Junwei Liang

According to our database, Junwei Liang authored at least 60 papers between 2014 and 2024.

Collaborative distances:

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

2024

Open-Vocabulary 3D Semantic Segmentation with Text-to-Image Diffusion Models.

Xiaoyu Zhu, Hao Zhou, Pengfei Xing, Long Zhao, Hao Xu, Junwei Liang, Alexander Hauptmann, Ting Liu, Andrew C. Gallagher

CoRR, 2024

Open-vocabulary Mobile Manipulation in Unseen Dynamic Environments with 3D Semantic Maps.

Dicong Qiu, Wenzong Ma, Zhenfu Pan, Hui Xiong, Junwei Liang

CoRR, 2024

Mitigating the Human-Robot Domain Discrepancy in Visual Pre-training for Robotic Manipulation.

Jiaming Zhou, Teli Ma, Kun-Yu Lin, Ronghe Qiu, Zifan Wang, Junwei Liang

CoRR, 2024

Vision-Language Models Meet Meteorology: Developing Models for Extreme Weather Events Detection with Heatmaps.

Jian Chen, Peilin Zhou, Yining Hua, Dading Chong, Meng Cao, Yaowei Li, Zixuan Yuan, Bing Zhu, Junwei Liang

CoRR, 2024

Contrastive Imitation Learning for Language-guided Multi-Task Robotic Manipulation.

Teli Ma, Jiaming Zhou, Zifan Wang, Ronghe Qiu, Junwei Liang

CoRR, 2024

Improving Gloss-free Sign Language Translation by Reducing Representation Density.

Jinhui Ye, Xing Wang, Wenxiang Jiao, Junwei Liang, Hui Xiong

CoRR, 2024

FinTextQA: A Dataset for Long-form Financial Question Answering.

Jian Chen, Peilin Zhou, Yining Hua, Yingxin Loh, Kehui Chen, Ziyuan Li, Bing Zhu, Junwei Liang

CoRR, 2024

VMRNN: Integrating Vision Mamba and LSTM for Efficient and Accurate Spatiotemporal Forecasting.

Yujin Tang, Peijie Dong, Zhenheng Tang, Xiaowen Chu, Junwei Liang

CoRR, 2024

Adversarially Masked Video Consistency for Unsupervised Domain Adaptation.

Xiaoyu Zhu, Junwei Liang, Po-Yao Huang, Alex Hauptmann

CoRR, 2024

Prioritized Semantic Learning for Zero-shot Instance Navigation.

Xander Sun, Louis Lau, Hoyard Zhi, Ronghe Qiu, Junwei Liang

CoRR, 2024

ActionHub: A Large-scale Action Video Description Dataset for Zero-shot Action Recognition.

Jiaming Zhou, Junwei Liang, Kun-Yu Lin, Jinrui Yang, Wei-Shi Zheng

CoRR, 2024

An Examination of the Compositionality of Large Generative Vision-Language Models.

Teli Ma, Rong Li, Junwei Liang

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

FinTextQA: A Dataset for Long-form Financial Question Answering.

Jian Chen, Peilin Zhou, Yining Hua, Loh Xin, Kehui Chen, Ziyuan Li, Bing Zhu, Junwei Liang

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

GeoDeformer: Geometric Deformable Transformer for Action Recognition.

Jinhui Ye, Jiaming Zhou, Hui Xiong, Junwei Liang

CoRR, 2023

AdaFocus: Towards End-to-end Weakly Supervised Learning for Long-Video Action Understanding.

Jiaming Zhou, Hanjun Li, Kun-Yu Lin, Junwei Liang

CoRR, 2023

PostRainBench: A comprehensive benchmark and a new model for precipitation forecasting.

Yujin Tang, Jiaming Zhou, Xiang Pan, Zeying Gong, Junwei Liang

CoRR, 2023

PatchMixer: A Patch-Mixing Architecture for Long-Term Time Series Forecasting.

Zeying Gong, Yujin Tang, Junwei Liang

CoRR, 2023

TFNet: Exploiting Temporal Cues for Fast and Accurate LiDAR Semantic Segmentation.

Rong Li, Shijie Li, Xieyuanli Chen, Teli Ma, Wang Hao, Juergen Gall, Junwei Liang

CoRR, 2023

Spatial-Temporal Alignment Network for Action Recognition.

Jinhui Ye, Junwei Liang

CoRR, 2023

STMT: A Spatial-Temporal Mesh Transformer for MoCap-Based Action Recognition.

Xiaoyu Zhu, Po-Yao Huang, Junwei Liang, Celso M. de Melo, Alexander G. Hauptmann

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

2022

Text-Adaptive Multiple Visual Prototype Matching for Video-Text Retrieval.

Chengzhi Lin, Ancong Wu, Junwei Liang, Jun Zhang, Wenhang Ge, Wei-Shi Zheng, Chunhua Shen

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

Multi-dataset Training of Transformers for Robust Action Recognition.

Junwei Liang, Enwei Zhang, Jun Zhang, Chunhua Shen

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

A Transformer-based System for Action Spotting in Soccer Videos.

He Zhu, Junwei Liang, Chengzhi Lin, Jun Zhang, Jianming Hu

Proceedings of the MMSports@MM 2022: Proceedings of the 5th International ACM Workshop on Multimedia Content Analysis in Sports, 2022

SoccerNet 2022 Challenges Results.

Silvio Giancola, Anthony Cioppa, Adrien Deliège, Floriane Magera, Vladimir Somers, Le Kang, Xin Zhou, Olivier Barnich, Christophe De Vleeschouwer, Alexandre Alahi, Bernard Ghanem, Marc Van Droogenbroeck, Abdulrahman Darwish, Adrien Maglo, Albert Clapés, Andreas Luyts, Andrei Boiarov, Artur Xarles, Astrid Orcesi, Avijit Shah, Baoyu Fan, Bharath Comandur, Chen Chen, Chen Zhang, Chen Zhao, Chengzhi Lin, Cheuk-Yiu Chan, Chun Chuen Hui, Dengjie Li, Fan Yang, Fan Liang, Fang Da, Feng Yan, Fufu Yu, Guanshuo Wang, H. Anthony Chan, He Zhu, Hongwei Kan, Jiaming Chu, Jianming Hu, Jianyang Gu, Jin Chen, João V. B. Soares, Jonas Theiner, Jorge De Corte, José Henrique Brito, Jun Zhang, Junjie Li, Junwei Liang, Leqi Shen, Lin Ma, Lingchi Chen, Miguel Santos Marques, Mike Azatov, Nikita Kasatkin, Ning Wang, Qiong Jia, Quoc-Cuong Pham, Ralph Ewerth, Ran Song, Rengang Li, Rikke Gade, Ruben Debien, Runze Zhang, Sangrok Lee, Sergio Escalera, Shan Jiang, Shigeyuki Odashima, Shimin Chen, Shoichi Masui, Shouhong Ding, Sin-wai Chan, Siyu Chen, Tallal El Shabrawy, Tao He, Thomas B. Moeslund, Wan-Chi Siu, Wei Zhang, Wei Li, Xiangwei Wang, Xiao Tan, Xiaochuan Li, Xiaolin Wei, Xiaoqing Ye, Xing Liu, Xinying Wang, Yandong Guo, Yaqian Zhao, Yi Yu, Yingying Li, Yue He, Yujie Zhong, Zhenhua Guo, Zhiheng Li

Proceedings of the MMSports@MM 2022: Proceedings of the 5th International ACM Workshop on Multimedia Content Analysis in Sports, 2022

Stargazer: A Transformer-based Driver Action Detection System for Intelligent Transportation.

Junwei Liang, He Zhu, Enwei Zhang, Jun Zhang

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

2021

MSNet: A Multilevel Instance Segmentation Network for Natural Disaster Damage Assessment in Aerial Videos.

Xiaoyu Zhu, Junwei Liang, Alexander G. Hauptmann

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

Weakly Supervised 3D Semantic Segmentation Using Cross-Image Consensus and Inter-Voxel Affinity Relations.

Xiaoyu Zhu, Jeffrey Chen, Xiangrui Zeng, Junwei Liang, Chengqi Li, Sinuo Liu, Sima Behpour, Min Xu

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

2020

Spatial-Temporal Alignment Network for Action Recognition and Detection.

Junwei Liang, Liangliang Cao, Xuehan Xiong, Ting Yu, Alexander G. Hauptmann

CoRR, 2020

Joint Analysis and Prediction of Human Actions and Paths in Video.

Junwei Liang

CoRR, 2020

SimAug: Learning Robust Representations from 3D Simulation for Pedestrian Trajectory Prediction in Unseen Cameras.

Junwei Liang, Lu Jiang, Alexander G. Hauptmann

CoRR, 2020

Argus: Efficient Activity Detection System for Extended Video Analysis.

Wenhe Liu, Guoliang Kang, Po-Yao Huang, Xiaojun Chang, Lijun Yu, Yijun Qian, Junwei Liang, Liangke Gui, Jing Wen, Peng Chen, Alexander G. Hauptmann

Proceedings of the IEEE Winter Applications of Computer Vision Workshops, 2020

SimAug: Learning Robust Representations from Simulation for Trajectory Prediction.

Junwei Liang, Lu Jiang, Alexander G. Hauptmann

Proceedings of the Computer Vision - ECCV 2020, 2020

The Garden of Forking Paths: Towards Multi-Future Trajectory Prediction.

Junwei Liang, Lu Jiang, Kevin P. Murphy, Ting Yu, Alexander G. Hauptmann

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

2019

Focal Visual-Text Attention for Memex Question Answering.

Junwei Liang, Lu Jiang, Liangliang Cao, Yannis Kalantidis, Li-Jia Li, Alexander G. Hauptmann

IEEE Trans. Pattern Anal. Mach. Intell., 2019

Technical Report of the DAISY System - Shooter Localization, Models, Interface, and Beyond.

Junwei Liang, Jay D. Aronson, Alexander G. Hauptmann

CoRR, 2019

Minding the Gaps in a Video Action Analysis Pipeline.

Jia Chen, Jiang Liu, Junwei Liang, Ting-Yao Hu, Wei Ke, Wayner Barrios, Dong Huang, Alexander G. Hauptmann

Proceedings of the IEEE Winter Applications of Computer Vision Workshops, 2019

MMVG-INF-Etrol@TRECVID 2019: Activities in Extended Video.

Xiaojun Chang, Wenhe Liu, Po-Yao Huang, Changlin Li, Fengda Zhu, Mingfei Han, Mingjie Li, Mengyuan Ma, Siyi Hu, Guoliang Kang, Junwei Liang, Liangke Gui, Lijun Yu, Yijun Qian, Jing Wen, Alexander G. Hauptmann

Proceedings of the 2019 TREC Video Retrieval Evaluation, 2019

Shooter Localization Using Social Media Videos.

Junwei Liang, Jay D. Aronson, Alexander G. Hauptmann

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

Peeking Into the Future: Predicting Future Person Activities and Locations in Videos.

Junwei Liang, Lu Jiang, Juan Carlos Niebles, Alexander G. Hauptmann, Li Fei-Fei

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

Shooter Localization Using Videos in the Wild.

Junwei Liang, Jay D. Aronson, Alexander G. Hauptmann

Proceedings of the 2019 International Conference on Content-Based Multimedia Indexing, 2019

2018

Multimodal Co-Training for Selecting Good Examples from Webly Labeled Video.

Ryota Hinami, Junwei Liang, Shin'ichi Satoh, Alexander G. Hauptmann

CoRR, 2018

Informedia @ TRECVID 2018: Ad-hoc Video Search, Video to Text Description, Activities in Extended video.

Jia Chen, Shizhe Chen, Qin Jin, Alexander G. Hauptmann, Po-Yao Huang, Junwei Liang, Vaibhav, Xiaojun Chang, Jiang Liu, Ting-Yao Hu, Wenhe Liu, Wei Ke, Wayner Barrios, Haroon Idrees, Donghyun Yoo, Yaser Sheikh, Ruslan Salakhutdinov, Kris Kitani, Dong Huang

Proceedings of the 2018 TREC Video Retrieval Evaluation, 2018

Multimodal Filtering of Social Media for Temporal Monitoring and Event Analysis.

Po-Yao Huang, Junwei Liang, Jean-Baptiste Lamare, Alexander G. Hauptmann

Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval, 2018

Focal Visual-Text Attention for Visual Question Answering.

Junwei Liang, Lu Jiang, Liangliang Cao, Li-Jia Li, Alexander G. Hauptmann

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

2017

MemexQA: Visual Memex Question Answering.

Lu Jiang, Junwei Liang, Liangliang Cao, Yannis Kalantidis, Sachin Farfade, Alexander G. Hauptmann

CoRR, 2017

Informedia @ TRECVID 2017.

Jia Chen, Junwei Liang, Jiang Liu, Shizhe Chen, Chenqiang Gao, Qin Jin, Alexander G. Hauptmann

Proceedings of the 2017 TREC Video Retrieval Evaluation, 2017

Leveraging Multi-modal Prior Knowledge for Large-scale Concept Learning in Noisy Web Data.

Junwei Liang, Lu Jiang, Deyu Meng, Alexander G. Hauptmann

Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, 2017

Temporal localization of audio events for conflict monitoring in social media.

Junwei Liang, Lu Jiang, Alexander G. Hauptmann

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Synchronization for multi-perspective videos in the wild.

Junwei Liang, Poyao Huang, Jia Chen, Alexander G. Hauptmann

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Webly-Supervised Learning of Multimodal Video Detectors.

Junwei Liang, Lu Jiang, Alexander G. Hauptmann

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

An Event Reconstruction Tool for Conflict Monitoring Using Social Media.

Junwei Liang, Desai Fan, Han Lu, Poyao Huang, Jia Chen, Lu Jiang, Alexander G. Hauptmann

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Exploiting Multi-modal Curriculum in Noisy Web Data for Large-scale Concept Learning.

Junwei Liang, Lu Jiang, Deyu Meng, Alexander G. Hauptmann

CoRR, 2016

Informedia @ TRECVID 2016.

Junwei Liang, Jia Chen, Poyao Huang, Xuanchong Li, Lu Jiang, Zhenzhong Lan, Pingbo Pan, Hehe Fan, Qin Jin, Jiande Sun, Yang Chen, Yi Yang, Alexander G. Hauptmann

Proceedings of the 2016 TREC Video Retrieval Evaluation, 2016

Video Description Generation using Audio and Visual Cues.

Qin Jin, Junwei Liang

Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, 2016

Generating Natural Video Descriptions via Multimodal Processing.

Qin Jin, Junwei Liang, Xiaozhu Lin

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

Learning to Detect Concepts from Webly-Labeled Video Data.

Junwei Liang, Lu Jiang, Deyu Meng, Alexander G. Hauptmann

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

2015

Semantic Concept Annotation For User Generated Videos Using Soundtracks.

Qin Jin, Junwei Liang, Xixi He, Gang Yang, Jieping Xu, Xirong Li

Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

Detecting semantic concepts in consumer videos using audio.

Junwei Liang, Qin Jin, Xixi He, Gang Yang, Jieping Xu, Xirong Li

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

RUC-Tencent at ImageCLEF 2015: Concept Detection, Localization and Sentence Generation.

Xirong Li, Qin Jin, Shuai Liao, Junwei Liang, Xixi He, Yujia Huo, Weiyu Lan, Bin Xiao, Yanxiong Lu, Jieping Xu

Proceedings of the Working Notes of CLEF 2015, 2015

2014

Semantic Concept Annotation of Consumer Videos at Frame-Level Using Audio.

Junwei Liang, Qin Jin, Xixi He, Gang Yang, Jieping Xu, Xirong Li

Proceedings of the Advances in Multimedia Information Processing - PCM 2014, 2014