Ang Cao
Scholar

Ang Cao

Google Scholar ID: HtD-aVUAAAAJ
University of Michigan
Citations & Impact
All-time
Citations
1,166
 
H-index
7
 
i10-index
7
 
Publications
13
 
Co-authors
7
list available
Publications
1 items
Resume (English only)
Academic Achievements
  • From Thousands to Billions: 3D Visual Language Grounding via Render-Supervised Distillation from 2D VLMs, ICML 2025
  • Probing Visual Language Priors in VLMs, ICML 2025 (equal contribution)
  • Fast3R: Towards 3D Reconstruction of 1000+ Images in One Forward Pass, CVPR 2025
  • Meta 3D Gen, Tech report, 2024
  • Lightplane: Highly-Scalable Components for Neural 3D Fields, 3DV 2025
  • DreamGaussian4D: Generative 4D Gaussian Splatting, ArXiv 2023
  • Text2Room: Extracting Textured 3D Meshes from 2D Text-to-Image Models, ICCV 2023 (Oral, equal contribution)
  • HexPlane: A Fast Representation for Dynamic Scenes, CVPR 2023
  • FWD: Real-time Novel View Synthesis with Forward Warping and Depth, CVPR 2022
  • Inverting and Understanding Object Detectors
Background
  • Final-year Ph.D. student (2020–present) in Computer Science and Engineering (CSE) at the University of Michigan, Ann Arbor
  • Research focuses on generative models and 3D vision, especially world modeling and 3D world creation
  • Key research includes: 3D/4D reconstruction and generation from 2D data (e.g., HexPlane, FWD, Lightplane)
  • Injecting world knowledge into 3D/4D via generative/foundation models such as VLMs and diffusion models (e.g., Text2Room, LiftGS)
  • Also explores novel ideas in generative models (e.g., ViLP)