Chunyu Wang

Microsoft Research Asia

Email: chunyu.wangdlut[at]gmail[dot]com
[Bio] [Publication] [Google Scholar] [GitHub]

Biography

I am a researcher in Microsoft Research Asia. My current interest is large generative AI models.

Recent News

• [06/2023] I will serve as Area Chair for CVPR 2024.

• [03/2023] Two papers accepted by CVPR 2023.

• [03/2023] I will serve as Area Chair for Neurips 2023.

• [09/2022] I will serve as Area Chair for CVPR 2023.

• [09/2022] One paper accepted by Neurips 2022.

• [07/2022] Four papers accepted by ECCV 2022.

• [03/2022] VoxelTrack (multi-camera 3D pose tracking) accepted by T-PAMI 2022.

• [03/2022] One paper accepted by CVPR 2022.

• [01/2022] Invited as an Area Chair for ICPR 2022.

• [11/2021] One paper on attention for video understanding accepted by NeurIPS 2021.

• [10/2021] One paper on semi-superivsed 2D pose estimation accepted by ICCV 2021.

• [08/2021] FairMOT accepted by IJCV 2021.

Preprints

• GaussianCube: Structuring Gaussian Splatting using Optimal Transport for 3D Generative Modeling,
  Bowen Zhang, Yiji Cheng, Jiaolong Yang Chunyu Wang, Feng Zhao, Yansong Tang, Dong Chen, Baining Guo.
  Arxiv, 2024. [Project]

• Plan, Posture and Go: Towards Open-World Text-to-Motion Generation,
  Jinpeng Liu, Wenxun Dai, Chunyu Wang, Yiji Cheng, Yansong Tang, Xin Tong.
  Arxiv, 2023. [PDF] [Project]

• VolumeDiffusion: Flexible Text-to-3D Generation with Efficient Volumetric Encoder,
  Zhicong Tang, Shuyang Gu, Chunyu Wang, Ting Zhang, Jianmin Bao, Dong Chen, Baining Guo.
  Arxiv, 2023. [PDF] [Project]

• ART•V: Auto-Regressive Text-to-Video Generation with Diffusion Models,
  Wenming Weng, Ruoyu Feng, Yanhui Wang, Qi Dai, Chunyu Wang, Dacheng Yin, Zhiyuan Zhao, Kai Qiu, Jianmin Bao, Yuhui Yuan, Chong Luo, Yueyi Zhang, Zhiwei Xiong.
  Arxiv, 2023. [PDF] [Project]

Publications

• Multiple View Geometry Transformers for 3D Human Pose Estimation,
  Ziwei Liao, Jialiang Zhu, Chunyu Wang, Han Hu, Steven L. Waslander.
  CVPR, 2024. [PDF] [Code]

• MicroCinema: A Divide-and-Conquer Approach for Text-to-Video Generation,
  Yanhui Wang, Jianmin Bao, Wenming Weng, Ruoyu Feng, Dacheng Yin, Tao Yang, Jingxu Zhang, Qi Dai, Zhiyuan Zhao, Chunyu Wang, Kai Qiu, Zhiyuan Zhao, Kai Qiu, Yuhui Yuan, Xiaoyao Sun, Chong Luo, Baining Guo.
  CVPR, 2024. [PDF] [Project]

• GAIA: ZERO-SHOT TALKING AVATAR GENERATION,
  Tianyu He, Junliang He, Runyi Yu, Yuchi Wang, Jialiang Zhu, Kaikai An, Leyi Li, Xu Tan, Chunyu Wang, Han Hu, HsiangTao Wu, Sheng Zhao, Jiang Bian.
  ICLR, 2024. [PDF] [Code]

• V-DETR: DETR with Vertex Relative Position Encoding for 3D Object Detection,
  Yichao Shen, Zigang Geng, Yuhui Yuan, Yutong Lin, Ze Liu, Chunyu Wang, Han Hu, Nanning Zheng, Baining Guo.
  ICLR, 2024. [PDF] [Code]

• Unsupervised Hierarchical Grouping for Graphic Design Layout with Bootstrapped Transformers,
  Jialiang Zhu, Danqing Huang, Chunyu Wang, Mingxi Cheng, Ji Li, Han Hu, Xin Geng, Baining Guo.
  WACV, 2024. [PDF] [Code]

• All in Tokens: Unifying Output Space of Visual Tasks via Soft Token,
  Jia Ning, Chen Li, Zheng Zhang, Chunyu Wang, Zigang Geng, Qi Dai, Kun He, Han Hu.
  ICCV, 2023. [PDF] [Project]

• Category-Specific Prompts for Animal Action Recognition with Pretrained Vision-Language Models,
  Yinuo Jing, Chunyu Wang, Ruxu Zhang, Kongming Liang, Zhanyu Ma.
  ACM MM, 2023. [PDF] [Project]

• Human Pose as Compositional Tokens,
  Zigang Geng, Chunyu Wang, Xiyuan Wei, Ze Liu, Houqiang Li, Han Hu.
  CVPR, 2023. [PDF] [Project] [Blog (in Chinese)]

• 3D Human Mesh Estimation from Virtual Markers,
  Xiaoxuan Ma, Jiajun Su, Chunyu Wang, Wentao Zhu, Yizhou Wang.
  CVPR, 2023. [PDF] [Code]

• MMPTRACK: Large-scale Densely Annotated Multi-camera Multiple People Tracking Benchmark,
  Xiaotian Han, Quanzeng You, Chunyu Wang, Zhizheng Zhang, Peng Chu, Houdong Hu, Jiang Wang, Zicheng Liu.
  WACV, 2023. [PDF]

• You Never Stop Dancing: Non-freezing Dance Generation via Bank-constrained Manifold Projection,
  Jiangxin Sun^, Chunyu Wang, Huang Hu, Hanjiang Lai, Zhi Jin, Jianfang Hu.
  Neurips, 2022. [PDF] [CODE]

• Virtual Pose: Learning Generalizable 3D Human Pose Models from Virtual Data,
  Jiajun Su^, Chunyu Wang, Xiaoxuan Ma^, Wenjun Zeng, Yizhou Wang.
  ECCV, 2022. [PDF] [CODE]

• Faster VoxelPose: Real-time 3D Human Pose Estimation by Orthographic Projection,
  Hang Ye^, Wentao Zhu^, Chunyu Wang, Rujie Wu, Yizhou Wang.
  ECCV, 2022. [PDF] [CODE]

• Robust Multi-Object Tracking by Marginal Inference,
  Yifu Zhang^, Chunyu Wang, Xinggang Wang, Wenjun Zeng, Wenyu Liu.
  ECCV, 2022. [PDF] [CODE]

• One-Shot Medical Landmark Localization by Edge-Guided Transform and Noisy Landmark Refinement,
  Zihao Yin^, Ping Gong, Chunyu Wang, Yizhou Yu, Yizhou Wang.
  ECCV, 2022. [PDF] [CODE]

• VoxelTrack: Multi-Person 3D Human Pose Estimation and Tracking in the Wild,
  Yifu Zhang^, Chunyu Wang, Xinggang Wang, Wenyu Liu, Wenjun Zeng.
  T-PAMI, 2022. [PDF]

• Correlation-Aware Deep Tracking,
  Fei Xie^, Chunyu Wang, Guangting Wang, Yue Cao, Wankou Yang, Wenjun Zeng.
  CVPR, 2022. [PDF]

• Relational Self-Attention: What’s Missing in Attention for Video Understanding,
  Manjin Kim^, Heeseung Kwon, Chunyu Wang, Suha Kwak, Minsu Cho.
  NeurIPS, 2021. [PDF] [Project Page]

• FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking,
  Yifu Zhang^, Chunyu Wang, Xinggang Wang, Wenjun Zeng, Wenyu Liu.
  IJCV, 2021. [PDF] [CODE]

• Learning Tracking Representations via Dual-Branch Fully Transformer Networks,
  Fei Xie^, Chunyu Wang, Guangting Wang, Wankou Yang, Wenjun Zeng.
  ICCVw, 2021. [PDF]

• An Empirical Study of the Collapsing Problem in Semi-Supervised 2D Human Pose Estimation,
  Rongchang Xie^, Chunyu Wang, Wenjun Zeng, Yizhou Wang.
  ICCV, 2021. [PDF] [CODE]

• Context Modeling in 3D Human Pose Estimation: A Unified Perspective,
  Xiaoxuan Ma^, Jiajun Su^, Chunyu Wang, Hai Ci, Yizhou Wang.
  CVPR, 2021. [PDF] [CODE]

• Neighborhood Geometric Structure Preserving Variational Auto-Encoder for Smooth and Bounded Data Sources,
  Xingyu Chen^, Chunyu Wang, Xuguang Lan, Nanning Zheng, Wenjun Zeng.
  TNNLS, 2021. [PDF]

• VoxelPose: Towards Multi-Camera 3D Human Pose Estimation in Wild Environment,
  Hanyue Tu^, Chunyu Wang, Wenjun Zeng.
  ECCV, 2020. [PDF] [CODE] [MMPose Implementation]

• AdaFuse: Adaptive Multiview Fusion for Accurate Human Pose Estimation in the Wild,
  Zhe Zhang^, Chunyu Wang, Weichao Qiu, Wenhu Qin, Wenjun Zeng.
  IJCV, 2020. [PDF] [CODE]

• Locally Connected Network for Monocular 3D Human Pose Estimation,
  Hai Ci^, Xiaoxuan Ma^, Chunyu Wang, Yizhou Wang.
  T-PAMI, 2020. [PDF] [CODE]
  

• Fusing Wearable IMUs with Multi-View Images for Human Pose Estimation: A Geometric Approach,
  Zhe Zhang^, Chunyu Wang, Wenhu Qin, Wenjun Zeng.
  CVPR, 2020. [PDF] [CODE]
  

• MetaFuse: A Pre-trained Fusion Model for Human Pose Estimation,
  Rongchang Xie^, Chunyu Wang, Yizhou Wang.
  CVPR, 2020. paper. [PDF] [CODE]
  

• Semantic Image Segmentation by Scale-Adaptive Networks,
  Zilong Huang^, Chunyu Wang, Xinggang Wang, Wenyu Liu, Jingdong Wang.
  TIP, 2019. [PDF] [CODE]
  

• Optimizing Network Structure for 3D Human Pose Estimation,
  Hai Ci^, Chunyu Wang, Xiaoxuan Ma, Yizhou Wang.
  ICCV, 2019. [PDF] [CODE]
  

• Cross View Fusion for 3D Human Pose Estimation,
  Haibo Qiu^, Chunyu Wang, Jingdong Wang, Naiyan Wang, Wenjun Zeng.
  ICCV, 2019. [PDF] [CODE]

• Object detection in videos by high quality object linking,
  Peng Tang^, Chunyu Wang, Xinggang Wang, Wenyu Liu, Wenjun Zeng, Jingdong Wang.
  T-PAMI, 2019. [PDF]

• Learning Basis Representation to Refine 3D Human Pose Estimations,
  Chunyu Wang, Haibo Qiu, Alan L. Yuille, Wenjun Zeng.
  AAAI, 2019. [PDF]

• Robust 3d human pose estimation from single images or video sequences,
  Chunyu Wang, Yizhou Wang, Zhouchen Lin, Alan L. Yuille.
  T-PAMI, 2018. [PDF]
  

• Online Dictionary Learning for Approximate Archetypal Analysis,
  Jieru Mei^, Chunyu Wang, Wenjun Zeng.
  ECCV, 2018. [PDF]

• Video object segmentation by learning location-sensitive embeddings,
  Hai Ci^, Chunyu Wang, Yizhou Wang.
  ECCV, 2018. [PDF]

• Learning discriminative activated simplices for action recognition,
  Chenxu Luo, Chang Ma, Chunyu Wang, Yizhou Wang.
  AAAI, 2017. [PDF]

• Mining 3D Key-Pose-Motifs for Action Recognition,
  Chunyu Wang, Yizhou Wang, Alan L. Yuille.
  CVPR, 2016. [PDF]

• Recognizing actions in 3d using action-snippets and activated simplices,
  Chunyu Wang, John Flynn, Yizhou Wang, Alan L. Yuille.
  AAAI, 2016. [PDF]

• Robust Estimation of 3D Human Poses from a Single Image,
  Chunyu Wang, Yizhou Wang, Zhouchen Lin, Alan L. Yuille, Wen Gao.
  CVPR, 2014. [PDF]

• An approach to pose-based action recognition,
  Chunyu Wang, Yizhou Wang, Alan L. Yuille.
  CVPR, 2013. [PDF]

(^ students mentored by me at Microsoft.)