Publications

* Denotes equal contributions.

2024

  1. ncv.png
    Neural Control Variates via Automatic Integration
    Zilu Li*, Guandao Yang*, Qingqing Zhao, Xi Deng, Leonidas J. Guibas, Bharath Hariharan, and Gordon Wetzstein
    In SIGGRAPH Conference , 2024
  2. blenderalchemy.gif
    BlenderAlchemy: Editing 3D Graphics with Vision-Language Models
    Ian Huang, Guandao Yang, and Leonidas Guibas
    arXiv preprint, 2024
  3. physavatar.gif
    PhysAvatar: Learning the Physics of Dressed 3D Avatars from Visual Observations
    Yang Zheng*, Qingqing Zhao*, Guandao Yang, Wang Yifan, Donglai Xiang, Florian Dubost, Dmitry Lagun, Thabo Beeler, Federico Tombari, Leonidas Guibas, and Gordon Wetzstein
    arXiv preprint, 2024
  4. gpt4eval.jpeg
    GPT-4V (ision) is a Human-Aligned Evaluator for Text-to-3D Generation
    Tong Wu*, Guandao Yang*, Zhibing Li*, Kai Zhang, Ziwei Liu, Leonidas Guibas, Dahua Lin, and Gordon Wetzstein
    In CVPR , 2024
  5. ortho.gif
    Orthogonal adaptation for modular customization of diffusion models
    Ryan Po, Guandao Yang, Kfir Aberman, and Gordon Wetzstein
    CVPR (Spotlight), 2024

2023

  1. mcgpnf.jpg
    Neural Caches for Monte Carlo Partial Differential Equation Solvers
    Zilu Li*, Guandao Yang*, Xi Deng, Christopher De Sa, Bharath Hariharan, and Steve Marschner
    In SIGGRAPH Asia Conference , 2023
  2. plnerf.png
    Nerf revisited: Fixing quadrature instability in volume rendering
    Mikaela Angelina Uy, Kiyohiro Nakayama, Guandao Yang, Rahul Krishna Thomas, Leonidas Guibas, and Ke Li
    NeurIPS, 2023
  3. nerf-diff-prior.png
    Learning a diffusion prior for nerfs
    Guandao Yang, Abhijit Kundu, Leonidas J Guibas, Jonathan T Barron, and Ben Poole
    ICLR Workshops, 2023

2022

  1. pnf.gif
    Polynomial neural fields for subband decomposition and manipulation
    Guandao Yang*, Sagie Benaim*, Varun Jampani, Kyle Genova, Jonathan Barron, Thomas Funkhouser, Bharath Hariharan, and Serge Belongie
    NeurIPS, 2022
  2. res-align.png
    Residual Aligned: Gradient Optimization for Non-Negative Image Synthesis
    Flora Yu Shen, Katie Luo, Guandao Yang, Harald Haraldsson, and Serge Belongie
    arXiv preprint, 2022

2021

  1. StayPositive.jpg
    Stay positive: Non-negative image synthesis for augmented reality
    Katie Luo*, Guandao* Yang, Wenqi Xian, Harald Haraldsson, Bharath Hariharan, and Serge Belongie
    In CVPR (Oral) , 2021
  2. NFGP.png
    Geometry processing with neural fields
    Guandao Yang, Serge Belongie, Bharath Hariharan, and Vladlen Koltun
    NeurIPS, 2021

2020

  1. ShapeGF.gif
    Learning gradient fields for shape generation
    Ruojin Cai*, Guandao Yang*, Hadar Averbuch-Elor, Zekun Hao, Serge Belongie, Noah Snavely, and Bharath Hariharan
    In ECCV (Spotlight) , 2020

2019

  1. pointflow.gif
    Pointflow: 3d point cloud generation with continuous normalizing flows
    Guandao Yang*, Xun Huang*, Zekun Hao, Ming-Yu Liu, Serge Belongie, and Bharath Hariharan
    In ICCV (Oral) , 2019
  2. swalp.jpg
    SWALP: Stochastic weight averaging in low precision training
    Guandao Yang, Tianyi Zhang, Polina Kirichenko, Junwen Bai, Andrew Gordon Wilson, and Christopher De Sa
    In ICML , 2019
  3. qpytorch.png
    Qpytorch: A low-precision arithmetic simulation framework
    Tianyi Zhang, Zhiqiu Lin, Guandao Yang, and Christopher De Sa
    In NeurIPS Workshops (EMC2-NIPS) , 2019
  4. adapt-interest-point.png
    Learning Data-Adaptive Interest Points through Epipolar Adaptation.
    Guandao Yang, Tomasz Malisiewicz, and Serge Belongie
    In CVPR Workshops , 2019

2018

  1. cap-eval.jpg
    Learning to evaluate image captioning
    Yin Cui, Guandao Yang, Andreas Veit, Xun Huang, and Serge Belongie
    In CVPR , 2018
  2. 3d-recon.jpg
    Learning single-view 3d reconstruction with limited pose supervision
    Guandao Yang, Yin Cui, Serge Belongie, and Bharath Hariharan
    In ECCV , 2018
  3. FMatrix.jpg
    Deep fundamental matrix estimation without correspondences
    Omid Poursaeed*, Guandao Yang*, Aditya Prakash*, Qiuren Fang, Hanqing Jiang, Bharath Hariharan, and Serge Belongie
    In ECCV Workshops , 2018

2017

  1. FastRCConvNets.jpg
    Fast reading comprehension with convnets
    Felix Wu, Ni Lao, John Blitzer, Guandao Yang, and Kilian Weinberger
    arXiv preprint, 2017