Guosheng Lin

According to our database, Guosheng Lin authored at least 225 papers between 2012 and 2025.

Collaborative distances:

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

2025

NVDS$^{\mathbf{+}}$+: Towards Efficient and Versatile Neural Stabilizer for Video Depth Estimation.

Yiran Wang, Min Shi, Jiaqi Li, Chaoyi Hong, Zihao Huang, Juewen Peng, Zhiguo Cao, Jianming Zhang, Ke Xian, Guosheng Lin

IEEE Trans. Pattern Anal. Mach. Intell., January, 2025

2024

Instance Consistency Regularization for Semi-Supervised 3D Instance Segmentation.

Yizheng Wu, Zhiyu Pan, Kewei Wang, Xingyi Li, Jiahao Cui, Liwen Xiao, Guosheng Lin, Zhiguo Cao

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

Self-Supervised 3D Scene Flow Estimation and Motion Prediction Using Local Rigidity Prior.

Ruibo Li, Chi Zhang, Zhe Wang, Chunhua Shen, Guosheng Lin

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

Learning Temporal Variations for 4D Point Cloud Segmentation.

Hanyu Shi, Jiacheng Wei, Hao Wang, Fayao Liu, Guosheng Lin

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

ManiCLIP: Multi-attribute Face Manipulation from Text.

Hao Wang, Guosheng Lin, Ana Garcia del Molino, Anran Wang, Jiashi Feng, Zhiqi Shen

Int. J. Comput. Vis., October, 2024

An Adaptive Correlation Filtering Method for Text-Based Person Search.

Mengyang Sun, Wei Suo, Peng Wang, Kai Niu, Le Liu, Guosheng Lin, Yanning Zhang, Qi Wu

Int. J. Comput. Vis., October, 2024

Robust-EQA: Robust Learning for Embodied Question Answering With Noisy Labels.

Haonan Luo, Guosheng Lin, Fumin Shen, Xingguo Huang, Yazhou Yao, Hengtao Shen

IEEE Trans. Neural Networks Learn. Syst., September, 2024

Towards Robust Monocular Depth Estimation: A New Baseline and Benchmark.

Ke Xian, Zhiguo Cao, Chunhua Shen, Guosheng Lin

Int. J. Comput. Vis., July, 2024

Indoor Smartphone SLAM With Acoustic Echoes.

Wenjie Luo, Qun Song, Zhenyu Yan, Rui Tan, Guosheng Lin

IEEE Trans. Mob. Comput., June, 2024

Dense Supervision Propagation for Weakly Supervised Semantic Segmentation on 3D Point Clouds.

Jiacheng Wei, Guosheng Lin, Kim-Hui Yap, Fayao Liu, Tzu-Yi Hung

IEEE Trans. Circuits Syst. Video Technol., June, 2024

Reliability-Adaptive Consistency Regularization for Weakly-Supervised Point Cloud Segmentation.

Zhonghua Wu, Yicheng Wu, Guosheng Lin, Jianfei Cai

Int. J. Comput. Vis., June, 2024

Harmonizing Base and Novel Classes: A Class-Contrastive Approach for Generalized Few-Shot Segmentation.

Weide Liu, Zhonghua Wu, Yang Zhao, Yuming Fang, Chuan-Sheng Foo, Jun Cheng, Guosheng Lin

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

LCReg: Long-tailed image classification with Latent Categories based Recognition.

Weide Liu, Zhonghua Wu, Yiming Wang, Henghui Ding, Fayao Liu, Jie Lin, Guosheng Lin

Pattern Recognit., January, 2024

Neural Logic Vision Language Explainer.

Xiaofeng Yang, Fayao Liu, Guosheng Lin

IEEE Trans. Multim., 2024

ViTA: Video Transformer Adaptor for Robust Video Depth Estimation.

Ke Xian, Juewen Peng, Zhiguo Cao, Jianming Zhang, Guosheng Lin

IEEE Trans. Multim., 2024

A Unified Transformer Framework for Group-Based Segmentation: Co-Segmentation, Co-Saliency Detection and Video Salient Object Detection.

Yukun Su, Jingliang Deng, Ruizhou Sun, Guosheng Lin, Hanjing Su, Qingyao Wu

IEEE Trans. Multim., 2024

CMNet: Component-Aware Matching Network for Few-Shot Point Cloud Classification.

Lvlong Lai, Jian Chen, Guosheng Lin, Qingyao Wu

IEEE Trans. Multim., 2024

Neural Radiance Selector: Find the best 2D representations of 3D data for CLIP based 3D tasks.

Xiaofeng Yang, Fayao Liu, Guosheng Lin

Knowl. Based Syst., 2024

Meta-Exploiting Frequency Prior for Cross-Domain Few-Shot Learning.

Fei Zhou, Peng Wang, Lei Zhang, Zhenghua Chen, Wei Wei, Chen Ding, Guosheng Lin, Yanning Zhang

CoRR, 2024

Hybrid Mamba for Few-Shot Segmentation.

Qianxiong Xu, Xuanyi Liu, Lanyun Zhu, Guosheng Lin, Cheng Long, Ziyue Li, Rui Zhao

CoRR, 2024

High Quality Human Image Animation using Regional Supervision and Motion Blur Condition.

Zhongcong Xu, Chaoyue Song, Guoxian Song, Jianfeng Zhang, Jun Hao Liew, Hongyi Xu, You Xie, Linjie Luo, Guosheng Lin, Jiashi Feng, Mike Zheng Shou

CoRR, 2024

MotionCom: Automatic and Motion-Aware Image Composition with LLM and Video Diffusion Prior.

Weijing Tao, Xiaofeng Yang, Miaomiao Cui, Guosheng Lin

CoRR, 2024

Prim2Room: Layout-Controllable Room Mesh Generation from Primitives.

Chengzeng Feng, Jiacheng Wei, Cheng Chen, Yang Li, Pan Ji, Fayao Liu, Hongdong Li, Guosheng Lin

CoRR, 2024

3D-VirtFusion: Synthetic 3D Data Augmentation through Generative Diffusion Models and Controllable Editing.

Shichao Dong, Ze Yang, Guosheng Lin

CoRR, 2024

MeshAnything V2: Artist-Created Mesh Generation With Adjacent Mesh Tokenization.

Yiwen Chen, Yikai Wang, Yihao Luo, Zhengyi Wang, Zilong Chen, Jun Zhu, Chi Zhang, Guosheng Lin

CoRR, 2024

MeshAnything: Artist-Created Mesh Generation with Autoregressive Transformers.

Yiwen Chen, Tong He, Di Huang, Weicai Ye, Sijin Chen, Jiaxiang Tang, Xin Chen, Zhongang Cai, Lei Yang, Gang Yu, Guosheng Lin, Chi Zhang

CoRR, 2024

OrientDream: Streamlining Text-to-3D Generation with Explicit Orientation Control.

Yuzhong Huang, Zhong Li, Zhang Chen, Zhiyuan Ren, Guosheng Lin, Fred Morstatter, Yi Xu

CoRR, 2024

Text-to-Image Rectified Flow as Plug-and-Play Priors.

Xiaofeng Yang, Cheng Chen, Xulei Yang, Fayao Liu, Guosheng Lin

CoRR, 2024

Sync4D: Video Guided Controllable Dynamics for Physics-Based 4D Generation.

Zhoujie Fu, Jiacheng Wei, Wenhao Shen, Chaoyue Song, Xiaofeng Yang, Fayao Liu, Xulei Yang, Guosheng Lin

CoRR, 2024

PS-CAD: Local Geometry Guidance via Prompting and Selection for CAD Reconstruction.

Bingchen Yang, Haiyong Jiang, Hao Pan, Peter Wonka, Jun Xiao, Guosheng Lin

CoRR, 2024

Magic-Boost: Boost 3D Generation with Mutli-View Conditioned Diffusion.

Fan Yang, Jianfeng Zhang, Yichun Shi, Bowen Chen, Chenxu Zhang, Huichao Zhang, Xiaofeng Yang, Jiashi Feng, Guosheng Lin

CoRR, 2024

Style-Consistent 3D Indoor Scene Synthesis with Decoupled Objects.

Yunfan Zhang, Hong Huang, Zhiwei Xiong, Zhiqi Shen, Guosheng Lin, Hao Wang, Nicholas Vun

CoRR, 2024

HMR-Adapter: A Lightweight Adapter with Dual-Path Cross Augmentation for Expressive Human Mesh Recovery.

Wenhao Shen, Wanqi Yin, Hao Wang, Chen Wei, Zhongang Cai, Lei Yang, Guosheng Lin

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

Rethinking the Effect of Uninformative Class Name in Prompt Learning.

Fengmao Lv, Changru Nie, Jianyang Zhang, Guowu Yang, Guosheng Lin, Xiao Wu, Tianrui Li

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

iControl3D: An Interactive System for Controllable 3D Scene Generation.

Xingyi Li, Yizheng Wu, Jun Cen, Juewen Peng, Kewei Wang, Ke Xian, Zhe Wang, Zhiguo Cao, Guosheng Lin

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

Sentiment-oriented Sarcasm Integration for Video Sentiment Analysis Enhancement with Sarcasm Assistance.

Junlin Fang, Wenya Wang, Guosheng Lin, Fengmao Lv

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

DeCo: Decoupled Human-Centered Diffusion Video Editing with Motion Consistency.

Xiaojing Zhong, Xinyi Huang, Xiaofeng Yang, Guosheng Lin, Qingyao Wu

Proceedings of the Computer Vision - ECCV 2024, 2024

Learn to Optimize Denoising Scores: A Unified and Improved Diffusion Prior for 3D Generation.

Xiaofeng Yang, Yiwen Chen, Cheng Chen, Chi Zhang, Yi Xu, Xulei Yang, Fayao Liu, Guosheng Lin

Proceedings of the Computer Vision - ECCV 2024, 2024

Eliminating Feature Ambiguity for Few-Shot Segmentation.

Qianxiong Xu, Guosheng Lin, Chen Change Loy, Cheng Long, Ziyue Li, Rui Zhao

Proceedings of the Computer Vision - ECCV 2024, 2024

3DFG-PIFu: 3D Feature Grids for Human Digitization from Sparse Views.

Kennard Yanting Chan, Fayao Liu, Guosheng Lin, Chuan Sheng Foo, Weisi Lin

Proceedings of the Computer Vision - ECCV 2024, 2024

AttriHuman-3D: Editable 3D Human Avatar Generation with Attribute Decomposition and Indexing.

Fan Yang, Tianyi Chen, Xiaosheng He, Zhongang Cai, Lei Yang, Si Wu, Guosheng Lin

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

Self-Supervised Class-Agnostic Motion Prediction with Spatial and Temporal Consistency Regularizations.

Kewei Wang, Yizheng Wu, Jun Cen, Zhiyu Pan, Xingyi Li, Zhe Wang, Zhiguo Cao, Guosheng Lin

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

REACTO: Reconstructing Articulated Objects from a Single Video.

Chaoyue Song, Jiacheng Wei, Chuan Sheng Foo, Guosheng Lin, Fayao Liu

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

S-DyRF: Reference-Based Stylized Radiance Fields for Dynamic Scenes.

Xingyi Li, Zhiguo Cao, Yizheng Wu, Kewei Wang, Ke Xian, Zhe Wang, Guosheng Lin

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

Sculpt3D: Multi-View Consistent Text-to-3D Generation with Sparse 3D Prior.

Cheng Chen, Xiaofeng Yang, Fan Yang, Chengzeng Feng, Zhoujie Fu, Chuan-Sheng Foo, Guosheng Lin, Fayao Liu

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

GaussianEditor: Swift and Controllable 3D Editing with Gaussian Splatting.

Yiwen Chen, Zilong Chen, Chi Zhang, Feng Wang, Xiaofeng Yang, Yikai Wang, Zhongang Cai, Lei Yang, Huaping Liu, Guosheng Lin

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

R-Cyclic Diffuser: Reductive and Cyclic Latent Diffusion for 3D Clothed Human Digitalization.

Kennard Yanting Chan, Fayao Liu, Guosheng Lin, Chuan Sheng Foo, Weisi Lin

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

Enhanced Visual Instruction Tuning with Synthesized Image-Dialogue Data.

Yanda Li, Chi Zhang, Gang Yu, Wanqi Yang, Zhibin Wang, Bin Fu, Guosheng Lin, Chunhua Shen, Ling Chen, Yunchao Wei

Proceedings of the Findings of the Association for Computational Linguistics, 2024

Diverse and Stable 2D Diffusion Guided Text to 3D Generation with Noise Recalibration.

Xiaofeng Yang, Fayao Liu, Yi Xu, Hanjing Su, Qingyao Wu, Guosheng Lin

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Semi-supervised Class-Agnostic Motion Prediction with Pseudo Label Regeneration and BEVMix.

Kewei Wang, Yizheng Wu, Zhiyu Pan, Xingyi Li, Ke Xian, Zhe Wang, Zhiguo Cao, Guosheng Lin

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

IT3D: Improved Text-to-3D Generation with Explicit View Synthesis.

Yiwen Chen, Chi Zhang, Xiaofeng Yang, Zhongang Cai, Gang Yu, Lei Yang, Guosheng Lin

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Fine Structure-Aware Sampling: A New Sampling Training Scheme for Pixel-Aligned Implicit Models in Single-View Human Reconstruction.

Kennard Yanting Chan, Fayao Liu, Guosheng Lin, Chuan Sheng Foo, Weisi Lin

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Temporal Feature Matching and Propagation for Semantic Segmentation on 3D Point Cloud Sequences.

Hanyu Shi, Ruibo Li, Fayao Liu, Guosheng Lin

IEEE Trans. Circuits Syst. Video Technol., December, 2023

Contrastive Generative Network with Recursive-Loop for 3D point cloud generalized zero-shot classification.

Yun Hao, Yukun Su, Guosheng Lin, Hanjing Su, Qingyao Wu

Pattern Recognit., December, 2023

Self-Training Vision Language BERTs With a Unified Conditional Model.

Xiaofeng Yang, Fengmao Lv, Fayao Liu, Guosheng Lin

IEEE Trans. Circuits Syst. Video Technol., August, 2023

Unsupervised 3D Pose Transfer With Cross Consistency and Dual Reconstruction.

Chaoyue Song, Jiacheng Wei, Ruibo Li, Fayao Liu, Guosheng Lin

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

Depth and Video Segmentation Based Visual Attention for Embodied Question Answering.

Haonan Luo, Guosheng Lin, Yazhou Yao, Fayao Liu, Zichuan Liu, Zhenmin Tang

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

DeepEMD: Differentiable Earth Mover's Distance for Few-Shot Learning.

Chi Zhang, Yujun Cai, Guosheng Lin, Chunhua Shen

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

Improving Tail-Class Representation with Centroid Contrastive Learning.

Anthony Meng Huat Tiong, Junnan Li, Guosheng Lin, Boyang Li, Caiming Xiong, Steven C. H. Hoi

Pattern Recognit. Lett., April, 2023

Learning Structural Representations for Recipe Generation and Food Retrieval.

Hao Wang, Guosheng Lin, Steven C. H. Hoi, Chunyan Miao

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

Guided by Meta-Set: A Data-Driven Method for Fine-Grained Visual Recognition.

Chuanyi Zhang, Guosheng Lin, Qiong Wang, Fumin Shen, Yazhou Yao, Zhenmin Tang

IEEE Trans. Multim., 2023

Effective End-to-End Vision Language Pretraining With Semantic Visual Loss.

Xiaofeng Yang, Fayao Liu, Guosheng Lin

IEEE Trans. Multim., 2023

Few-Shot Segmentation With Optimal Transport Matching and Message Flow.

Weide Liu, Chi Zhang, Henghui Ding, Tzu-Yi Hung, Guosheng Lin

IEEE Trans. Multim., 2023

Cross-Image Region Mining With Region Prototypical Network for Weakly Supervised Segmentation.

Weide Liu, Xiangfei Kong, Tzu-Yi Hung, Guosheng Lin

IEEE Trans. Multim., 2023

Semantic Consistent Embedding for Domain Adaptive Zero-Shot Learning.

Jianyang Zhang, Guowu Yang, Ping Hu, Guosheng Lin, Fengmao Lv

IEEE Trans. Image Process., 2023

Efficient Few-Shot Object Detection via Knowledge Inheritance.

Ze Yang, Chi Zhang, Ruibo Li, Yi Xu, Guosheng Lin

IEEE Trans. Image Process., 2023

Single-View 3D Mesh Reconstruction for Seen and Unseen Categories.

Xianghui Yang, Guosheng Lin, Luping Zhou

IEEE Trans. Image Process., 2023

Learn to Optimize Denoising Scores for 3D Generation: A Unified and Improved Diffusion Prior on NeRF and 3D Gaussian Splatting.

Xiaofeng Yang, Yiwen Chen, Cheng Chen, Chi Zhang, Yi Xu, Xulei Yang, Fayao Liu, Guosheng Lin

CoRR, 2023

Few-shot Image Generation via Style Adaptation and Content Preservation.

Xiaosheng He, Fan Yang, Fayao Liu, Guosheng Lin

CoRR, 2023

SARA: Controllable Makeup Transfer with Spatial Alignment and Region-Adaptive Normalization.

Xiaojing Zhong, Xinyi Huang, Zhonghua Wu, Guosheng Lin, Qingyao Wu

CoRR, 2023

DI-Net : Decomposed Implicit Garment Transfer Network for Digital Clothed 3D Human.

Xiaojing Zhong, Yukun Su, Zhonghua Wu, Guosheng Lin, Qingyao Wu

CoRR, 2023

Learning-Based Biharmonic Augmentation for Point Cloud Classification.

Jiacheng Wei, Guosheng Lin, Henghui Ding, Jie Hu, Kim-Hui Yap

CoRR, 2023

Leveraging Large-Scale Pretrained Vision Foundation Models for Label-Efficient 3D Point Cloud Segmentation.

Shichao Dong, Fayao Liu, Guosheng Lin

CoRR, 2023

Neural Vector Fields: Generalizing Distance Vector Fields by Codebooks and Zero-Curl Regularization.

Xianghui Yang, Guosheng Lin, Zhenghao Chen, Luping Zhou

CoRR, 2023

Improving Video Violence Recognition with Human Interaction Learning on 3D Skeleton Point Clouds.

Yukun Su, Guosheng Lin, Qingyao Wu

CoRR, 2023

IT3D: Improved Text-to-3D Generation with Explicit View Synthesis.

Yiwen Chen, Chi Zhang, Xiaofeng Yang, Zhongang Cai, Gang Yu, Lei Yang, Guosheng Lin

CoRR, 2023

StableLLaVA: Enhanced Visual Instruction Tuning with Synthesized Image-Dialogue Data.

Yanda Li, Chi Zhang, Gang Yu, Zhibin Wang, Bin Fu, Guosheng Lin, Chunhua Shen, Ling Chen, Yunchao Wei

CoRR, 2023

Unlimited Knowledge Distillation for Action Recognition in the Dark.

Ruibing Jin, Guosheng Lin, Min Wu, Jie Lin, Zhengguo Li, Xiaoli Li, Zhenghua Chen

CoRR, 2023

Weakly Supervised 3D Instance Segmentation without Instance-level Annotations.

Shichao Dong, Guosheng Lin

CoRR, 2023

StyleAvatar3D: Leveraging Image-Text Diffusion Models for High-Fidelity 3D Avatar Generation.

Chi Zhang, Yiwen Chen, Yijun Fu, Zhenglin Zhou, Gang Yu, Billzb Wang, Bin Fu, Tao Chen, Guosheng Lin, Chunhua Shen

CoRR, 2023

OR-NeRF: Object Removing from 3D Scenes Guided by Multiview Segmentation with Neural Radiance Fields.

Youtan Yin, Zhoujie Fu, Fan Yang, Guosheng Lin

CoRR, 2023

MoDA: Modeling Deformable 3D Objects from Casual Videos.

Chaoyue Song, Tianyi Chen, Yiwen Chen, Jiacheng Wei, Chuan Sheng Foo, Fayao Liu, Guosheng Lin

CoRR, 2023

StarNet: Style-Aware 3D Point Cloud Generation.

Yunfan Zhang, Hao Wang, Guosheng Lin, Vun Chan Hua Nicholas, Zhiqi Shen, Chunyan Miao

CoRR, 2023

Toward Re-Identifying Any Animal.

Bingliang Jiao, Lingqiao Liu, Liying Gao, Ruiqi Wu, Guosheng Lin, Peng Wang, Yanning Zhang

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

Make-It-4D: Synthesizing a Consistent Long-Term Dynamic Scene Video from a Single Image.

Liao Shen, Xingyi Li, Huiqiang Sun, Juewen Peng, Ke Xian, Zhiguo Cao, Guosheng Lin

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Iterative Refinement for Multi-Source Visual Domain Adaptation (Extended abstract).

Hanrui Wu, Yuguang Yan, Guosheng Lin, Min Yang, Michael K. Ng, Qingyao Wu

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Self-Calibrated Cross Attention Network for Few-Shot Segmentation.

Qianxiong Xu, Wenting Zhao, Guosheng Lin, Cheng Long

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

Collaborative Propagation on Multiple Instance Graphs for 3D Instance Segmentation with Single-point Supervision.

Shichao Dong, Ruibo Li, Jiacheng Wei, Fayao Liu, Guosheng Lin

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

Neural Video Depth Stabilizer.

Yiran Wang, Min Shi, Jiaqi Li, Zihao Huang, Zhiguo Cao, Jianming Zhang, Ke Xian, Guosheng Lin

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

Label-Guided Knowledge Distillation for Continual Semantic Segmentation on 2D Images and 3D Point Clouds.

Ze Yang, Ruibo Li, Evan Ling, Chi Zhang, Yiming Wang, Dezhao Huang, Keng Teck Ma, Minhoe Hur, Guosheng Lin

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

Neural Vector Fields: Implicit Representation by Explicit Learning.

Xianghui Yang, Guosheng Lin, Zhenghao Chen, Luping Zhou

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

TAPS3D: Text-Guided 3D Textured Shape Generation from Pseudo Supervision.

Jiacheng Wei, Hao Wang, Jiashi Feng, Guosheng Lin, Kim-Hui Yap

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

3D Cinemagraphy from a Single Image.

Xingyi Li, Zhiguo Cao, Huiqiang Sun, Jianming Zhang, Ke Xian, Guosheng Lin

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

Weakly Supervised Class-agnostic Motion Prediction for Autonomous Driving.

Ruibo Li, Hanyu Shi, Ziang Fu, Zhe Wang, Guosheng Lin

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

2022

Iterative Refinement for Multi-Source Visual Domain Adaptation.

Hanrui Wu, Yuguang Yan, Guosheng Lin, Min Yang, Michael K. Ng, Qingyao Wu

IEEE Trans. Knowl. Data Eng., 2022

Cross-Modal Graph With Meta Concepts for Video Captioning.

Hao Wang, Guosheng Lin, Steven C. H. Hoi, Chunyan Miao

IEEE Trans. Image Process., 2022

Dense Semantics-Assisted Networks for Video Action Recognition.

Haonan Luo, Guosheng Lin, Yazhou Yao, Zhenmin Tang, Qingyao Wu, Xiansheng Hua

IEEE Trans. Circuits Syst. Video Technol., 2022

Decomposing generation networks with structure prediction for recipe generation.

Hao Wang, Guosheng Lin, Steven C. H. Hoi, Chunyan Miao

Pattern Recognit., 2022

Feature flow: In-network feature flow estimation for video object detection.

Ruibing Jin, Guosheng Lin, Changyun Wen, Jianliang Wang, Fayao Liu

Pattern Recognit., 2022

Tackling background ambiguities in multi-class few-shot point cloud semantic segmentation.

Lvlong Lai, Jian Chen, Chi Zhang, Zehong Zhang, Guosheng Lin, Qingyao Wu

Knowl. Based Syst., 2022

Online Active Proposal Set Generation for weakly supervised object detection.

Ruibing Jin, Guosheng Lin, Changyun Wen

Knowl. Based Syst., 2022

Learning language to symbol and language to vision mapping for visual grounding.

Su He, Xiaofeng Yang, Guosheng Lin

Image Vis. Comput., 2022

CRCNet: Few-Shot Segmentation with Cross-Reference and Region-Global Conditional Networks.

Weide Liu, Chi Zhang, Guosheng Lin, Fayao Liu

Int. J. Comput. Vis., 2022

Generalizable Person Re-Identification via Viewpoint Alignment and Fusion.

Bingliang Jiao, Lingqiao Liu, Liying Gao, Guosheng Lin, Ruiqi Wu, Shizhou Zhang, Peng Wang, Yanning Zhang

CoRR, 2022

ManiCLIP: Multi-Attribute Face Manipulation from Text.

Hao Wang, Guosheng Lin, Ana Garcia del Molino, Anran Wang, Zehuan Yuan, Chunyan Miao, Jiashi Feng

CoRR, 2022

RWSeg: Cross-graph Competing Random Walks for Weakly Supervised 3D Instance Segmentation.

Shichao Dong, Ruibo Li, Jiacheng Wei, Fayao Liu, Guosheng Lin

CoRR, 2022

ZeroMesh: Zero-shot Single-view 3D Mesh Reconstruction.

Xianghui Yang, Guosheng Lin, Luping Zhou

CoRR, 2022

3D Cartoon Face Generation with Controllable Expressions from a Single GAN Image.

Hao Wang, Guosheng Lin, Steven C. H. Hoi, Chunyan Miao

CoRR, 2022

Learning Spatial and Temporal Variations for 4D Point Cloud Segmentation.

Hanyu Shi, Jiacheng Wei, Hao Wang, Fayao Liu, Guosheng Lin

CoRR, 2022

Long-tailed Recognition by Learning from Latent Categories.

Weide Liu, Zhonghua Wu, Yiming Wang, Henghui Ding, Fayao Liu, Jie Lin, Guosheng Lin

CoRR, 2022

Efficient Few-Shot Object Detection via Knowledge Inheritance.

Ze Yang, Chi Zhang, Ruibo Li, Guosheng Lin

CoRR, 2022

A Unified Transformer Framework for Group-based Segmentation: Co-Segmentation, Co-Saliency Detection and Video Salient Object Detection.

Yukun Su, Jingliang Deng, Ruizhou Sun, Guosheng Lin, Qingyao Wu

CoRR, 2022

Indoor Smartphone SLAM with Learned Echoic Location Features.

Wenjie Luo, Qun Song, Zhenyu Yan, Rui Tan, Guosheng Lin

Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems, 2022

S-PIFu: Integrating Parametric Human Models with PIFu for Single-view Clothed Human Reconstruction.

Kennard Yanting Chan, Guosheng Lin, Haiyu Zhao, Weisi Lin

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

Paired Cross-Modal Data Augmentation for Fine-Grained Image-to-Text Retrieval.

Hao Wang, Guosheng Lin, Steven C. H. Hoi, Chunyan Miao

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Few-shot Open-set Recognition Using Background as Unknowns.

Nan Song, Chi Zhang, Guosheng Lin

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Dual Adaptive Transformations for Weakly Supervised Point Cloud Segmentation.

Zhonghua Wu, Yicheng Wu, Guosheng Lin, Jianfei Cai, Chen Qian

Proceedings of the Computer Vision - ECCV 2022, 2022

General Object Pose Transformation Network from Unpaired Data.

Yukun Su, Guosheng Lin, Ruizhou Sun, Qingyao Wu

Proceedings of the Computer Vision - ECCV 2022, 2022

Dynamically Transformed Instance Normalization Network for Generalizable Person Re-Identification.

Bingliang Jiao, Lingqiao Liu, Liying Gao, Guosheng Lin, Lu Yang, Shizhou Zhang, Peng Wang, Yanning Zhang

Proceedings of the Computer Vision - ECCV 2022, 2022

Learning Regional Purity for Instance Segmentation on 3D Point Clouds.

Shichao Dong, Guosheng Lin, Tzu-Yi Hung

Proceedings of the Computer Vision - ECCV 2022, 2022

IntegratedPIFu: Integrated Pixel Aligned Implicit Function for Single-View Human Reconstruction.

Kennard Yanting Chan, Guosheng Lin, Haiyu Zhao, Weisi Lin

Proceedings of the Computer Vision - ECCV 2022, 2022

Expanding Large Pre-trained Unimodal Models with Multimodal Information Injection for Image-Text Multimodal Classification.

Tao Liang, Guosheng Lin, Mingyang Wan, Tianrui Li, Guojun Ma, Fengmao Lv

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

RigidFlow: Self-Supervised Scene Flow Learning on Point Clouds by Local Rigidity Prior.

Ruibo Li, Chi Zhang, Guosheng Lin, Zhe Wang, Chunhua Shen

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

Weakly Supervised Segmentation on Outdoor 4D point clouds with Temporal Matching and Spatial Graph Propagation.

Hanyu Shi, Jiacheng Wei, Ruibo Li, Fayao Liu, Guosheng Lin

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

SymmNeRF: Learning to Explore Symmetry Prior for Single-View View Synthesis.

Xingyi Li, Chaoyi Hong, Yiran Wang, Zhiguo Cao, Ke Xian, Guosheng Lin

Proceedings of the Computer Vision - ACCV 2022, 2022

Self-Supervised Object Localization with Joint Graph Partition.

Yukun Su, Guosheng Lin, Yun Hao, Yiwen Cao, Wenjun Wang, Qingyao Wu

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

Point Discriminative Learning for Data-efficient 3D Point Cloud Analysis.

Fayao Liu, Guosheng Lin, Chuan-Sheng Foo, Chaitanya K. Joshi, Jie Lin

Proceedings of the International Conference on 3D Vision, 2022

2021

CycleSegNet: Object Co-Segmentation With Cycle Refinement and Region Correspondence.

Chi Zhang, Guankai Li, Guosheng Lin, Qingyao Wu, Rui Yao

IEEE Trans. Image Process., 2021

Progressive Self-Guided Loss for Salient Object Detection.

Sheng Yang, Weisi Lin, Guosheng Lin, Qiuping Jiang, Zichuan Liu

IEEE Trans. Image Process., 2021

On Lightweight Privacy-preserving Collaborative Learning for Internet of Things by Independent Random Projections.

Linshan Jiang, Rui Tan, Xin Lou, Guosheng Lin

ACM Trans. Internet Things, 2021

Weakly-Supervised Cross-Domain Road Scene Segmentation via Multi-Level Curriculum Adaptation.

Fengmao Lv, Guosheng Lin, Peng Liu, Guowu Yang, Sinno Jialin Pan, Lixin Duan

IEEE Trans. Circuits Syst. Video Technol., 2021

Guided Co-Segmentation Network for Fast Video Object Segmentation.

Weide Liu, Guosheng Lin, Tianyi Zhang, Zichuan Liu

IEEE Trans. Circuits Syst. Video Technol., 2021

Graph neural network for 6D object pose estimation.

Pengshuai Yin, Jiayong Ye, Guosheng Lin, Qingyao Wu

Knowl. Based Syst., 2021

Few-shot fine-grained classification with Spatial Attentive Comparison.

Xiaoqian Ruan, Guosheng Lin, Cheng Long, Shengli Lu

Knowl. Based Syst., 2021

CNN-Based RGB-D Salient Object Detection: Learn, Select, and Fuse.

Hao Chen, Youfu Li, Yongjian Deng, Guosheng Lin

Int. J. Comput. Vis., 2021

Calibrating Class Activation Maps for Long-Tailed Visual Recognition.

Chi Zhang, Guosheng Lin, Lvlong Lai, Henghui Ding, Qingyao Wu

CoRR, 2021

Few-Shot Segmentation with Global and Local Contrastive Learning.

Weide Liu, Zhonghua Wu, Henghui Ding, Fayao Liu, Jie Lin, Guosheng Lin

CoRR, 2021

M2IOSR: Maximal Mutual Information Open Set Recognition.

Xin Sun, Henghui Ding, Chi Zhang, Guosheng Lin, Keck Voon Ling

CoRR, 2021

Point Discriminative Learning for Unsupervised Representation Learning on 3D Point Clouds.

Fayao Liu, Guosheng Lin, Chuan-Sheng Foo

CoRR, 2021

Remember What You have drawn: Semantic Image Manipulation with Memory.

Xiangxi Shi, Zhonghua Wu, Guosheng Lin, Jianfei Cai, Shafiq R. Joty

CoRR, 2021

CycleSegNet: Object Co-segmentation with Cycle Refinement and Region Correspondence.

Guankai Li, Chi Zhang, Guosheng Lin

CoRR, 2021

3D Pose Transfer with Correspondence Learning and Mesh Refinement.

Chaoyue Song, Jiacheng Wei, Ruibo Li, Fayao Liu, Guosheng Lin

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

MV-TON: Memory-based Video Virtual Try-on network.

Xiaojing Zhong, Zhonghua Wu, Taizhe Tan, Guosheng Lin, Qingyao Wu

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

Cycle-Consistent Inverse GAN for Text-to-Image Synthesis.

Hao Wang, Guosheng Lin, Steven C. H. Hoi, Chunyan Miao

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

Modeling the Uncertainty for Self-supervised 3D Skeleton Action Representation Learning.

Yukun Su, Guosheng Lin, Ruizhou Sun, Yun Hao, Qingyao Wu

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

Learning Meta-class Memory for Few-Shot Semantic Segmentation.

Zhonghua Wu, Xiangxi Shi, Guosheng Lin, Jianfei Cai

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

Context Decoupling Augmentation for Weakly Supervised Semantic Segmentation.

Yukun Su, Ruizhou Sun, Guosheng Lin, Qingyao Wu

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

Self-supervised 3D Skeleton Action Representation Learning with Motion Consistency and Continuity.

Yukun Su, Guosheng Lin, Qingyao Wu

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

Attention is not Enough: Mitigating the Distribution Discrepancy in Asynchronous Multimodal Sequence Fusion.

Tao Liang, Guosheng Lin, Lei Feng, Yan Zhang, Fengmao Lv

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

Meta Navigator: Search for a Good Adaptation Policy for Few-shot Learning.

Chi Zhang, Henghui Ding, Guosheng Lin, Ruibo Li, Changhu Wang, Chunhua Shen

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

Few-Shot Incremental Learning With Continually Evolved Classifiers.

Chi Zhang, Nan Song, Guosheng Lin, Yun Zheng, Pan Pan, Yinghui Xu

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

CT-Net: Complementary Transfering Network for Garment Transfer With Arbitrary Geometric Changes.

Fan Yang, Guosheng Lin

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

Progressive Modality Reinforcement for Human Multimodal Emotion Recognition From Unaligned Multimodal Sequences.

Fengmao Lv, Xiang Chen, Yanyong Huang, Lixin Duan, Guosheng Lin

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

Self-Point-Flow: Self-Supervised Scene Flow Estimation From Point Clouds With Optimal Transport and Random Walk.

Ruibo Li, Guosheng Lin, Lihua Xie

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

HCRF-Flow: Scene Flow From Point Clouds With Continuous High-Order CRFs and Position-Aware Flow Embedding.

Ruibo Li, Guosheng Lin, Tong He, Fayao Liu, Chunhua Shen

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

2020

A Dilated Inception Network for Visual Saliency Prediction.

Sheng Yang, Guosheng Lin, Qiuping Jiang, Weisi Lin

IEEE Trans. Multim., 2020

Video Object Segmentation and Tracking: A Survey.

Rui Yao, Guosheng Lin, Shixiong Xia, Jiaqi Zhao, Yong Zhou

ACM Trans. Intell. Syst. Technol., 2020

RGBD Salient Object Detection via Disentangled Cross-Modal Fusion.

Hao Chen, Yongjian Deng, Youfu Li, Tzu-Yi Hung, Guosheng Lin

IEEE Trans. Image Process., 2020

Motion Context Network for Weakly Supervised Object Detection in Videos.

Ruibing Jin, Guosheng Lin, Changyun Wen, Jianliang Wang

IEEE Signal Process. Lett., 2020

RefineNet: Multi-Path Refinement Networks for Dense Prediction.

Guosheng Lin, Fayao Liu, Anton Milan, Chunhua Shen, Ian D. Reid

IEEE Trans. Pattern Anal. Mach. Intell., 2020

Bottom-Up Scene Text Detection with Markov Clustering Networks.

Zichuan Liu, Guosheng Lin, Wang Ling Goh

Int. J. Comput. Vis., 2020

Compositional Prototype Network with Multi-view Comparision for Few-Shot Point Cloud Semantic Segmentation.

Xiaoyu Chen, Chi Zhang, Guosheng Lin, Jing Han

CoRR, 2020

LAGNet: Logic-Aware Graph Network for Human Interaction Understanding.

Zhenhua Wang, Jiajun Meng, Jin Zhou, Dongyan Guo, Guosheng Lin, Jianhua Zhang, Qinfeng (Javen) Shi, Shengyong Chen

CoRR, 2020

Open Set Recognition with Conditional Probabilistic Generative Models.

Xin Sun, Chi Zhang, Guosheng Lin, Keck Voon Ling

CoRR, 2020

Decomposed Generation Networks with Structure Prediction for Recipe Generation from Food Images.

Hao Wang, Guosheng Lin, Steven C. H. Hoi, Chunyan Miao

CoRR, 2020

Weakly Supervised Segmentation with Maximum Bipartite Graph Matching.

Weide Liu, Chi Zhang, Guosheng Lin, Tzu-Yi Hung, Chunyan Miao

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Splitting Vs. Merging: Mining Object Regions with Discrepancy and Intersection Loss for Weakly Supervised Semantic Segmentation.

Tianyi Zhang, Guosheng Lin, Weide Liu, Jianfei Cai, Alex C. Kot

Proceedings of the Computer Vision - ECCV 2020, 2020

TRRNet: Tiered Relation Reasoning for Compositional Visual Question Answering.

Xiaofeng Yang, Guosheng Lin, Fengmao Lv, Fayao Liu

Proceedings of the Computer Vision - ECCV 2020, 2020

Structure-Aware Generation Network for Recipe Generation from Images.

Hao Wang, Guosheng Lin, Steven C. H. Hoi, Chunyan Miao

Proceedings of the Computer Vision - ECCV 2020, 2020

Human Interaction Learning on 3D Skeleton Point Clouds for Video Violence Recognition.

Yukun Su, Guosheng Lin, Jin-Hui Zhu, Qingyao Wu

Proceedings of the Computer Vision - ECCV 2020, 2020

Graph Edit Distance Reward: Learning to Edit Scene Graph.

Lichang Chen, Guosheng Lin, Shijie Wang, Qingyao Wu

Proceedings of the Computer Vision - ECCV 2020, 2020

DeepEMD: Few-Shot Image Classification With Differentiable Earth Mover's Distance and Structured Classifiers.

Chi Zhang, Yujun Cai, Guosheng Lin, Chunhua Shen

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

Exploring Bottom-Up and Top-Down Cues With Attentive Learning for Webly Supervised Object Detection.

Zhonghua Wu, Qingyi Tao, Guosheng Lin, Jianfei Cai

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

Multi-Path Region Mining for Weakly Supervised 3D Semantic Segmentation on Point Clouds.

Jiacheng Wei, Guosheng Lin, Kim-Hui Yap, Tzu-Yi Hung, Lihua Xie

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

SpSequenceNet: Semantic Segmentation Network on 4D Point Clouds.

Hanyu Shi, Guosheng Lin, Hao Wang, Tzu-Yi Hung, Zhenhua Wang

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

Cross-Domain Semantic Segmentation via Domain-Invariant Interactive Relation Transfer.

Fengmao Lv, Tao Liang, Xiang Chen, Guosheng Lin

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

CRNet: Cross-Reference Networks for Few-Shot Segmentation.

Weide Liu, Chi Zhang, Guosheng Lin, Fayao Liu

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

2019

Decoupled Spatial Neural Attention for Weakly Supervised Semantic Segmentation.

Tianyi Zhang, Guosheng Lin, Jianfei Cai, Tong Shen, Chunhua Shen, Alex C. Kot

IEEE Trans. Multim., 2019

Semantics-Aware Visual Object Tracking.

Rui Yao, Guosheng Lin, Chunhua Shen, Yanning Zhang, Qinfeng Shi

IEEE Trans. Circuits Syst. Video Technol., 2019

Keypoint based weakly supervised human parsing.

Zhonghua Wu, Guosheng Lin, Jianfei Cai

Image Vis. Comput., 2019

Local fusion networks with chained residual pooling for video action recognition.

Feixiang He, Fayao Liu, Rui Yao, Guosheng Lin

Image Vis. Comput., 2019

On Lightweight Privacy-Preserving Collaborative Learning for IoT Objects.

Linshan Jiang, Rui Tan, Xin Lou, Guosheng Lin

CoRR, 2019

Task-in-all Domain Adaptation for Semantic Segmentation.

Tianyi Zhang, Jingyi Yang, Chuanxia Zheng, Guosheng Lin, Jianfei Cai, Alex C. Kot

Proceedings of the 2019 IEEE Visual Communications and Image Processing, 2019

Semantic Segmentation via Domain Adaptation with Global Structure Embedding.

Tianyi Zhang, Guosheng Lin, Jianfei Cai, Alex C. Kot

Proceedings of the 2019 IEEE Visual Communications and Image Processing, 2019

M2E-Try On Net: Fashion from Model to Everyone.

Zhonghua Wu, Guosheng Lin, Qingyi Tao, Jianfei Cai

Proceedings of the 27th ACM International Conference on Multimedia, 2019

On lightweight privacy-preserving collaborative learning for internet-of-things objects.

Linshan Jiang, Rui Tan, Xin Lou, Guosheng Lin

Proceedings of the International Conference on Internet of Things Design and Implementation, 2019

Pyramid Graph Networks With Connection Attentions for Region-Based One-Shot Semantic Segmentation.

Chi Zhang, Guosheng Lin, Fayao Liu, Jiushuang Guo, Qingyao Wu, Rui Yao

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

SegEQA: Video Segmentation Based Visual Attention for Embodied Question Answering.

Haonan Luo, Guosheng Lin, Zichuan Liu, Fayao Liu, Zhenmin Tang, Yazhou Yao

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

CANet: Class-Agnostic Segmentation Networks With Iterative Refinement and Attentive Few-Shot Learning.

Chi Zhang, Guosheng Lin, Fayao Liu, Rui Yao, Chunhua Shen

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

Towards Robust Curve Text Detection With Conditional Spatial Expansion.

Zichuan Liu, Guosheng Lin, Sheng Yang, Fayao Liu, Weisi Lin, Wang Ling Goh

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

2018

Structured Learning of Tree Potentials in CRF for Image Segmentation.

Fayao Liu, Guosheng Lin, Ruizhi Qiao, Chunhua Shen

IEEE Trans. Neural Networks Learn. Syst., 2018

Crowd Counting via Weighted VLAD on a Dense Attribute Feature Map.

Biyun Sheng, Chunhua Shen, Guosheng Lin, Jun Li, Wankou Yang, Changyin Sun

IEEE Trans. Circuits Syst. Video Technol., 2018

Efficient dense labelling of human activity sequences from wearables using fully convolutional networks.

Rui Yao, Guosheng Lin, Qinfeng Shi, Damith Chinthana Ranasinghe

Pattern Recognit., 2018

Exploring Context with Deep Structured Models for Semantic Segmentation.

Guosheng Lin, Chunhua Shen, Anton van den Hengel, Ian Reid

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

Correlation Propagation Networks for Scene Text Detection.

Zichuan Liu, Guosheng Lin, Wang Ling Goh, Fayao Liu, Chunhua Shen, Xiaokang Yang

CoRR, 2018

Semantic Segmentation from Limited Training Data.

Anton Milan, Trung Pham, K. Vijay, Douglas Morrison, Adam W. Tow, L. Liu, J. Erskine, R. Grinover, A. Gurman, T. Hunn, N. Kelly-Boxall, D. Lee, M. McTaggart, G. Rallos, A. Razjigaev, T. Rowntree, T. Shen, R. Smith, Sean Wade-McCue, Zheyu Zhuang, Christopher F. Lehnert, Guosheng Lin, Ian David Reid, Peter I. Corke, Jürgen Leitner

Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

Domain Adaptive Semantic Segmentation Through Structure Enhancement.

Fengmao Lv, Qing Lian, Guowu Yang, Guosheng Lin, Sinno Jialin Pan, Lixin Duan

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

MoNet: Deep Motion Exploitation for Video Object Segmentation.

Huaxin Xiao, Jiashi Feng, Guosheng Lin, Yu Liu, Maojun Zhang

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Bootstrapping the Performance of Webly Supervised Semantic Segmentation.

Tong Shen, Guosheng Lin, Chunhua Shen, Ian D. Reid

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Learning Markov Clustering Networks for Scene Text Detection.

Zichuan Liu, Guosheng Lin, Sheng Yang, Jiashi Feng, Weisi Lin, Wang Ling Goh

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

Discriminative Training of Deep Fully Connected Continuous CRFs With Task-Specific Loss.

Fayao Liu, Guosheng Lin, Chunhua Shen

IEEE Trans. Image Process., 2017

Structured Learning of Binary Codes with Column Generation for Optimizing Ranking Measures.

Guosheng Lin, Fayao Liu, Chunhua Shen, Jianxin Wu, Heng Tao Shen

Int. J. Comput. Vis., 2017

Efficient Dense Labeling of Human Activity Sequences from Wearables using Fully Convolutional Networks.

Rui Yao, Guosheng Lin, Qinfeng Shi, Damith Chinthana Ranasinghe

CoRR, 2017

Learning Multi-level Region Consistency with Dense Multi-label Networks for Semantic Segmentation.

Tong Shen, Guosheng Lin, Chunhua Shen, Ian D. Reid

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

RefineNet: Multi-path Refinement Networks for High-Resolution Semantic Segmentation.

Guosheng Lin, Anton Milan, Chunhua Shen, Ian D. Reid

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

Sequential Person Recognition in Photo Albums with a Recurrent Network.

Yao Li, Guosheng Lin, Bohan Zhuang, Lingqiao Liu, Chunhua Shen, Anton van den Hengel

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

Weakly Supervised Semantic Segmentation Based on Co-segmentation.

Tong Shen, Guosheng Lin, Lingqiao Liu, Chunhua Shen, Ian Reid

Proceedings of the British Machine Vision Conference 2017, 2017

2016

Learning Depth from Single Monocular Images Using Deep Convolutional Neural Fields.

Fayao Liu, Chunhua Shen, Guosheng Lin, Ian Reid

IEEE Trans. Pattern Anal. Mach. Intell., 2016

Crowd Counting via Weighted VLAD on Dense Attribute Feature Maps.

Biyun Sheng, Chunhua Shen, Guosheng Lin, Jun Li, Wankou Yang, Changyin Sun

CoRR, 2016

Discriminative Training of Deep Fully-connected Continuous CRF with Task-specific Loss.

Fayao Liu, Guosheng Lin, Chunhua Shen

CoRR, 2016

Structured Learning of Binary Codes with Column Generation.

Guosheng Lin, Fayao Liu, Chunhua Shen, Jianxin Wu, Heng Tao Shen

CoRR, 2016

Fast Training of Triplet-Based Deep Binary Embedding Networks.

Bohan Zhuang, Guosheng Lin, Chunhua Shen, Ian D. Reid

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

Efficient Piecewise Training of Deep Structured Models for Semantic Segmentation.

Guosheng Lin, Chunhua Shen, Anton van den Hengel, Ian D. Reid

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

2015

CRF learning with CNN features for image segmentation.

Fayao Liu, Guosheng Lin, Chunhua Shen

Pattern Recognit., 2015

Supervised Hashing Using Graph Cuts and Boosted Decision Trees.

Guosheng Lin, Chunhua Shen, Anton van den Hengel

IEEE Trans. Pattern Anal. Mach. Intell., 2015

Deeply Learning the Messages in Message Passing Inference.

Guosheng Lin, Chunhua Shen, Ian D. Reid, Anton van den Hengel

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Sequence searching with deep-learnt depth for condition- and viewpoint-invariant route-based place recognition.

Michael Milford, Stephanie M. Lowry, Niko Sünderhauf, Sareh Shirazi, Edward Pepperell, Ben Upcroft, Chunhua Shen, Guosheng Lin, Fayao Liu, Cesar Cadena, Ian D. Reid

Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

Deep convolutional neural fields for depth estimation from a single image.

Fayao Liu, Chunhua Shen, Guosheng Lin

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014

StructBoost: Boosting Methods for Predicting Structured Output Variables.

Chunhua Shen, Guosheng Lin, Anton van den Hengel

IEEE Trans. Pattern Anal. Mach. Intell., 2014

Optimizing Ranking Measures for Compact Binary Code Learning.

Guosheng Lin, Chunhua Shen, Jianxin Wu

Proceedings of the Computer Vision - ECCV 2014, 2014

Fast Supervised Hashing with Decision Trees for High-Dimensional Data.

Guosheng Lin, Chunhua Shen, Qinfeng Shi, Anton van den Hengel, David Suter

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013

Learning Hash Functions Using Column Generation.

Xi Li, Guosheng Lin, Chunhua Shen, Anton van den Hengel, Anthony R. Dick

Proceedings of the 30th International Conference on Machine Learning, 2013

Approximate constraint generation for efficient structured boosting.

Guosheng Lin, Chunhua Shen, Anton van den Hengel

Proceedings of the IEEE International Conference on Image Processing, 2013

A General Two-Step Approach to Learning-Based Hashing.

Guosheng Lin, Chunhua Shen, David Suter, Anton van den Hengel

Proceedings of the IEEE International Conference on Computer Vision, 2013

2012

Fast Training of Effective Multi-class Boosting Using Coordinate Descent Optimization.

Guosheng Lin, Chunhua Shen, Anton van den Hengel, David Suter

Proceedings of the Computer Vision, 2012