Gengshan Yang
Scholar

Gengshan Yang

Google Scholar ID: yRaFnrcAAAAJ
World Labs
computer visionmachine learning
Citations & Impact
All-time
Citations
2,216
 
H-index
16
 
i10-index
17
 
Publications
20
 
Co-authors
44
list available
Resume (English only)
Academic Achievements
  • PAD3R: Pose-Aware Dynamic 3D Reconstruction from Casual Videos, SIGGRAPH Asia, 2025
  • Agent-to-Sim: Learning Interactive Behavior Models from Casual Longitudinal Videos, ICLR, 2025
  • DressRecon: Freeform 4D Human Reconstruction from Monocular Video, 3DV, 2025 (Oral)
  • Tactile DreamFusion: Exploiting Tactile Sensing for 3D Generation, NeurIPS, 2024
  • SplaTAM: Splat, Track & Map 3D Gaussians for Dense RGB-D SLAM, CVPR, 2024
  • SLoMo: A General System for Legged Robot Motion Imitation from Casual Videos, RA-L, 2023 / ICRA, 2024
  • PPR: Physically Plausible Reconstruction from Monocular Videos, ICCV, 2023 (Oral)
  • Total-Recon: Deformable Scene Reconstruction for Embodied View Synthesis, ICCV, 2023
  • RAC: Reconstructing Animatable Categories from Videos, CVPR, 2023
  • Distilling Neural Fields for Real-Time Articulated Shape Reconstruction, CVPR, 2023
  • 3D-aware Conditional Image Synthesis, CVPR, 2023
  • BANMo: Building Animatable 3D Neural Models from Many Casual Videos, CVPR, 2022 (Oral)
Research Experience
  • Employed at World Labs
Education
  • Ph.D. in Robotics from Carnegie Mellon University (CMU), advised by Deva Ramanan.
Background
  • Research Interests: 3/4D computer vision and its intersection with generation, rendering, simulation, robotics, and animal behavior.
Miscellany
  • Personal Website: https://skylerhallinan.com/