Prediction.

Xinyuan Chen, Yaohui Wang, Lingjun Zhang, Shaobin Zhuang, Xin Ma, Jiashuo Yu, Yali Wang, Dahua Lin, Yu Qiao, Ziwei Liu

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Large-Vocabulary 3D Diffusion Model with Transformer.

Ziang Cao, Fangzhou Hong, Tong Wu, Liang Pan, Ziwei Liu

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Omni6D: Large-Vocabulary 3D Object Dataset for Category-Level 6D Object Pose Estimation.

Mengchen Zhang, Tong Wu, Tai Wang, Tengfei Wang, Ziwei Liu, Dahua Lin

Proceedings of the Computer Vision - ECCV 2024, 2024

Large Motion Model for Unified Multi-modal Motion Generation.

Mingyuan Zhang, Daisheng Jin, Chenyang Gu, Fangzhou Hong, Zhongang Cai, Jingfang Huang, Chongzhi Zhang, Xinying Guo, Lei Yang, Ying He, Ziwei Liu

Proceedings of the Computer Vision - ECCV 2024, 2024

WHAC: World-Grounded Humans and Cameras.

Wanqi Yin, Zhongang Cai, Ruisi Wang, Fanzhou Wang, Chen Wei, Haiyi Mei, Weiye Xiao, Zhitao Yang, Qingping Sun, Atsushi Yamashita, Ziwei Liu, Lei Yang

Proceedings of the Computer Vision - ECCV 2024, 2024

Deep Nets with Subsampling Layers Unwittingly Discard Useful Activations at Test-Time.

Chiao-An Yang, Ziwei Liu, Raymond A. Yeh

Proceedings of the Computer Vision - ECCV 2024, 2024

Octopus: Embodied Vision-Language Programmer from Environmental Feedback.

Jingkang Yang, Yuhao Dong, Shuai Liu, Bo Li, Ziyue Wang, Haoran Tan, Chencheng Jiang, Jiamu Kang, Yuanhan Zhang, Kaiyang Zhou, Ziwei Liu

Proceedings of the Computer Vision - ECCV 2024, 2024

4D Contrastive Superflows are Dense 3D Representation Learners.

Xiang Xu, Lingdong Kong, Hui Shuai, Wenwei Zhang, Liang Pan, Kai Chen, Ziwei Liu, Qingshan Liu

Proceedings of the Computer Vision - ECCV 2024, 2024

[inline-graphic not available: see fulltext] FunQA: Towards Surprising Video Comprehension.

Binzhu Xie, Sicheng Zhang, Zitang Zhou, Bo Li, Yuanhan Zhang, Jack Hessel, Jingkang Yang, Ziwei Liu

Proceedings of the Computer Vision - ECCV 2024, 2024

FreeInit: Bridging Initialization Gap in Video Diffusion Models.

Tianxing Wu, Chenyang Si, Yuming Jiang, Ziqi Huang, Ziwei Liu

Proceedings of the Computer Vision - ECCV 2024, 2024

LGM: Large Multi-view Gaussian Model for High-Resolution 3D Content Creation.

Jiaxiang Tang, Zhaoxi Chen, Xiaokang Chen, Tengfei Wang, Gang Zeng, Ziwei Liu

Proceedings of the Computer Vision - ECCV 2024, 2024

Nymeria: A Massive Collection of Multimodal Egocentric Daily Motion in the Wild.

Lingni Ma, Yuting Ye, Fangzhou Hong, Vladimir Guzov, Yifeng Jiang, Rowan Postyeni, Luis Pesqueira, Alexander Gamino, Vijay Baiyya, Hyo Jin Kim, Kevin Bailey, David Soriano Fosas, C. Karen Liu, Ziwei Liu, Jakob Engel, Renzo De Nardi, Richard A. Newcombe

Proceedings of the Computer Vision - ECCV 2024, 2024

MVSGaussian: Fast Generalizable Gaussian Splatting Reconstruction from Multi-View Stereo.

Tianqi Liu, Guangcong Wang, Shoukang Hu, Liao Shen, Xinyi Ye, Yuhang Zang, Zhiguo Cao, Wei Li, Ziwei Liu

Proceedings of the Computer Vision - ECCV 2024, 2024

MMBench: Is Your Multi-modal Model an All-Around Player?

Yuan Liu, Haodong Duan, Yuanhan Zhang, Bo Li, Songyang Zhang, Wangbo Zhao, Yike Yuan, Jiaqi Wang, Conghui He, Ziwei Liu, Kai Chen, Dahua Lin

Proceedings of the Computer Vision - ECCV 2024, 2024

GroupDiff: Diffusion-Based Group Portrait Editing.

Yuming Jiang, Nanxuan Zhao, Qing Liu, Krishna Kumar Singh, Shuai Yang, Chen Change Loy, Ziwei Liu

Proceedings of the Computer Vision - ECCV 2024, 2024

StructLDM: Structured Latent Diffusion for 3D Human Generation.

Tao Hu, Fangzhou Hong, Ziwei Liu

Proceedings of the Computer Vision - ECCV 2024, 2024

ReSyncer: Rewiring Style-Based Generator for Unified Audio-Visually Synced Facial Performer.

Jiazhi Guan, Zhiliang Xu, Hang Zhou, Kaisiyuan Wang, Shengyi He, Zhanwang Zhang, Borong Liang, Haocheng Feng, Errui Ding, Jingtuo Liu, Jingdong Wang, Youjian Zhao, Ziwei Liu

Proceedings of the Computer Vision - ECCV 2024, 2024

ComboVerse: Compositional 3D Assets Creation Using Spatially-Aware Diffusion Guidance.

Yongwei Chen, Tengfei Wang, Tong Wu, Xingang Pan, Kui Jia, Ziwei Liu

Proceedings of the Computer Vision - ECCV 2024, 2024

TC4D: Trajectory-Conditioned Text-to-4D Generation.

Sherwin Bahmani, Xian Liu, Wang Yifan, Ivan Skorokhodov, Victor Rong, Ziwei Liu, Xihui Liu, Jeong Joon Park, Sergey Tulyakov, Gordon Wetzstein, Andrea Tagliasacchi, David B. Lindell

Proceedings of the Computer Vision - ECCV 2024, 2024

Vlogger: Make Your Dream A Vlog.

Shaobin Zhuang, Kunchang Li, Xinyuan Chen, Yaohui Wang, Ziwei Liu, Yu Qiao, Yali Wang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

InstructVideo: Instructing Video Diffusion Models with Human Feedback.

Hangjie Yuan, Shiwei Zhang, Xiang Wang, Yujie Wei, Tao Feng, Yining Pan, Yingya Zhang, Ziwei Liu, Samuel Albanie, Dong Ni

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Fresco: Spatial-Temporal Correspondence for Zero-Shot Video Translation.

Shuai Yang, Yifan Zhou, Ziwei Liu, Chen Change Loy

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

CityDreamer: Compositional Generative Model of Unbounded 3D Cities.

Haozhe Xie, Zhaoxi Chen, Fangzhou Hong, Ziwei Liu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

GPT-4V(ision) is a Human-Aligned Evaluator for Text-to-3D Generation.

Tong Wu, Guandao Yang, Zhibing Li, Kai Zhang, Ziwei Liu, Leonidas J. Guibas, Dahua Lin, Gordon Wetzstein

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Towards Language-Driven Video Inpainting via Multimodal Large Language Models.

Jianzong Wu, Xiangtai Li, Chenyang Si, Shangchen Zhou, Jingkang Yang, Jiangning Zhang, Yining Li, Kai Chen, Yunhai Tong, Ziwei Liu, Chen Change Loy

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

SinSR: Diffusion-Based Image Super-Resolution in a Single Step.

Yufei Wang, Wenhan Yang, Xinyuan Chen, Yaohui Wang, Lanqing Guo, Lap-Pui Chau, Ziwei Liu, Yu Qiao, Alex C. Kot, Bihan Wen

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

AiOS: All-in-One-Stage Expressive Human Pose and Shape Estimation.

Qingping Sun, Yanjun Wang, Ailing Zeng, Wanqi Yin, Chen Wei, Wenjia Wang, Haiyi Mei, Chi-Sing Leung, Ziwei Liu, Lei Yang, Zhongang Cai

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

FreeU: Free Lunch in Diffusion U-Net.

Chenyang Si, Ziqi Huang, Yuming Jiang, Ziwei Liu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Move Anything with Layered Scene Diffusion.

Jiawei Ren, Mengmeng Xu, Jui-Chieh Wu, Ziwei Liu, Tao Xiang, Antoine Toisoul

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

HumanGaussian: Text-Driven 3D Human Generation with Gaussian Splatting.

Xian Liu, Xiaohang Zhan, Jiaxiang Tang, Ying Shan, Gang Zeng, Dahua Lin, Xihui Liu, Ziwei Liu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Multi-Space Alignments Towards Universal LiDAR Segmentation.

Youquan Liu, Lingdong Kong, Xiaoyang Wu, Runnan Chen, Xin Li, Liang Pan, Ziwei Liu, Yuexin Ma

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

VBench: Comprehensive Benchmark Suite for Video Generative Models.

Ziqi Huang, Yinan He, Jiashuo Yu, Fan Zhang, Chenyang Si, Yuming Jiang, Yuanhan Zhang, Tianxing Wu, Qingyang Jin, Nattapol Chanpaisit, Yaohui Wang, Xinyuan Chen, Limin Wang, Dahua Lin, Yu Qiao, Ziwei Liu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Digital Life Project: Autonomous 3D Characters with Social Intelligence.

Zhongang Cai, Jianping Jiang, Zhongfei Qing, Xinying Guo, Mingyuan Zhang, Zhengyu Lin, Haiyi Mei, Chen Wei, Ruisi Wang, Wanqi Yin, Liang Pan, Xiangyu Fan, Han Du, Peng Gao, Zhitao Yang, Yang Gao, Jiaqi Li, Tianxiang Ren, Yukun Wei, Xiaogang Wang, Chen Change Loy, Lei Yang, Ziwei Liu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

URHand: Universal Relightable Hands.

Zhaoxi Chen, Gyeongsik Moon, Kaiwen Guo, Chen Cao, Stanislav Pidhorskyi, Tomas Simon, Rohan Joshi, Yuan Dong, Yichen Xu, Bernardo Pires, He Wen, Lucas Evans, Bo Peng, Julia Buffalini, Autumn Trimble, Kevyn McPhail, Melissa Schoeller, Shoou-I Yu, Javier Romero, Michael Zollhöfer, Yaser Sheikh, Ziwei Liu, Shunsuke Saito

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

VideoBooth: Diffusion-based Video Generation with Image Prompts.

Yuming Jiang, Tianxing Wu, Shuai Yang, Chenyang Si, Dahua Lin, Yu Qiao, Chen Change Loy, Ziwei Liu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Few-shot forgery detection via Guided Adversarial Interpolation.

Haonan Qiu, Siyu Chen, Bei Gan, Kun Wang, Huafeng Shi, Jing Shao, Ziwei Liu

Pattern Recognit., December, 2023

Bailando++: 3D Dance GPT With Choreographic Memory.

Li Siyao, Weijiang Yu, Tianpei Gu, Chunze Lin, Quan Wang, Chen Qian, Chen Change Loy, Ziwei Liu

IEEE Trans. Pattern Anal. Mach. Intell., December, 2023

SceneDreamer: Unbounded 3D Scene Generation From 2D Image Collections.

Zhaoxi Chen, Guangcong Wang, Ziwei Liu

IEEE Trans. Pattern Anal. Mach. Intell., December, 2023

Towards Real-World Visual Tracking With Temporal Contexts.

Ziang Cao, Ziyuan Huang, Liang Pan, Shiwei Zhang, Ziwei Liu, Changhong Fu

IEEE Trans. Pattern Anal. Mach. Intell., December, 2023

GP-UNIT: Generative Prior for Versatile Unsupervised Image-to-Image Translation.

Shuai Yang, Liming Jiang, Ziwei Liu, Chen Change Loy

IEEE Trans. Pattern Anal. Mach. Intell., October, 2023

Full-Spectrum Out-of-Distribution Detection.

Jingkang Yang, Kaiyang Zhou, Ziwei Liu

Int. J. Comput. Vis., October, 2023

Variational Relational Point Completion Network for Robust 3D Classification.

Liang Pan, Xinyi Chen, Zhongang Cai, Junzhe Zhang, Haiyu Zhao, Shuai Yi, Ziwei Liu

IEEE Trans. Pattern Anal. Mach. Intell., September, 2023

Semi-Supervised Domain Generalization with Stochastic StyleMatch.

Kaiyang Zhou, Chen Change Loy, Ziwei Liu

Int. J. Comput. Vis., September, 2023

Reference-Based Image and Video Super-Resolution via $C^{2}$-Matching.

Yuming Jiang, Kelvin C. K. Chan, Xintao Wang, Chen Change Loy, Ziwei Liu

IEEE Trans. Pattern Anal. Mach. Intell., July, 2023

Computation-Efficient Knowledge Distillation via Uncertainty-Aware Mixup.

Guodong Xu, Ziwei Liu, Chen Change Loy

Pattern Recognit., June, 2023

Lifting 2D Human Pose to 3D with Domain Adapted 3D Body Concept.

Qiang Nie, Ziwei Liu, Yunhui Liu

Int. J. Comput. Vis., May, 2023

Domain Generalization: A Survey.

Kaiyang Zhou, Ziwei Liu, Yu Qiao, Tao Xiang, Chen Change Loy

IEEE Trans. Pattern Anal. Mach. Intell., April, 2023

DreamGaussian4D: Generative 4D Gaussian Splatting.

Jiawei Ren, Liang Pan, Jiaxiang Tang, Chi Zhang, Ang Cao, Gang Zeng, Ziwei Liu

CoRR, 2023

Gemini vs GPT-4V: A Preliminary Comparison and Combination of Vision-Language Models Through Qualitative Cases.

Zhangyang Qi, Ye Fang, Mengchen Zhang, Zeyi Sun, Tong Wu, Ziwei Liu, Dahua Lin, Jiaqi Wang, Hengshuang Zhao

CoRR, 2023

GauHuman: Articulated Gaussian Splatting from Monocular Human Videos.

Shoukang Hu, Ziwei Liu

CoRR, 2023

OtterHD: A High-Resolution Multi-modality Model.

Bo Li, Peiyuan Zhang, Jingkang Yang, Yuanhan Zhang, Fanyi Pu, Ziwei Liu

CoRR, 2023

Multimodal Foundation Models for Zero-shot Animal Species Recognition in Camera Trap Images.

Zalan Fabian, Zhongqi Miao, Chunyuan Li, Yuanhan Zhang, Ziwei Liu, Andrés Hernández, Andrés Montes-Rojas, Rafael Escucha, Laura Siabatto, Andrés Link, Pablo Arbeláez, Rahul Dodhia, Juan Lavista Ferres

CoRR, 2023

SMPLer-X: Scaling Up Expressive Human Pose and Shape Estimation.

Zhongang Cai, Wanqi Yin, Ailing Zeng, Chen Wei, Qingping Sun, Yanjun Wang, Hui En Pang, Haiyi Mei, Mingyuan Zhang, Lei Zhang, Chen Change Loy, Lei Yang, Ziwei Liu

CoRR, 2023

LAVIE: High-Quality Video Generation with Cascaded Latent Diffusion Models.

Yaohui Wang, Xinyuan Chen, Xin Ma, Shangchen Zhou, Ziqi Huang, Yi Wang, Ceyuan Yang, Yinan He, Jiashuo Yu, Peiqing Yang, Yuwei Guo, Tianxing Wu, Chenyang Si, Yuming Jiang, Cunjian Chen, Chen Change Loy, Bo Dai, Dahua Lin, Yu Qiao, Ziwei Liu

CoRR, 2023

Robust Sequential DeepFake Detection.

Rui Shao, Tianxing Wu, Ziwei Liu

CoRR, 2023

MosaicFusion: Diffusion Models as Data Augmenters for Large Vocabulary Instance Segmentation.

Jiahao Xie, Wei Li, Xiangtai Li, Ziwei Liu, Yew Soon Ong, Chen Change Loy

CoRR, 2023

DeformToon3D: Deformable 3D Toonification from Neural Radiance Fields.

Junzhe Zhang, Yushi Lan, Shuai Yang, Fangzhou Hong, Quan Wang, Chai Kiat Yeo, Ziwei Liu, Chen Change Loy

CoRR, 2023

PointHPS: Cascaded 3D Human Pose and Shape Estimation from Point Clouds.

Zhongang Cai, Liang Pan, Chen Wei, Wanqi Yin, Fangzhou Hong, Mingyuan Zhang, Chen Change Loy, Lei Yang, Ziwei Liu

CoRR, 2023

HumanLiff: Layer-wise 3D Human Generation with Diffusion Model.

Shoukang Hu, Fangzhou Hong, Tao Hu, Liang Pan, Haiyi Mei, Weiye Xiao, Lei Yang, Ziwei Liu

CoRR, 2023

Temporally-Adaptive Models for Efficient Video Understanding.

Ziyuan Huang, Shiwei Zhang, Liang Pan, Zhiwu Qing, Yingya Zhang, Ziwei Liu, Marcelo H. Ang Jr.

CoRR, 2023

Benchmarking and Analyzing Generative Data for Visual Recognition.

Bo Li, Haotian Liu, Liangyu Chen, Yong Jae Lee, Chunyuan Li, Ziwei Liu

CoRR, 2023

DNA-Rendering: A Diverse Neural Actor Repository for High-Fidelity Human-centric Rendering.

Wei Cheng, Ruixiang Chen, Wanqi Yin, Siming Fan, Keyu Chen, Honglin He, Huiwen Luo, Zhongang Cai, Jingbo Wang, Yang Gao, Zhengming Yu, Zhengyu Lin, Daxuan Ren, Lei Yang, Ziwei Liu, Chen Change Loy, Chen Qian, Wayne Wu, Dahua Lin, Bo Dai, Kwan-Yee Lin

CoRR, 2023

InternVid: A Large-scale Video-Text Dataset for Multimodal Understanding and Generation.

Yi Wang, Yinan He, Yizhuo Li, Kunchang Li, Jiashuo Yu, Xin Ma, Xinyuan Chen, Yaohui Wang, Ping Luo, Ziwei Liu, Yali Wang, Limin Wang, Yu Qiao

CoRR, 2023

FunQA: Towards Surprising Video Comprehension.

Binzhu Xie, Sicheng Zhang, Zitang Zhou, Bo Li, Yuanhan Zhang, Jack Hessel, Jingkang Yang, Ziwei Liu

CoRR, 2023

OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection.

Jingyang Zhang, Jingkang Yang, Pengyun Wang, Haoqi Wang, Yueqian Lin, Haoran Zhang, Yiyou Sun, Xuefeng Du, Kaiyang Zhou, Wayne Zhang, Yixuan Li, Ziwei Liu, Yiran Chen, Hai Li

CoRR, 2023

MIMIC-IT: Multi-Modal In-Context Instruction Tuning.

Bo Li, Yuanhan Zhang, Liangyu Chen, Jinghao Wang, Fanyi Pu, Jingkang Yang, Chunyuan Li, Ziwei Liu

CoRR, 2023

DeepFake-Adapter: Dual-Level Adapter for DeepFake Detection.

Rui Shao, Tianxing Wu, Liqiang Nie, Ziwei Liu

CoRR, 2023

Learning without Forgetting for Vision-Language Models.

Da-Wei Zhou, Yuanhan Zhang, Jingyi Ning, Han-Jia Ye, De-Chuan Zhan, Ziwei Liu

CoRR, 2023

SAD: Segment Any RGBD.

Jun Cen, Yizheng Wu, Kewei Wang, Xingyi Li, Jingkang Yang, Yixuan Pei, Lingdong Kong, Ziwei Liu, Qifeng Chen

CoRR, 2023

RenderMe-360: A Large Digital Asset Library and Benchmarks Towards High-fidelity Head Avatars.

Dongwei Pan, Long Zhuo, Jingtan Piao, Huiwen Luo, Wei Cheng, Yuxin Wang, Siming Fan, Shengqi Liu, Lei Yang, Bo Dai, Ziwei Liu, Chen Change Loy, Chen Qian, Wayne Wu, Dahua Lin, Kwan-Yee Lin

CoRR, 2023

ConsistentNeRF: Enhancing Neural Radiance Fields with 3D Consistency for Sparse View Synthesis.

Shoukang Hu, Kaichen Zhou, Kaiyu Li, Longhui Yu, Lanqing Hong, Tianyang Hu, Zhenguo Li, Gim Hee Lee, Ziwei Liu

CoRR, 2023

Otter: A Multi-Modal Model with In-Context Instruction Tuning.

Bo Li, Yuanhan Zhang, Liangyu Chen, Jinghao Wang, Jingkang Yang, Ziwei Liu

CoRR, 2023

RoboBEV: Towards Robust Bird's Eye View Perception under Corruptions.

Shaoyuan Xie, Lingdong Kong, Wenwei Zhang, Jiawei Ren, Liang Pan, Kai Chen, Ziwei Liu

CoRR, 2023

SynBody: Synthetic Dataset with Layered Human Models for 3D Human Perception and Modeling.

Zhitao Yang, Zhongang Cai, Haiyi Mei, Shuai Liu, Zhaoxi Chen, Weiye Xiao, Yukun Wei, Zhongfei Qing, Chen Wei, Bo Dai, Wayne Wu, Chen Qian, Dahua Lin, Ziwei Liu, Lei Yang

CoRR, 2023

Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need.

Da-Wei Zhou, Han-Jia Ye, De-Chuan Zhan, Ziwei Liu

CoRR, 2023

Make Your Brief Stroke Real and Stereoscopic: 3D-Aware Simplified Sketch to Portrait Generation.

Yasheng Sun, Qianyi Wu, Hang Zhou, Kaisiyuan Wang, Tianshu Hu, Chen-Chieh Liao, Dongliang He, Jingtuo Liu, Errui Ding, Jingdong Wang, Shio Miyafuji, Ziwei Liu, Hideki Koike

CoRR, 2023

Deep Class-Incremental Learning: A Survey.

Da-Wei Zhou, Qi-Wei Wang, Zhi-Hong Qi, Han-Jia Ye, De-Chuan Zhan, Ziwei Liu

CoRR, 2023

OmniObject3D: Large-Vocabulary 3D Object Dataset for Realistic Perception, Reconstruction and Generation.

Tong Wu, Jiarui Zhang, Xiao Fu, Yuxin Wang, Jiawei Ren, Liang Pan, Wayne Wu, Lei Yang, Jiaqi Wang, Chen Qian, Dahua Lin, Ziwei Liu

CoRR, 2023

Rerender A Video: Zero-Shot Text-Guided Video-to-Video Translation.

Shuai Yang, Yifan Zhou, Ziwei Liu, Chen Change Loy

Proceedings of the SIGGRAPH Asia 2023 Conference Papers, 2023

HyperDreamer: Hyper-Realistic 3D Content Generation and Editing from a Single Image.

Tong Wu, Zhibing Li, Shuai Yang, Pan Zhang, Xingang Pan, Jiaqi Wang, Dahua Lin, Ziwei Liu

Proceedings of the SIGGRAPH Asia 2023 Conference Papers, 2023

Efficient Video Portrait Reenactment via Grid-based Codebook.

Kaisiyuan Wang, Hang Zhou, Qianyi Wu, Jiaxiang Tang, Zhiliang Xu, Borong Liang, Tianshu Hu, Errui Ding, Jingtuo Liu, Ziwei Liu, Jingdong Wang

Proceedings of the ACM SIGGRAPH 2023 Conference Proceedings, 2023

What Makes Good Examples for Visual In-Context Learning?

Yuanhan Zhang, Kaiyang Zhou, Ziwei Liu

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

FineMoGen: Fine-Grained Spatio-Temporal Motion Generation and Editing.

Mingyuan Zhang, Huirong Li, Zhongang Cai, Jiawei Ren, Lei Yang, Ziwei Liu

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

4D Panoptic Scene Graph Generation.

Jingkang Yang, Jun Cen, Wenxuan Peng, Shuai Liu, Fangzhou Hong, Xiangtai Li, Kaiyang Zhou, Qifeng Chen, Ziwei Liu

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

InsActor: Instruction-driven Physics-based Characters.

Jiawei Ren, Mingyuan Zhang, Cunjun Yu, Xiao Ma, Liang Pan, Ziwei Liu

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Towards Robust and Expressive Whole-body Human Pose and Shape Estimation.

Hui En Pang, Zhongang Cai, Lei Yang, Qingyi Tao, Zhonghua Wu, Tianwei Zhang, Ziwei Liu

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

RenderMe-360: A Large Digital Asset Library and Benchmarks Towards High-fidelity Head Avatars.

Dongwei Pan, Long Zhuo, Jingtan Piao, Huiwen Luo, Wei Cheng, Yuxin Wang, Siming Fan, Shengqi Liu, Lei Yang, Bo Dai, Ziwei Liu, Chen Change Loy, Chen Qian, Wayne Wu, Dahua Lin, Kwan-Yee Lin

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Segment Any Point Cloud Sequences by Distilling Vision Foundation Models.

Youquan Liu, Lingdong Kong, Jun Cen, Runnan Chen, Wenwei Zhang, Liang Pan, Kai Chen, Ziwei Liu

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Large Language Models are Visual Reasoning Coordinators.

Liangyu Chen, Bo Li, Sheng Shen, Jingkang Yang, Chunyuan Li, Kurt Keutzer, Trevor Darrell, Ziwei Liu

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

SMPLer-X: Scaling Up Expressive Human Pose and Shape Estimation.

Zhongang Cai, Wanqi Yin, Ailing Zeng, Chen Wei, Qingping Sun, Wang Yanjun, Hui En Pang, Haiyi Mei, Mingyuan Zhang, Lei Zhang, Chen Change Loy, Lei Yang, Ziwei Liu

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

PrimDiffusion: Volumetric Primitives Diffusion for 3D Human Generation.

Zhaoxi Chen, Fangzhou Hong, Haiyi Mei, Guangcong Wang, Lei Yang, Ziwei Liu

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Make-A-Volume: Leveraging Latent Diffusion Models for Cross-Modality 3D Brain MRI Synthesis.

Lingting Zhu, Zeyue Xue, Zhenchao Jin, Xian Liu, Jingzhen He, Ziwei Liu, Lequan Yu

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Multi-Modal Generative AI with Foundation Models.

Ziwei Liu

Proceedings of the 1st Workshop on Large Generative Models Meet Multimodal Applications, 2023

BiBench: Benchmarking and Analyzing Network Binarization.

Haotong Qin, Mingyuan Zhang, Yifu Ding, Aoyu Li, Zhongang Cai, Ziwei Liu, Fisher Yu, Xianglong Liu

Proceedings of the International Conference on Machine Learning, 2023

Make Your Brief Stroke Real and Stereoscopic: 3D-Aware Simplified Sketch to Portrait Generation.

Yasheng Sun, Qianyi Wu, Hang Zhou, Kaisiyuan Wang, Tianshu Hu, Chen-Chieh Liao, Shio Miyafuji, Ziwei Liu, Hideki Koike

Proceedings of the 25th International Conference on Multimodal Interaction, 2023

Voxurf: Voxel-based Efficient and Accurate Neural Surface Reconstruction.

Tong Wu, Jiaqi Wang, Xingang Pan, Xudong Xu, Christian Theobalt, Ziwei Liu, Dahua Lin

Proceedings of the Eleventh International Conference on Learning Representations, 2023

DiffMimic: Efficient Motion Mimicking with Differentiable Physics.

Jiawei Ren, Cunjun Yu, Siwei Chen, Xiao Ma, Liang Pan, Ziwei Liu

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Sparse Mixture-of-Experts are Domain Generalizable Learners.

Bo Li, Yifei Shen, Jingkang Yang, Yezhen Wang, Jiawei Ren, Tong Che, Jun Zhang, Ziwei Liu

Proceedings of the Eleventh International Conference on Learning Representations, 2023

EVA3D: Compositional 3D Human Generation from 2D Image Collections.

Fangzhou Hong, Zhaoxi Chen, Yushi Lan, Liang Pan, Ziwei Liu

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Masked Frequency Modeling for Self-Supervised Visual Pre-Training.

Jiahao Xie, Wei Li, Xiaohang Zhan, Ziwei Liu, Yew-Soon Ong, Chen Change Loy

Proceedings of the Eleventh International Conference on Learning Representations, 2023

DeformToon3d: Deformable Neural Radiance Fields for 3D Toonification.

Junzhe Zhang, Yushi Lan, Shuai Yang, Fangzhou Hong, Quan Wang, Chai Kiat Yeo, Ziwei Liu, Chen Change Loy

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

ReMoDiffuse: Retrieval-Augmented Motion Diffusion Model.

Mingyuan Zhang, Xinying Guo, Liang Pan, Zhongang Cai, Fangzhou Hong, Huirong Li, Lei Yang, Ziwei Liu

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

StyleGANEX: StyleGAN-Based Manipulation Beyond Cropped Aligned Faces.

Shuai Yang, Liming Jiang, Ziwei Liu, Chen Change Loy

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

SynBody: Synthetic Dataset with Layered Human Models for 3D Human Perception and Modeling.

Zhitao Yang, Zhongang Cai, Haiyi Mei, Shuai Liu, Zhaoxi Chen, Weiye Xiao, Yukun Wei, Zhongfei Qing, Chen Wei, Bo Dai, Wayne Wu, Chen Qian, Dahua Lin, Ziwei Liu, Lei Yang

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

SparseNeRF: Distilling Depth Ranking for Few-shot Novel View Synthesis.

Guangcong Wang, Zhaoxi Chen, Chen Change Loy, Ziwei Liu

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Deep Geometrized Cartoon Line Inbetweening.

Li Siyao, Tianpei Gu, Weiye Xiao, Henghui Ding, Ziwei Liu, Chen Change Loy

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Robo3D: Towards Robust and Reliable 3D Perception against Corruptions.

Lingdong Kong, Youquan Liu, Xin Li, Runnan Chen, Wenwei Zhang, Jiawei Ren, Liang Pan, Kai Chen, Ziwei Liu

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Rethinking Range View Representation for LiDAR Segmentation.

Lingdong Kong, Youquan Liu, Runnan Chen, Yuexin Ma, Xinge Zhu, Yikang Li, Yuenan Hou, Yu Qiao, Ziwei Liu

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

SHERF: Generalizable Human NeRF from a Single Image.

Shoukang Hu, Fangzhou Hong, Liang Pan, Haiyi Mei, Lei Yang, Ziwei Liu

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

UnitedHuman: Harnessing Multi-Source Data for High-Resolution Human Generation.

Jianglin Fu, Shikai Li, Yuming Jiang, Kwan-Yee Lin, Wayne Wu, Ziwei Liu

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

DNA-Rendering: A Diverse Neural Actor Repository for High-Fidelity Human-centric Rendering.

Wei Cheng, Ruixiang Chen, Siming Fan, Wanqi Yin, Keyu Chen, Zhongang Cai, Jingbo Wang, Yang Gao, Zhengming Yu, Zhengyu Lin, Daxuan Ren, Lei Yang, Ziwei Liu, Chen Change Loy, Chen Qian, Wayne Wu, Dahua Lin, Bo Dai, Kwan-Yee Lin

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Text2Performer: Text-Driven Human Video Generation.

Yuming Jiang, Shuai Yang, Tong Liang Koh, Wayne Wu, Chen Change Loy, Ziwei Liu

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Taming Diffusion Models for Audio-Driven Co-Speech Gesture Generation.

Lingting Zhu, Xian Liu, Xuanyu Liu, Rui Qian, Ziwei Liu, Lequan Yu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Panoptic Video Scene Graph Generation.

Jingkang Yang, Wenxuan Peng, Xiangtai Li, Zujin Guo, Liangyu Chen, Bo Li, Zheng Ma, Kaiyang Zhou, Wayne Zhang, Chen Change Loy, Ziwei Liu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

OmniObject3D: Large-Vocabulary 3D Object Dataset for Realistic Perception, Reconstruction and Generation.

Tong Wu, Jiarui Zhang, Xiao Fu, Yuxin Wang, Jiawei Ren, Liang Pan, Wayne Wu, Lei Yang, Jiaqi Wang, Chen Qian, Dahua Lin, Ziwei Liu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Detecting and Grounding Multi-Modal Media Manipulation.

Rui Shao, Tianxing Wu, Ziwei Liu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

LaserMix for Semi-Supervised LiDAR Semantic Segmentation.

Lingdong Kong, Jiawei Ren, Liang Pan, Ziwei Liu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Collaborative Diffusion for Multi-Modal Face Generation and Editing.

Ziqi Huang, Kelvin C. K. Chan, Yuming Jiang, Ziwei Liu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

StyleSync: High-Fidelity Generalized and Personalized Lip Sync in Style-Based Generator.

Jiazhi Guan, Zhanwang Zhang, Hang Zhou, Tianshu Hu, Kaisiyuan Wang, Dongliang He, Haocheng Feng, Jingtuo Liu, Errui Ding, Ziwei Liu, Jingdong Wang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

F²-NeRF: Fast Neural Radiance Field Training with Free Camera Trajectories.

Peng Wang, Yuan Liu, Zhaoxi Chen, Lingjie Liu, Ziwei Liu, Taku Komura, Christian Theobalt, Wenping Wang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Robust Video Portrait Reenactment via Personalized Representation Quantization.

Kaisiyuan Wang, Changcheng Liang, Hang Zhou, Jiaxiang Tang, Qianyi Wu, Dongliang He, Zhibin Hong, Jingtuo Liu, Errui Ding, Ziwei Liu, Jingdong Wang

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

VToonify: Controllable High-Resolution Portrait Video Style Transfer.

Shuai Yang, Liming Jiang, Ziwei Liu, Chen Change Loy

ACM Trans. Graph., 2022

Text2Human: text-driven controllable human image generation.

Yuming Jiang, Shuai Yang, Haonan Qiu, Wayne Wu, Chen Change Loy, Ziwei Liu

ACM Trans. Graph., 2022

AvatarCLIP: zero-shot text-driven generation and animation of 3D avatars.

Fangzhou Hong, Mingyuan Zhang, Liang Pan, Zhongang Cai, Lei Yang, Ziwei Liu

ACM Trans. Graph., 2022

Text2Light: Zero-Shot Text-Driven HDR Panorama Generation.

Zhaoxi Chen, Guangcong Wang, Ziwei Liu

ACM Trans. Graph., 2022

Chasing the Tail in Monocular 3D Human Reconstruction With Prototype Memory.

Yu Rong, Ziwei Liu, Chen Change Loy

IEEE Trans. Image Process., 2022

CARAFE++: Unified Content-Aware ReAssembly of FEatures.

Jiaqi Wang, Kai Chen, Rui Xu, Ziwei Liu, Chen Change Loy, Dahua Lin

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Learning to Prompt for Vision-Language Models.

Kaiyang Zhou, Jingkang Yang, Chen Change Loy, Ziwei Liu

Int. J. Comput. Vis., 2022

Delving into Inter-Image Invariance for Unsupervised Visual Representations.

Jiahao Xie, Xiaohang Zhan, Ziwei Liu, Yew-Soon Ong, Chen Change Loy

Int. J. Comput. Vis., 2022

Reference-based Image and Video Super-Resolution via C2-Matching.

Yuming Jiang, Kelvin C. K. Chan, Xintao Wang, Chen Change Loy, Ziwei Liu

CoRR, 2022

TripleE: Easy Domain Generalization via Episodic Replay.

Xiaomeng Li, Hongyu Ren, Huifeng Yao, Ziwei Liu

CoRR, 2022

On-Device Domain Generalization.

Kaiyang Zhou, Yuanhan Zhang, Yuhang Zang, Jingkang Yang, Chen Change Loy, Ziwei Liu

CoRR, 2022

StyleFaceV: Face Video Generation via Decomposing and Recomposing Pretrained StyleGAN3.

Haonan Qiu, Yuming Jiang, Hang Zhou, Wayne Wu, Ziwei Liu

CoRR, 2022

Neural Prompt Search.

Yuanhan Zhang, Kaiyang Zhou, Ziwei Liu

CoRR, 2022

Sparse Fusion Mixture-of-Experts are Domain Generalizable Learners.

Bo Li, Jingkang Yang, Jiawei Ren, Yezhen Wang, Ziwei Liu

CoRR, 2022

Robust Face Anti-Spoofing with Dual Probabilistic Modeling.

Yuanhan Zhang, Yichao Wu, Zhenfei Yin, Jing Shao, Ziwei Liu

CoRR, 2022

SeCo: Separating Unknown Musical Visual Sounds with Consistency Guidance.

Xinchi Zhou, Dongzhan Zhou, Wanli Ouyang, Hang Zhou, Ziwei Liu, Di Hu

CoRR, 2022

X-Learner: Learning Cross Sources and Tasks for Universal Visual Representation.

Yinan He, Gengshi Huang, Siyu Chen, Jianing Teng, Wang Kun, Zhenfei Yin, Lu Sheng, Ziwei Liu, Yu Qiao, Jing Shao

CoRR, 2022

Bamboo: Building Mega-Scale Vision Dataset Continually with Human-Machine Synergy.

Yuanhan Zhang, Qinghong Sun, Yichun Zhou, Zexin He, Zhenfei Yin, Kun Wang, Lu Sheng, Yu Qiao, Jing Shao, Ziwei Liu

CoRR, 2022

LiDAR-based 4D Panoptic Segmentation via Dynamic Shifting Network.

Fangzhou Hong, Hui Zhou, Xinge Zhu, Hongsheng Li, Ziwei Liu

CoRR, 2022

Masked Lip-Sync Prediction by Audio-Visual Contextual Exploitation in Transformers.

Yasheng Sun, Hang Zhou, Kaisiyuan Wang, Qianyi Wu, Zhibin Hong, Jingtuo Liu, Errui Ding, Jingdong Wang, Ziwei Liu, Hideki Koike

Proceedings of the SIGGRAPH Asia 2022 Conference Papers, 2022

OpenOOD: Benchmarking Generalized Out-of-Distribution Detection.

Jingkang Yang, Pengyun Wang, Dejian Zou, Zitang Zhou, Kunyuan Ding, Wenxuan Peng, Haoqi Wang, Guangyao Chen, Bo Li, Yiyou Sun, Xuefeng Du, Kaiyang Zhou, Wayne Zhang, Dan Hendrycks, Yixuan Li, Ziwei Liu

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Benchmarking and Analyzing 3D Human Pose and Shape Estimation Beyond Algorithms.

Hui En Pang, Zhongang Cai, Lei Yang, Tianwei Zhang, Ziwei Liu

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Audio-Driven Co-Speech Gesture Video Generation.

Xian Liu, Qianyi Wu, Hang Zhou, Yuanqi Du, Wayne Wu, Dahua Lin, Ziwei Liu

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

AnimeRun: 2D Animation Visual Correspondence from Open Source 3D Movies.

Li Siyao, Yuhang Li, Bo Li, Chao Dong, Ziwei Liu, Chen Change Loy

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Free Lunch for Surgical Video Understanding by Distilling Self-supervisions.

Xinpeng Ding, Ziwei Liu, Xiaomeng Li

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Benchmarking and Analyzing Point Cloud Classification under Corruptions.

Jiawei Ren, Liang Pan, Ziwei Liu

Proceedings of the International Conference on Machine Learning, 2022

BiBERT: Accurate Fully Binarized BERT.

Haotong Qin, Yifu Ding, Mingyuan Zhang, Qinghua Yan, Aishan Liu, Qingqing Dang, Ziwei Liu, Xianglong Liu

Proceedings of the Tenth International Conference on Learning Representations, 2022

TAda! Temporally-Adaptive Convolutions for Video Understanding.

Ziyuan Huang, Shiwei Zhang, Liang Pan, Zhiwu Qing, Mingqian Tang, Ziwei Liu, Marcelo H. Ang Jr.

Proceedings of the Tenth International Conference on Learning Representations, 2022

Fast-Vid2Vid: Spatial-Temporal Compression for Video-to-Video Synthesis.

Long Zhuo, Guangcong Wang, Shikai Li, Wayne Wu, Ziwei Liu

Proceedings of the Computer Vision - ECCV 2022, 2022

CelebV-HQ: A Large-Scale Video Facial Attributes Dataset.

Hao Zhu, Wayne Wu, Wentao Zhu, Liming Jiang, Siwei Tang, Li Zhang, Ziwei Liu, Chen Change Loy

Proceedings of the Computer Vision - ECCV 2022, 2022

Benchmarking Omni-Vision Representation Through the Lens of Visual Realms.

Yuanhan Zhang, Zhenfei Yin, Jing Shao, Ziwei Liu

Proceedings of the Computer Vision - ECCV 2022, 2022

Panoptic Scene Graph Generation.

Jingkang Yang, Yi Zhe Ang, Zujin Guo, Kaiyang Zhou, Wayne Zhang, Ziwei Liu

Proceedings of the Computer Vision - ECCV 2022, 2022

StyleSwap: Style-Based Generator Empowers Robust Face Swapping.

Zhiliang Xu, Hang Zhou, Zhibin Hong, Ziwei Liu, Jiaming Liu, Zhizhi Guo, Junyu Han, Jingtuo Liu, Errui Ding, Jingdong Wang

Proceedings of the Computer Vision - ECCV 2022, 2022

Mind the Gap in Distilling StyleGANs.

Guodong Xu, Yuenan Hou, Ziwei Liu, Chen Change Loy

Proceedings of the Computer Vision - ECCV 2022, 2022

StyleLight: HDR Panorama Generation for Lighting Estimation and Editing.

Guangcong Wang, Yinuo Yang, Chen Change Loy, Ziwei Liu

Proceedings of the Computer Vision - ECCV 2022, 2022

Detecting and Recovering Sequential DeepFake Manipulation.

Rui Shao, Tianxing Wu, Ziwei Liu

Proceedings of the Computer Vision - ECCV 2022, 2022

UNIF: United Neural Implicit Functions for Clothed Human Reconstruction and Animation.

Shenhan Qian, Jiale Xu, Ziwei Liu, Liqian Ma, Shenghua Gao

Proceedings of the Computer Vision - ECCV 2022, 2022

X-Learner: Learning Cross Sources and Tasks for Universal Visual Representation.

Yinan He, Gengshi Huang, Siyu Chen, Jianing Teng, Kun Wang, Zhenfei Yin, Lu Sheng, Ziwei Liu, Yu Qiao, Jing Shao

Proceedings of the Computer Vision - ECCV 2022, 2022

StyleGAN-Human: A Data-Centric Odyssey of Human Generation.

Jianglin Fu, Shikai Li, Yuming Jiang, Kwan-Yee Lin, Chen Qian, Chen Change Loy, Wayne Wu, Ziwei Liu

Proceedings of the Computer Vision - ECCV 2022, 2022

Relighting4D: Neural Relightable Human from Videos.

Zhaoxi Chen, Ziwei Liu

Proceedings of the Computer Vision - ECCV 2022, 2022

HuMMan: Multi-modal 4D Human Dataset for Versatile Sensing and Modeling.

Zhongang Cai, Daxuan Ren, Ailing Zeng, Zhengyu Lin, Tao Yu, Wenjia Wang, Xiangyu Fan, Yang Gao, Yifan Yu, Liang Pan, Fangzhou Hong, Mingyuan Zhang, Chen Change Loy, Lei Yang, Ziwei Liu

Proceedings of the Computer Vision - ECCV 2022, 2022

Conditional Prompt Learning for Vision-Language Models.

Kaiyang Zhou, Jingkang Yang, Chen Change Loy, Ziwei Liu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Delving Deep into the Generalization of Vision Transformers under Distribution Shifts.

Chongzhi Zhang, Mingyuan Zhang, Shanghang Zhang, Daisheng Jin, Qiang Zhou, Zhongang Cai, Haiyu Zhao, Xianglong Liu, Ziwei Liu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Full-Range Virtual Try-On with Recurrent Tri-Level Transform.

Han Yang, Xinrui Yu, Ziwei Liu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Unsupervised Image-to-Image Translation with Generative Prior.

Shuai Yang, Liming Jiang, Ziwei Liu, Chen Change Loy

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Pastiche Master: Exemplar-Based High-Resolution Portrait Style Transfer.

Shuai Yang, Liming Jiang, Ziwei Liu, Chen Change Loy

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Bailando: 3D Dance Generation by Actor-Critic GPT with Choreographic Memory.

Li Siyao, Weijiang Yu, Tianpei Gu, Chunze Lin, Quan Wang, Chen Qian, Chen Change Loy, Ziwei Liu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Balanced MSE for Imbalanced Visual Regression.

Jiawei Ren, Mingyuan Zhang, Cunjun Yu, Ziwei Liu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Versatile Multi-Modal Pre-Training for Human-Centric Perception.

Fangzhou Hong, Liang Pan, Zhongang Cai, Ziwei Liu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

TCTrack: Temporal Contexts for Aerial Tracking.

Ziang Cao, Ziyuan Huang, Liang Pan, Shiwei Zhang, Ziwei Liu, Changhong Fu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

SepFusion: Finding Optimal Fusion Structures for Visual Sound Separation.

Dongzhan Zhou, Xinchi Zhou, Di Hu, Hang Zhou, Lei Bai, Ziwei Liu, Wanli Ouyang

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

Visual Sound Localization in the Wild by Cross-Modal Interference Erasing.

Xian Liu, Rui Qian, Hang Zhou, Di Hu, Weiyao Lin, Ziwei Liu, Bolei Zhou, Xiaowei Zhou

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Learning Diverse Fashion Collocation by Neural Graph Filtering.

Xin Liu, Yongbin Sun, Ziwei Liu, Dahua Lin

IEEE Trans. Multim., 2021

Iterative human and automated identification of wildlife images.

Zhongqi Miao, Ziwei Liu, Kaitlyn M. Gaynor, Meredith S. Palmer, Stella X. Yu, Wayne M. Getz

Nat. Mach. Intell., 2021

Multi-View Partial (MVP) Point Cloud Challenge 2021 on Completion and Registration: Methods and Results.

Liang Pan, Tong Wu, Zhongang Cai, Ziwei Liu, Xumin Yu, Yongming Rao, Jiwen Lu, Jie Zhou, Mingye Xu, Xiaoyuan Luo, Kexue Fu, Peng Gao, Manning Wang, Yali Wang, Yu Qiao, Junsheng Zhou, Xin Wen, Peng Xiang, Yu-Shen Liu, Zhizhong Han, Yuanjie Yan, Junyi An, Lifa Zhu, Changwei Lin, Dongrui Liu, Xin Li, Francisco Gómez Fernández, Qinlong Wang, Yang Yang

CoRR, 2021

ForgeryNet - Face Forgery Analysis Challenge 2021: Methods and Results.

Yinan He, Lu Sheng, Jing Shao, Ziwei Liu, Zhaofan Zou, Zhizhi Guo, Shan Jiang, Curitis Sun, Guosheng Zhang, Keyao Wang, Haixiao Yue, Zhibin Hong, Wanguo Wang, Zhenyu Li, Qi Wang, Zhenli Wang, Ronghao Xu, Mingwen Zhang, Zhiheng Wang, Zhenhang Huang, Tianming Zhang, Ningning Zhao

CoRR, 2021

Density-aware Chamfer Distance as a Comprehensive Metric for Point Cloud Completion.

Tong Wu, Liang Pan, Junzhe Zhang, Tai Wang, Ziwei Liu, Dahua Lin

CoRR, 2021

Playing for 3D Human Recovery.

Zhongang Cai, Mingyuan Zhang, Jiawei Ren, Chen Wei, Daxuan Ren, Jiatong Li, Zhengyu Lin, Haiyu Zhao, Shuai Yi, Lei Yang, Chen Change Loy, Ziwei Liu

CoRR, 2021

Delving Deep into the Generalization of Vision Transformers under Distribution Shifts.

Chongzhi Zhang, Mingyuan Zhang, Shanghang Zhang, Daisheng Jin, Qiang Zhou, Zhongang Cai, Haiyu Zhao, Shuai Yi, Xianglong Liu, Ziwei Liu

CoRR, 2021

CelebA-Spoof Challenge 2020 on Face Anti-Spoofing: Methods and Results.

Yuanhan Zhang, Zhenfei Yin, Jing Shao, Ziwei Liu, Shuo Yang, Yuanjun Xiong, Wei Xia, Yan Xu, Man Luo, Jian Liu, Jianshu Li, Zhijun Chen, Mingyu Guo, Hui Li, Junfu Liu, Pengfei Gao, Tianqi Hong, Hao Han, Shijie Liu, Xinhua Chen, Di Qiu, Cheng Zhen, Dashuang Liang, Yufeng Jin, Zhanlong Hao

CoRR, 2021

DeeperForensics Challenge 2020 on Real-World Face Forgery Detection: Methods and Results.

Liming Jiang, Zhengkui Guo, Wayne Wu, Zhaoyang Liu, Ziwei Liu, Chen Change Loy, Shuo Yang, Yuanjun Xiong, Wei Xia, Baoying Chen, Peiyu Zhuang, Sili Li, Shen Chen, Taiping Yao, Shouhong Ding, Jilin Li, Feiyue Huang, Liujuan Cao, Rongrong Ji, Changlei Lu, Ganchao Tan

CoRR, 2021

Person-in-Context Synthesis with Compositional Structural Space.

Weidong Yin, Ziwei Liu, Leonid Sigal

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

ShineOn: Illuminating Design Choices for Practical Video-based Virtual Clothing Try-on.

Gaurav Kuppa, Andrew Jong, Xin Liu, Ziwei Liu, Teng-Sheng Moh

Proceedings of the IEEE Winter Conference on Applications of Computer Vision Workshops, 2021

Unsupervised Object-Level Representation Learning from Scene Images.

Jiahao Xie, Xiaohang Zhan, Ziwei Liu, Yew Soon Ong, Chen Change Loy

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Balanced Chamfer Distance as a Comprehensive Metric for Point Cloud Completion.

Tong Wu, Liang Pan, Junzhe Zhang, Tai Wang, Ziwei Liu, Dahua Lin

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Garment4D: Garment Reconstruction from Point Cloud Sequences.

Fangzhou Hong, Liang Pan, Zhongang Cai, Ziwei Liu

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Few-Shot Object Detection via Association and DIscrimination.

Yuhang Cao, Jiaqi Wang, Ying Jin, Tong Wu, Kai Chen, Ziwei Liu, Dahua Lin

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

MMFashion: An Open-Source Toolbox for Visual Fashion Analysis.

Xin Liu, Jiancheng Li, Jiaqi Wang, Ziwei Liu

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Speech2Talking-Face: Inferring and Driving a Face with Synchronized Audio-Visual Representation.

Yasheng Sun, Hang Zhou, Ziwei Liu, Hideki Koike

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Long-tailed Recognition by Routing Diverse Distribution-Aware Experts.

Xudong Wang, Long Lian, Zhongqi Miao, Ziwei Liu, Stella X. Yu

Proceedings of the 9th International Conference on Learning Representations, 2021

Do 2D GANs Know 3D Shape? Unsupervised 3D Shape Reconstruction from 2D Image GANs.

Xingang Pan, Bo Dai, Ziwei Liu, Chen Change Loy, Ping Luo

Proceedings of the 9th International Conference on Learning Representations, 2021

Differentiable Dynamic Wirings for Neural Networks.

Kun Yuan, Quanquan Li, Shaopeng Guo, Dapeng Chen, Aojun Zhou, Fengwei Yu, Ziwei Liu

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Incorporating Convolution Designs into Visual Transformers.

Kun Yuan, Shaopeng Guo, Ziwei Liu, Aojun Zhou, Fengwei Yu, Wei Wu

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Semantically Coherent Out-of-Distribution Detection.

Jingkang Yang, Haoqi Wang, Litong Feng, Xiaopeng Yan, Huabin Zheng, Wayne Zhang, Ziwei Liu

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

BlockPlanner: City Block Generation with Vectorized Graph Representation.

Linning Xu, Yuanbo Xiangli, Anyi Rao, Nanxuan Zhao, Bo Dai, Ziwei Liu, Dahua Lin

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Energy-Based Open-World Uncertainty Modeling for Confidence Calibration.

Yezhen Wang, Bo Li, Tong Che, Kaiyang Zhou, Ziwei Liu, Dongsheng Li

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Unsupervised Domain Adaptive 3D Detection with Multi-Level Consistency.

Zhipeng Luo, Zhongang Cai, Changqing Zhou, Gongjie Zhang, Haiyu Zhao, Shuai Yi, Shijian Lu, Hongsheng Li, Shanghang Zhang, Ziwei Liu

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Talk-to-Edit: Fine-Grained Facial Editing via Dialog.

Yuming Jiang, Ziqi Huang, Xingang Pan, Chen Change Loy, Ziwei Liu

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Pose-Controllable Talking Face Generation by Implicitly Modularized Audio-Visual Representation.

Hang Zhou, Yasheng Sun, Wayne Wu, Chen Change Loy, Xiaogang Wang, Ziwei Liu

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Visually Informed Binaural Audio Generation without Binaural Audios.

Xudong Xu, Hang Zhou, Ziwei Liu, Bo Dai, Xiaogang Wang, Dahua Lin

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Adversarial Robustness Under Long-Tailed Distribution.

Tong Wu, Ziwei Liu, Qingqiu Huang, Yu Wang, Dahua Lin

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Seesaw Loss for Long-Tailed Instance Segmentation.

Jiaqi Wang, Wenwei Zhang, Yuhang Zang, Yuhang Cao, Jiangmiao Pang, Tao Gong, Kai Chen, Ziwei Liu, Chen Change Loy, Dahua Lin

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Unsupervised Feature Learning by Cross-Level Instance-Group Discrimination.

Xudong Wang, Ziwei Liu, Stella X. Yu

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Variational Relational Point Completion Network.

Liang Pan, Xinyi Chen, Zhongang Cai, Junzhe Zhang, Haiyu Zhao, Shuai Yi, Ziwei Liu

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Deep Animation Video Interpolation in the Wild.

Li Siyao, Shiyu Zhao, Weijiang Yu, Wenxiu Sun, Dimitris N. Metaxas, Chen Change Loy, Ziwei Liu

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

LiDAR-Based Panoptic Segmentation via Dynamic Shifting Network.

Fangzhou Hong, Hui Zhou, Xinge Zhu, Hongsheng Li, Ziwei Liu

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

ForgeryNet: A Versatile Benchmark for Comprehensive Forgery Analysis.

Yinan He, Bei Gan, Siyu Chen, Yichun Zhou, Guojun Yin, Luchuan Song, Lu Sheng, Jing Shao, Ziwei Liu

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Robust Reference-Based Super-Resolution via C2-Matching.

Yuming Jiang, Kelvin C. K. Chan, Xintao Wang, Chen Change Loy, Ziwei Liu

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

PTeacher: a Computer-Aided Personalized Pronunciation Training System with Exaggerated Audio-Visual Corrective Feedback.

Yaohua Bu, Tianyi Ma, Weijun Li, Hang Zhou, Jia Jia, Shengqi Chen, Kaiyuan Xu, Dachuan Shi, Haozhe Wu, Zhihan Yang, Kun Li, Zhiyong Wu, Yuanchun Shi, Xiaobo Lu, Ziwei Liu

Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

Monocular 3D Reconstruction of Interacting Hands via Collision-Aware Factorized Refinements.

Yu Rong, Jingbo Wang, Ziwei Liu, Chen Change Loy

Proceedings of the International Conference on 3D Vision, 2021

2020

ShineOn: Illuminating Design Choices for Practical Video-based Virtual Clothing Try-on.

Gaurav Kuppa, Andrew Jong, Vera Liu, Ziwei Liu, Teng-Sheng Moh

CoRR, 2020

Person-in-Context Synthesiswith Compositional Structural Space.

Weidong Yin, Ziwei Liu, Leonid Sigal

CoRR, 2020

Unsupervised Feature Learning by Cross-Level Discrimination between Instances and Groups.

Xudong Wang, Ziwei Liu, Stella X. Yu

CoRR, 2020

Unsupervised Human 3D Pose Representation with Viewpoint and Pose Disentanglement.

Qiang Nie, Ziwei Liu, Yunhui Liu

CoRR, 2020

Unsupervised Landmark Learning from Unpaired Data.

Yinghao Xu, Ceyuan Yang, Ziwei Liu, Bo Dai, Bolei Zhou

CoRR, 2020

Sensing, Understanding and Synthesizing Humans in an Open World.

Ziwei Liu

Proceedings of the HuMA'20: Proceedings of the 1st International Workshop on Human-centric Multimedia Analysis, 2020

Sep-Stereo: Visually Guided Stereophonic Audio Generation by Associating Source Separation.

Hang Zhou, Xudong Xu, Dahua Lin, Xiaogang Wang, Ziwei Liu

Proceedings of the Computer Vision - ECCV 2020, 2020

CelebA-Spoof: Large-Scale Face Anti-spoofing Dataset with Rich Annotations.

Yuanhan Zhang, Zhenfei Yin, Yidong Li, Guojun Yin, Junjie Yan, Jing Shao, Ziwei Liu

Proceedings of the Computer Vision - ECCV 2020, 2020

Knowledge Distillation Meets Self-supervision.

Guodong Xu, Ziwei Liu, Xiaoxiao Li, Chen Change Loy

Proceedings of the Computer Vision - ECCV 2020, 2020

Distribution-Balanced Loss for Multi-label Classification in Long-Tailed Datasets.

Tong Wu, Qingqiu Huang, Ziwei Liu, Yu Wang, Dahua Lin

Proceedings of the Computer Vision - ECCV 2020, 2020

Unsupervised 3D Human Pose Representation with Viewpoint and Pose Disentanglement.

Qiang Nie, Ziwei Liu, Yunhui Liu

Proceedings of the Computer Vision - ECCV 2020, 2020

Placepedia: Comprehensive Place Understanding with Multi-faceted Annotations.

Huaiyi Huang, Yuqi Zhang, Qingqiu Huang, Zhengkui Guo, Ziwei Liu, Dahua Lin

Proceedings of the Computer Vision - ECCV 2020, 2020

Rotate-and-Render: Unsupervised Photorealistic Face Rotation From Single-View Images.

Hang Zhou, Jihao Liu, Ziwei Liu, Yu Liu, Xiaogang Wang

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Online Deep Clustering for Unsupervised Representation Learning.

Xiaohang Zhan, Jiahao Xie, Ziwei Liu, Yew-Soon Ong, Chen Change Loy

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Self-Supervised Scene De-Occlusion.

Xiaohang Zhan, Xingang Pan, Bo Dai, Ziwei Liu, Dahua Lin, Chen Change Loy

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

MaskGAN: Towards Diverse and Interactive Facial Image Manipulation.

Cheng-Han Lee, Ziwei Liu, Lingyun Wu, Ping Luo

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

When NAS Meets Robustness: In Search of Robust Architectures Against Adversarial Attacks.

Minghao Guo, Yuzhe Yang, Rui Xu, Ziwei Liu, Dahua Lin

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Open Compound Domain Adaptation.

Ziwei Liu, Zhongqi Miao, Xingang Pan, Xiaohang Zhan, Dahua Lin, Stella X. Yu, Boqing Gong

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Dynamic Graph CNN for Learning on Point Clouds.

Yue Wang, Yongbin Sun, Ziwei Liu, Sanjay E. Sarma, Michael M. Bronstein, Justin M. Solomon

ACM Trans. Graph., 2019

When NAS Meets Robustness: In Search of Robust Architectures against Adversarial Attacks.

Minghao Guo, Yuzhe Yang, Rui Xu, Ziwei Liu

CoRR, 2019

Learning to Synthesize Fashion Textures.

Wu Shi, Tak-Wai Hui, Ziwei Liu, Dahua Lin, Chen Change Loy

CoRR, 2019

Compound Domain Adaptation in an Open World.

Ziwei Liu, Zhongqi Miao, Xingang Pan, Xiaohang Zhan, Stella X. Yu, Dahua Lin, Boqing Gong

CoRR, 2019

MMDetection: Open MMLab Detection Toolbox and Benchmark.

Kai Chen, Jiaqi Wang, Jiangmiao Pang, Yuhang Cao, Yu Xiong, Xiaoxiao Li, Shuyang Sun, Wansen Feng, Ziwei Liu, Jiarui Xu, Zheng Zhang, Dazhi Cheng, Chenchen Zhu, Tianheng Cheng, Qijie Zhao, Buyu Li, Xin Lu, Rui Zhu, Yue Wu, Jifeng Dai, Jingdong Wang, Jianping Shi, Wanli Ouyang, Chen Change Loy, Dahua Lin

CoRR, 2019

Vision-Infused Deep Audio Inpainting.

Hang Zhou, Ziwei Liu, Xudong Xu, Ping Luo, Xiaogang Wang

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

CARAFE: Content-Aware ReAssembly of FEatures.

Jiaqi Wang, Kai Chen, Rui Xu, Ziwei Liu, Chen Change Loy, Dahua Lin

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Delving Deep Into Hybrid Annotations for 3D Human Recovery in the Wild.

Yu Rong, Ziwei Liu, Cheng Li, Kaidi Cao, Chen Change Loy

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Self-Supervised Learning via Conditional Motion Propagation.

Xiaohang Zhan, Xingang Pan, Ziwei Liu, Dahua Lin, Chen Change Loy

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Hybrid Task Cascade for Instance Segmentation.

Kai Chen, Jiangmiao Pang, Jiaqi Wang, Yu Xiong, Xiaoxiao Li, Shuyang Sun, Wansen Feng, Ziwei Liu, Jianping Shi, Wanli Ouyang, Chen Change Loy, Dahua Lin

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Large-Scale Long-Tailed Recognition in an Open World.

Ziwei Liu, Zhongqi Miao, Xiaohang Zhan, Jiayun Wang, Boqing Gong, Stella X. Yu

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

One-shot Face Reenactment.

Yunxuan Zhang, Siwei Zhang, Yue He, Cheng Li, Chen Change Loy, Ziwei Liu

Proceedings of the 30th British Machine Vision Conference 2019, 2019

Talking Face Generation by Adversarially Disentangled Audio-Visual Representation.

Hang Zhou, Yu Liu, Ziwei Liu, Ping Luo, Xiaogang Wang

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Instance-Level Facial Attributes Transfer with Geometry-Aware Flow.

Weidong Yin, Ziwei Liu, Chen Change Loy

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

DPATCH: An Adversarial Patch Attack on Object Detectors.

Xin Liu, Huanrui Yang, Ziwei Liu, Linghao Song, Yiran Chen, Hai Li

Proceedings of the Workshop on Artificial Intelligence Safety 2019 co-located with the Thirty-Third AAAI Conference on Artificial Intelligence 2019 (AAAI-19), 2019

2018

Vision-Based Calibration of Dual RCM-Based Robot Arms in Human-Robot Collaborative Minimally Invasive Surgery.

Zerui Wang, Ziwei Liu, Qianli Ma, Alexis Cheng, Yunhui Liu, Sungmin Kim, Anton Deguet, Austin Reiter, Peter Kazanzides, Russell H. Taylor

IEEE Robotics Autom. Lett., 2018

Deep Learning Markov Random Field for Semantic Segmentation.

Ziwei Liu, Xiaoxiao Li, Ping Luo, Chen Change Loy, Xiaoou Tang

IEEE Trans. Pattern Anal. Mach. Intell., 2018

Adaptive Affinity Field for Semantic Segmentation.

Tsung-Wei Ke, Jyh-Jing Hwang, Ziwei Liu, Stella X. Yu

CoRR, 2018

Consensus-Driven Propagation in Massive Unlabeled Data for Face Recognition.

Xiaohang Zhan, Ziwei Liu, Junjie Yan, Dahua Lin, Chen Change Loy

Proceedings of the Computer Vision - ECCV 2018, 2018

Adaptive Affinity Fields for Semantic Segmentation.

Tsung-Wei Ke, Jyh-Jing Hwang, Ziwei Liu, Stella X. Yu

Proceedings of the Computer Vision - ECCV 2018, 2018

Mix-and-Match Tuning for Self-Supervised Semantic Segmentation.

Xiaohang Zhan, Ziwei Liu, Ping Luo, Xiaoou Tang, Chen Change Loy

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Video Object Segmentation with Re-identification.

Xiaoxiao Li, Yuankai Qi, Zhe Wang, Kai Chen, Ziwei Liu, Jianping Shi, Ping Luo, Xiaoou Tang, Chen Change Loy

CoRR, 2017

Unconstrained Fashion Landmark Detection via Hierarchical Recurrent Transformer Networks.

Sijie Yan, Ziwei Liu, Ping Luo, Shi Qiu, Xiaogang Wang, Xiaoou Tang

Proceedings of the 2017 ACM on Multimedia Conference, 2017

Video Frame Synthesis Using Deep Voxel Flow.

Ziwei Liu, Raymond A. Yeh, Xiaoou Tang, Yiming Liu, Aseem Agarwala

Proceedings of the IEEE International Conference on Computer Vision, 2017

Not All Pixels Are Equal: Difficulty-Aware Semantic Segmentation via Deep Layer Cascade.

Xiaoxiao Li, Ziwei Liu, Ping Luo, Chen Change Loy, Xiaoou Tang

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016

Semantic Facial Expression Editing using Autoencoded Flow.

Raymond A. Yeh, Ziwei Liu, Dan B. Goldman, Aseem Agarwala

CoRR, 2016

Fashion Landmark Detection in the Wild.

Ziwei Liu, Sijie Yan, Ping Luo, Xiaogang Wang, Xiaoou Tang

Proceedings of the Computer Vision - ECCV 2016, 2016

DeepFashion: Powering Robust Clothes Recognition and Retrieval with Rich Annotations.

Ziwei Liu, Ping Luo, Shi Qiu, Xiaogang Wang, Xiaoou Tang

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Face Model Compression by Distilling Knowledge from Neurons.

Ping Luo, Zhenyao Zhu, Ziwei Liu, Xiaogang Wang, Xiaoou Tang

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Deep Learning Face Attributes in the Wild.

Ziwei Liu, Ping Luo, Xiaogang Wang, Xiaoou Tang

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Semantic Image Segmentation via Deep Parsing Network.

Ziwei Liu, Xiaoxiao Li, Ping Luo, Chen Change Loy, Xiaoou Tang

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

2014

Fast burst images denoising.

Ziwei Liu, Lu Yuan, Xiaoou Tang, Matt Uyttendaele, Jian Sun

ACM Trans. Graph., 2014