Guandao Yang

According to our database, Guandao Yang authored at least 36 papers between 2017 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Towards Vision-Language-Garment Models for Web Knowledge Garment Understanding and Generation.

Jan Ackermann, Kiyohiro Nakayama, Guandao Yang, Tong Wu, Gordon Wetzstein

CoRR, June, 2025

Animal Pose Labeling Using General-Purpose Point Trackers.

Zhuoyang Pan, Boxiao Pan, Guandao Yang, Adam W. Harley, Leonidas J. Guibas

CoRR, June, 2025

FlashDepth: Real-time Streaming Video Depth Estimation at 2K Resolution.

Gene Chou, Wenqi Xian, Guandao Yang, Mohamed Abdelfattah, Bharath Hariharan, Noah Snavely, Ning Yu, Paul E. Debevec

CoRR, April, 2025

Self-Calibrating Gaussian Splatting for Large Field of View Reconstruction.

Youming Deng, Wenqi Xian, Guandao Yang, Leonidas J. Guibas, Gordon Wetzstein, Steve Marschner, Paul E. Debevec

CoRR, February, 2025

InfoGS: Efficient Structure-Aware 3D Gaussians via Lightweight Information Shaping.

Yunchao Zhang, Guandao Yang, Leonidas J. Guibas, Yanchao Yang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

AIpparel: A Multimodal Foundation Model for Digital Garments.

Kiyohiro Nakayama, Jan Ackermann, Timur Levent Kesdogan, Yang Zheng, Maria Korosteleva, Olga Sorkine-Hornung, Leonidas J. Guibas, Guandao Yang, Gordon Wetzstein

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

BlenderGym: Benchmarking Foundational Model Systems for Graphics Editing.

Yunqi Gu, Ian Huang, Jihyeon Je, Guandao Yang, Leonidas J. Guibas

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Accurate Differential Operators for Hybrid Neural Fields.

Aditya Chetan, Guandao Yang, Zichen Wang, Steve Marschner, Bharath Hariharan

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

AIpparel: A Large Multimodal Generative Model for Digital Garments.

Kiyohiro Nakayama, Jan Ackermann, Timur Levent Kesdogan, Yang Zheng, Maria Korosteleva, Olga Sorkine-Hornung, Leonidas J. Guibas, Guandao Yang, Gordon Wetzstein

CoRR, 2024

InfoGaussian: Structure-Aware Dynamic Gaussians through Lightweight Information Shaping.

Yunchao Zhang, Guandao Yang, Leonidas J. Guibas, Yanchao Yang

CoRR, 2024

Robust Symmetry Detection via Riemannian Langevin Dynamics.

Jihyeon Je, Jiayi Liu, Guandao Yang, Boyang Deng, Shengqu Cai, Gordon Wetzstein, Or Litany, Leonidas J. Guibas

Proceedings of the SIGGRAPH Asia 2024 Conference Papers, 2024

Neural Control Variates with Automatic Integration.

Zilu Li, Guandao Yang, Qingqing Zhao, Xi Deng, Leonidas J. Guibas, Bharath Hariharan, Gordon Wetzstein

Proceedings of the ACM SIGGRAPH 2024 Conference Papers, 2024

FiVA: Fine-grained Visual Attribute Dataset for Text-to-Image Diffusion Models.

Tong Wu, Yinghao Xu, Ryan Po, Mengchen Zhang, Guandao Yang, Jiaqi Wang, Ziwei Liu, Dahua Lin, Gordon Wetzstein

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

DiffusionPDE: Generative PDE-Solving under Partial Observation.

Jiahe Huang, Guandao Yang, Zichen Wang, Jeong Joon Park

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

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 J. Guibas, Gordon Wetzstein

Proceedings of the Computer Vision - ECCV 2024, 2024

MegaScenes: Scene-Level View Synthesis at Scale.

Joseph Tung, Gene Chou, Ruojin Cai, Guandao Yang, Kai Zhang, Gordon Wetzstein, Bharath Hariharan, Noah Snavely

Proceedings of the Computer Vision - ECCV 2024, 2024

BlenderAlchemy: Editing 3D Graphics with Vision-Language Models.

Ian Huang, Guandao Yang, Leonidas J. Guibas

Proceedings of the Computer Vision - ECCV 2024, 2024

GPT-4V(ision) is a Human-Aligned Evaluator for Text-to-3D Generation.

Tong Wu, Guandao Yang, Zhibing Li, Kai Zhang, Ziwei Liu, Leonidas J. Guibas, Dahua Lin, Gordon Wetzstein

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Orthogonal Adaptation for Modular Customization of Diffusion Models.

Ryan Po, Guandao Yang, Kfir Aberman, Gordon Wetzstein

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Learning a Diffusion Prior for NeRFs.

Guandao Yang, Abhijit Kundu, Leonidas J. Guibas, Jonathan T. Barron, Ben Poole

CoRR, 2023

Geometry Processing with Neural Fields.

Guandao Yang

Proceedings of the SIGGRAPH Asia 2023 Doctoral Consortium, 2023

Neural Caches for Monte Carlo Partial Differential Equation Solvers.

Zilu Li, Guandao Yang, Xi Deng, Christopher De Sa, Bharath Hariharan, Steve Marschner

Proceedings of the SIGGRAPH Asia 2023 Conference Papers, 2023

NeRF Revisited: Fixing Quadrature Instability in Volume Rendering.

Mikaela Angelina Uy, Kiyohiro Nakayama, Guandao Yang, Rahul Krishna Thomas, Leonidas J. Guibas, Ke Li

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Residual Aligned: Gradient Optimization for Non-Negative Image Synthesis.

Flora Yu Shen, Katie Luo, Guandao Yang, Harald Haraldsson, Serge J. Belongie

CoRR, 2022

Polynomial Neural Fields for Subband Decomposition and Manipulation.

Guandao Yang, Sagie Benaim, Varun Jampani, Kyle Genova, Jonathan T. Barron, Thomas A. Funkhouser, Bharath Hariharan, Serge J. Belongie

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Geometry Processing with Neural Fields.

Guandao Yang, Serge J. Belongie, Bharath Hariharan, Vladlen Koltun

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Stay Positive: Non-Negative Image Synthesis for Augmented Reality.

Katie Luo, Guandao Yang, Wenqi Xian, Harald Haraldsson, Bharath Hariharan, Serge J. Belongie

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Learning Gradient Fields for Shape Generation.

Ruojin Cai, Guandao Yang, Hadar Averbuch-Elor, Zekun Hao, Serge J. Belongie, Noah Snavely, Bharath Hariharan

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

QPyTorch: A Low-Precision Arithmetic Simulation Framework.

Tianyi Zhang, Zhiqiu Lin, Guandao Yang, Christopher De Sa

Proceedings of the Fifth Workshop on Energy Efficient Machine Learning and Cognitive Computing, 2019

SWALP : Stochastic Weight Averaging in Low Precision Training.

Guandao Yang, Tianyi Zhang, Polina Kirichenko, Junwen Bai, Andrew Gordon Wilson, Christopher De Sa

Proceedings of the 36th International Conference on Machine Learning, 2019

PointFlow: 3D Point Cloud Generation With Continuous Normalizing Flows.

Guandao Yang, Xun Huang, Zekun Hao, Ming-Yu Liu, Serge J. Belongie, Bharath Hariharan

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Learning Data-Adaptive Interest Points through Epipolar Adaptation.

Guandao Yang, Tomasz Malisiewicz, Serge J. Belongie

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Learning Single-View 3D Reconstruction with Limited Pose Supervision.

Guandao Yang, Yin Cui, Serge J. Belongie, Bharath Hariharan

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018

Deep Fundamental Matrix Estimation Without Correspondences.

Omid Poursaeed, Guandao Yang, Aditya Prakash, Qiuren Fang, Hanqing Jiang, Bharath Hariharan, Serge J. Belongie

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Learning to Evaluate Image Captioning.

Yin Cui, Guandao Yang, Andreas Veit, Xun Huang, Serge J. Belongie

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

Fast Reading Comprehension with ConvNets.

Felix Wu, Ni Lao, John Blitzer, Guandao Yang, Kilian Q. Weinberger

CoRR, 2017