- AniMer+: Unified Pose and Shape Estimation Across Mammalia and Aves via Family-Aware Transformer (arxiv 2025)
- MoReMouse: Monocular Reconstruction of Laboratory Mouse (arxiv 2025)
- SemanticSplat: Feed-Forward 3D Scene Understanding with Language-Aware Gaussian Fields (arxiv 2025)
- ManiDext: Hand-Object Manipulation Synthesis via Continuous Correspondence Embeddings and Residual-Guided Diffusion (IEEE TPAMI 2025)
- AniMer: Animal Pose and Shape Estimation Using Family Aware Transformer (CVPR 2025)
- Three-dimensional surface motion capture of multiple freely moving pigs using MAMMAL (Nature Communications 2023)
- Triangulation Residual Loss for Data-efficient 3D Pose Estimation (NeurIPS 2023)
- PyMAF-X: Towards Well-aligned Full-body Model Regression from Monocular Images (TPAMI 2023)
- Delving Deep into Pixel Alignment Feature for Accurate Multi-view Human Mesh Recovery (AAAI 2023)
- Real-time Sparse-view Multi-person Total Motion Capture (no specific conference information)
- Interacting Attention Graph for Single Image Two-Hand Reconstruction (CVPR 2022, oral)
- Lightweight Multi-person Total Motion Capture Using Sparse Multi-view Cameras (ICCV 2021)
- 4D Association Graph for Realtime Multi-person Motion Capture Using Multiple Video Cameras (no specific conference information)
Awards:
- 2022 Outstanding Reviewer for CVPR 2022
- One paper accepted to CVPR 2022 as oral presentation
- One paper accepted to ICCV 2021
- One paper accepted to NeurIPS 2023
- One paper accepted to CVPR 2025
- The 'MAMMAL' system published online in Nature Communications
Research Experience
Jul. 2024 - Now, Department of Automation, Tsinghua University, Postdoc Researcher
Education
Aug. 2017 - Jun. 2024, Department of Automation, Tsinghua University, Doctor of Philosophy
Aug. 2013 - Jul. 2017, Department of Automation, Tsinghua University, Bachelor of Engineering
Background
Shuimu Postdoc Researcher at the Department of Automation, Tsinghua University, China. Collaborating with Prof. Yebin Liu in the Institute for Brain and Cognitive Sciences and working closely with Prof. Yichang Jia from the Department of Medicine. Focuses on 3D computer vision and its applications in agriculture, biology, and medicine. Serves as an independent reviewer for conferences such as ICCV, CVPR, ECCV, and journals like IJCV.