Wufei Ma

According to our database, Wufei Ma authored at least 29 papers between 2019 and 2025.

Collaborative distances:

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

2025

4D-Animal: Freely Reconstructing Animatable 3D Animals from Videos.

Shanshan Zhong, Jiawei Peng, Zehan Zheng, Zhongzhan Huang, Wufei Ma, Guofeng Zhang, Qihao Liu, Alan L. Yuille, Jieneng Chen

CoRR, July, 2025

SpatialLLM: A Compound 3D-Informed Design towards Spatially-Intelligent Large Multimodal Models.

Wufei Ma, Luoxin Ye, Nessa McWeeney, Celso M. de Melo, Jieneng Chen, Alan L. Yuille

CoRR, May, 2025

SpatialReasoner: Towards Explicit and Generalizable 3D Spatial Reasoning.

Wufei Ma, Yu-Cheng Chou, Qihao Liu, Xingrui Wang, Celso de Melo, Jieneng Chen, Jianwen Xie, Alan L. Yuille

CoRR, April, 2025

DINeMo: Learning Neural Mesh Models with no 3D Annotations.

Weijie Guo, Guofeng Zhang, Wufei Ma, Alan L. Yuille

CoRR, March, 2025

PulseCheck457: A Diagnostic Benchmark for 6D Spatial Reasoning of Large Multimodal Models.

Xingrui Wang, Wufei Ma, Tiezheng Zhang, Celso M. de Melo, Jieneng Chen, Alan L. Yuille

CoRR, February, 2025

Compositional 4D Dynamic Scenes Understanding with Physics Priors for Video Question Answering.

Xingrui Wang, Wufei Ma, Angtian Wang, Shuo Chen, Adam Kortylewski, Alan L. Yuille

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Spatial457: A Diagnostic Benchmark for 6D Spatial Reasoning of Large Mutimodal Models.

Xingrui Wang, Wufei Ma, Tiezheng Zhang, Celso M. de Melo, Jieneng Chen, Alan L. Yuille

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

SpatialLLM: A Compound 3D-Informed Design towards Spatially-Intelligent Large Multimodal Models.

Wufei Ma, Luoxin Ye, Celso M. de Melo, Alan L. Yuille, Jieneng Chen

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

2024

OOD-CV-v2 : An Extended Benchmark for Robustness to Out-of-Distribution Shifts of Individual Nuisances in Natural Images.

Bingchen Zhao, Jiahao Wang, Wufei Ma, Artur Jesslen, Siwei Yang, Shaozuo Yu, Oliver Zendel, Christian Theobalt, Alan L. Yuille, Adam Kortylewski

IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

Uncertainty-Aware Deep Video Compression With Ensembles.

Wufei Ma, Jiahao Li, Bin Li, Yan Lu

IEEE Trans. Multim., 2024

3DSRBench: A Comprehensive 3D Spatial Reasoning Benchmark.

Wufei Ma, Haoyu Chen, Guofeng Zhang, Celso M. de Melo, Alan L. Yuille, Jieneng Chen

CoRR, 2024

ImageNet3D: Towards General-Purpose Object-Level 3D Understanding.

Wufei Ma, Guanning Zeng, Guofeng Zhang, Qihao Liu, Letian Zhang, Adam Kortylewski, Yaoyao Liu, Alan L. Yuille

CoRR, 2024

Robust Category-Level 3D Pose Estimation from Diffusion-Enhanced Synthetic Data.

Jiahao Yang, Wufei Ma, Angtian Wang, Xiaoding Yuan, Alan L. Yuille, Adam Kortylewski

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Neural Textured Deformable Meshes for Robust Analysis-by-Synthesis.

Angtian Wang, Wufei Ma, Alan L. Yuille, Adam Kortylewski

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

ImageNet3D: Towards General-Purpose Object-Level 3D Understanding.

Wufei Ma, Guofeng Zhang, Qihao Liu, Guanning Zeng, Adam Kortylewski, Yaoyao Liu, Alan L. Yuille

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

Generating Images with 3D Annotations Using Diffusion Models.

Wufei Ma, Qihao Liu, Jiahao Wang, Angtian Wang, Xiaoding Yuan, Yi Zhang, Zihao Xiao, Guofeng Zhang, Beijia Lu, Ruxiao Duan, Yongrui Qi, Adam Kortylewski, Yaoyao Liu, Alan L. Yuille

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Rethinking Video-Text Understanding: Retrieval from Counterfactually Augmented Data.

Wufei Ma, Kai Li, Zhongshi Jiang, Moustafa Meshry, Qihao Liu, Huiyu Wang, Christian Häne, Alan L. Yuille

Proceedings of the Computer Vision - ECCV 2024, 2024

NOVUM: Neural Object Volumes for Robust Object Classification.

Artur Jesslen, Guofeng Zhang, Angtian Wang, Wufei Ma, Alan L. Yuille, Adam Kortylewski

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

Adding 3D Geometry Control to Diffusion Models.

Wufei Ma, Qihao Liu, Jiahao Wang, Angtian Wang, Yaoyao Liu, Adam Kortylewski, Alan L. Yuille

CoRR, 2023

Robust Category-Level 3D Pose Estimation from Synthetic Data.

Jiahao Yang, Wufei Ma, Angtian Wang, Xiaoding Yuan, Alan L. Yuille, Adam Kortylewski

CoRR, 2023

3D-Aware Visual Question Answering about Parts, Poses and Occlusions.

Xingrui Wang, Wufei Ma, Zhuowan Li, Adam Kortylewski, Alan L. Yuille

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

Animal3D: A Comprehensive Dataset of 3D Animal Pose and Shape.

Jiacong Xu, Yi Zhang, Jiawei Peng, Wufei Ma, Artur Jesslen, Pengliang Ji, Qixin Hu, Jiehua Zhang, Qihao Liu, Jiahao Wang, Wei Ji, Chen Wang, Xiaoding Yuan, Prakhar Kaushik, Guofeng Zhang, Jie Liu, Yushan Xie, Yawen Cui, Alan L. Yuille, Adam Kortylewski

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Super-CLEVR: A Virtual Benchmark to Diagnose Domain Robustness in Visual Reasoning.

Zhuowan Li, Xingrui Wang, Elias Stengel-Eskin, Adam Kortylewski, Wufei Ma, Benjamin Van Durme, Alan L. Yuille

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Guided pluralistic building contour completion.

Xiaowei Zhang, Wufei Ma, Gunder Varinlioglu, Nick Rauh, Liu He, Daniel G. Aliaga

Vis. Comput., 2022

OOD-CV: A Benchmark for Robustness to Out-of-Distribution Shifts of Individual Nuisances in Natural Images.

Bingchen Zhao, Shaozuo Yu, Wufei Ma, Mingxin Yu, Shenxiao Mei, Angtian Wang, Ju He, Alan L. Yuille, Adam Kortylewski

Proceedings of the Computer Vision - ECCV 2022, 2022

Robust Category-Level 6D Pose Estimation with Coarse-to-Fine Rendering of Neural Features.

Wufei Ma, Angtian Wang, Alan L. Yuille, Adam Kortylewski

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

ROBIN : A Benchmark for Robustness to Individual Nuisancesin Real-World Out-of-Distribution Shifts.

Bingchen Zhao, Shaozuo Yu, Wufei Ma, Mingxin Yu, Shenxiao Mei, Angtian Wang, Ju He, Alan L. Yuille, Adam Kortylewski

CoRR, 2021

2020

Image-driven discriminative and generative machine learning algorithms for establishing microstructure-processing relationships.

Wufei Ma, Elizabeth Kautz, Arun Baskaran, Aritra Chowdhury, Vineet Joshi, Bülent Yener, Daniel Lewis

CoRR, 2020

2019

An image-driven machine learning approach to kinetic modeling of a discontinuous precipitation reaction.

Elizabeth Kautz, Wufei Ma, Saumyadeep Jana, Arun Devaraj, Vineet Joshi, Bülent Yener, Daniel Lewis

CoRR, 2019