* Equal contribution. ^† Project lead. ^‡ Corresponding author.

2024

Conference

1. MovieChat: From Dense Token to Sparse Memory in Long Video Understanding
   Enxin Song*, Wenhao Chai*^†, Guanhong Wang*, Yucheng Zhang, Haoyang Zhou, Feiyang Wu, Haozhe Chi, Xun Guo, Tian Ye, Yanting Zhang, Yan Lu, Jenq-Neng Hwang, Gaoang Wang^‡
   Computer Vision and Pattern Recognition (CVPR), 2024
   [Website] [Paper] [Video] [Dataset] [Code]


2. Learning Diffusion Texture Priors for Image Restoration
   Tian Ye, Sixiang Chen, Wenhao Chai, Zhaohu Xing, Jing Qin, Ge Lin, Lei Zhu^‡
   Computer Vision and Pattern Recognition (CVPR), 2024 (Highlight)
   [Paper]


3. UniAP: Towards Universal Animal Perception in Vision via Few-shot Learning
   Meiqi Sun*, Zhonghan Zhao*, Wenhao Chai*, Hanjun Luo, Shidong Cao, Yanting Zhang, Jenq-Neng Hwang, Gaoang Wang^‡
   Association for the Advancement of Artificial Intelligence (AAAI), 2024
   [Website] [Paper] [Code]


4. Blind Inpainting with Object-aware Discrimination for Artificial Marker Removal
   Xuechen Guo, Wenhao Hu, Chiming Ni, Wenhao Chai, Shiyan Li, Gaoang Wang^‡
   International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024
   [Paper]


5. Back to Optimization: Diffusion-based Zero-Shot 3D Human Pose Estimation
   Zhongyu Jiang, Zhuoran Zhou, Lei Li, Wenhao Chai, Cheng-Yen Yang, Jenq-Neng Hwang^‡
   Winter Conference on Applications of Computer Vision (WACV), 2024
   [Website] [Paper] [Code]


6. Hierarchical Auto-Organizing System for Open-Ended Multi-Agent Navigation
   Zhonghan Zhao*, Kewei Chen*, Dongxu Guo*, Wenhao Chai^†, Tian Ye, Yanting Zhang, Gaoang Wang^‡
   International Conference on Learning Representations Workshop (ICLRW), 2024
   [Paper]


7. Efficient Domain Adaptation via Generative Prior for 3D Infant Pose Estimation
   Zhuoran Zhou, Zhongyu Jiang, Wenhao Chai, Cheng-Yen Yang, Lei Li^‡, Jenq-Neng Hwang
   Winter Conference on Applications of Computer Vision Workshop (WACVW), 2024
   [Website] [Paper] [Code]

Journal

1. Random bridge generator as a platform for developing computer vision-based structural inspection algorithms
   Haojia Cheng*, Wenhao Chai*, Jiabao Hu*, Wenhao Ruan*, Mingyu Shi, Hyunjun Kim, Yifan Cao, Yasutaka Narazaki^‡
   Journal of Infrastructure Intelligence and Resilience
   [Paper]


2. Unsupervised Domain Adaptation Approach for Vision-based Semantic Understanding of Bridge Inspection Scenes without Manual Annotations
   Yasutaka Narazaki^‡, Wendong Pang, Gaoang Wang, Wenhao Chai
   ACSE Journal of Bridge Engineering
   [Paper]

Preprint

1. MovieChat+: Question-aware Sparse Memory for Long Video Question Answering
   Enxin Song*, Wenhao Chai*^†, Tian Ye, Jenq-Neng Hwang, Xi Li, Gaoang Wang^‡
   arXiv Preprint.
   [Website] [Paper] [Video] [Dataset] [Code]


2. Exploring Learning-based Motion Models in Multi-Object Tracking
   Hsiang-Wei Huang, Cheng-Yen Yang, Wenhao Chai, Zhongyu Jiang, Jenq-Neng Hwang^‡
   arXiv Preprint.
   [Paper]


3. VersaT2I: Improving Text-to-Image Models with Versatile Reward
   Jianshu Guo*, Wenhao Chai*^†, Jie Deng*, Hsiang-Wei Huang, Tian Ye, Yichen Xu, Jiawei Zhang, Jenq-Neng Hwang, Gaoang Wang^‡
   arXiv Preprint.
   [Paper]


4. Do We Really Need a Complex Agent System? Distill Embodied Agent into a Single Model
   Zhonghan Zhao, Ke Ma, Wenhao Chai^†, Xuan Wang, Kewei Chen, Dongxu Guo, Yanting Zhang, Hongwei Wang, Gaoang Wang^‡
   arXiv Preprint.
   [Paper]


5. MonoTAKD: Teaching Assistant Knowledge Distillation for Monocular 3D Object Detection
   Hou-I Liu, Christine Wu, Jen-Hao Cheng, Wenhao Chai, Shian-Yun Wang, Gaowen Liu, Jenq-Neng Hwang, Hong-Han Shuai, Wen-Huang Cheng^‡
   arXiv Preprint.
   [Paper]

2023

Conference

1. StableVideo: Text-driven Consistency-aware Diffusion Video Editing
   Wenhao Chai, Xun Guo^‡, Gaoang Wang, Yan Lu
   International Conference on Computer Vision (ICCV), 2023
   [Website] [Paper] [Video] [Demo] [Code]


2. Global Adaptation meets Local Generalization: Unsupervised Domain Adaptation for 3D Human Pose Estimation
   Wenhao Chai, Zhongyu Jiang, Jenq-Neng Hwang, Gaoang Wang^‡
   International Conference on Computer Vision (ICCV), 2023
   [Paper] [Code]


3. Sequential Affinity Learning for Video Restoration
   Tian Ye, Sixiang Chen, Yun Liu, Wenhao Chai, Jinbin Bai, Wenbin Zou, Yunchen Zhang, Jiang Mingchao, Erkang Chen^‡, Chenghao Xue
   ACM Multimedia (ACM MM), 2023
   [Paper] [Code]


4. PoSynDA: Multi-Hypothesis Pose Synthesis Domain Adaptation for Enhanced 3D Human Pose Estimation
   Hanbing Liu, Jun-Yan He, Zhi-Qi Cheng, Wangmeng Xiang, Qize Yang, Wenhao Chai, Gaoang Wang, Xu Bao, Bin Luo, Yifeng Geng, Xuansong Xie^‡
   ACM Multimedia (ACM MM), 2023
   [Paper] [Code]


5. Five A+ Network: You Only Need 9K Parameters for Underwater Image Enhancement
   Jingxia Jiang, Tian Ye, Jinbin Bai, Sixiang Chen, Wenhao Chai, Jun Shi, Yun Liu, Erkang Chen^‡
   British Machine Vision Conference (BMVC), 2023
   [Paper] [Code]


6. Image Reference-guided Fashion Design with Structure-aware Transfer by Diffusion Models
   Shidong Cao*, Wenhao Chai*, Shengyu Hao, Gaoang Wang^‡
   Computer Vision and Pattern Recognition Workshop (CVPRW), 2023
   [Paper] [Code]


7. Devil in the Number: Towards Robust Multi-modality Data Filter
   Yichen Xu, Zihan Xu, Wenhao Chai^†, Zhonghan Zhao, Enxin Song, Gaoang Wang^‡
   International Conference on Computer Vision Workshop (ICCVW), 2023
   [Paper]


8. User-Aware Prefix-Tuning is a Good Learner for Personalized Image Captioning
   Xuan Wang, Guanhong Wang, Wenhao Chai, Jiayu Zhou, Gaoang Wang^‡
   Chinese Conference on Pattern Recognition and Computer Vision (PRCV), 2023
   

Journal

1. DiffFashion: Reference-based Fashion Design with Structure-aware Transfer by Diffusion Models
   Shidong Cao*, Wenhao Chai*, Shengyu Hao, Yanting Zhang, Hangyue Chen, Gaoang Wang^‡
   IEEE Transactions on Multimedia
   [Paper] [Code]


2. Deep Learning Methods for Small Molecule Drug Discovery: A Survey
   Wenhao Hu*, Yingying Liu*, Xuanyu Chen, Wenhao Chai, Hangyue Chen, Hongwei Wang, Gaoang Wang^‡
   IEEE Transactions on Artificial Intelligence
   [Paper]

Preprint

1. See and Think: Embodied Agent in Virtual Environment
   Zhonghan Zhao*, Wenhao Chai*^†, Xuan Wang*, Boyi Li, Shengyu Hao, Shidong Cao, Tian Ye, Jenq-Neng Hwang, Gaoang Wang^‡
   arXiv Preprint.
   [Website] [Paper] [Dataset] [Code]


2. CityGen: Infinite and Controllable 3D City Layout Generation
   Jie Deng*, Wenhao Chai*^†, Jianshu Guo*, Qixuan Huang, Wenhao Hu, Jenq-Neng Hwang, Gaoang Wang^‡
   arXiv Preprint.
   [Website] [Paper] [Code]


3. MPM: A Unified 2D-3D Human Pose Representation via Masked Pose Modeling
   Zhenyu Zhang*, Wenhao Chai*, Zhongyu Jiang, Tian Ye, Mingli Song, Jenq-Neng Hwang, Gaoang Wang^‡
   arXiv Preprint.
   [Paper] [Code]


4. UniHPE: Towards Unified Human Pose Estimation via Contrastive Learning
   Zhongyu Jiang, Wenhao Chai, Lei Li, Zhuoran Zhou, Cheng-Yen Yang, Jenq-Neng Hwang^‡
   arXiv Preprint.
   [Paper]


5. A Survey of Deep Learning in Sports Applications: Perception, Comprehension, and Decision
   Zhonghan Zhao*, Wenhao Chai*, Shengyu Hao, Wenhao Hu, Guanhong Wang, Shidong Cao, Gaoang Wang^‡, Mingli Song, Jenq-Neng Hwang
   arXiv Preprint.
   [Paper]


6. Chasing Consistency in Text-to-3D Generation from a Single Image
   Yichen Ouyang, Wenhao Chai, Jiayi Ye, Dapeng Tao, Yibing Zhan, Gaoang Wang^‡
   arXiv Preprint.
   [Paper]

2022

Conference

1. Automatic Spinal Ultrasound Image Segmentation and Deployment for Real-time Spine Volumetric Reconstruction
   Yifan Cao*, Chenghao Tan*, Wenzhuo Qian, Wenhao Chai, Luhang Cui, Wenxuan Yang, Xinben Hu, Yongjian Zhu, Wenhui Zhou^‡, Xingfa Shen
   International Conference on Unmanned Systems (ICUS), 2022
   Best Paper Award
   [Paper] [Code]


2. Weakly Supervised Two-Stage Training Scheme for Deep Video Fight Detection Model
   Zhenting Qi*, Ruike Zhu*, Zheyu Fu*, Wenhao Chai*, Volodymyr Kindratenko^‡
   International Conference on Tools with Artificial Intelligence (ICTAI), 2022
   [Paper] [Dataset]

Journal

1. Deep Vision Multimodal Learning: Methodology, Benchmark, and Trend
   Wenhao Chai, Gaoang Wang^‡
   Applied Sciences
   [Paper]