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)

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)

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)

Robust Category-Level 6D Pose Estimation with Coarse-to-Fine Rendering of Neural Features. - Wufei Ma; Angtian Wang; Alan L. Yuille; Adam Kortylewski (ECCV (9), 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 (ECCV (8), 2022)

Guided pluralistic building contour completion. - Xiaowei Zhang; Wufei Ma; Gunder Varinlioglu; Nick Rauh; Liu He; Daniel G. Aliaga (Vis. Comput., 2022)

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 (CVPR, 2023)

Animal3D: A Comprehensive Dataset of 3D Animal Pose and Shape. - Jiacong Xu; Yi Zhang 099; Jiawei Peng; Wufei Ma; Artur Jesslen; Pengliang Ji; Qixin Hu; Jiehua Zhang; Qihao Liu; Jiahao Wang 001; Wei Ji 011; Chen Wang 049; et al. (ICCV, 2023)

3D-Aware Visual Question Answering about Parts, Poses and Occlusions. - Xingrui Wang; Wufei Ma; Zhuowan Li; Adam Kortylewski; Alan L. Yuille (NeurIPS, 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)

Adding 3D Geometry Control to Diffusion Models. - Wufei Ma; Qihao Liu; Jiahao Wang 001; Angtian Wang; Yaoyao Liu 001; Adam Kortylewski; Alan L. Yuille (CoRR, 2023)

NOVUM: Neural Object Volumes for Robust Object Classification. - Artur Jesslen; Guofeng Zhang 025; Angtian Wang; Wufei Ma; Alan L. Yuille; Adam Kortylewski (ECCV (4), 2024)

Rethinking Video-Text Understanding: Retrieval from Counterfactually Augmented Data. - Wufei Ma; Kai Li 016; Zhongshi Jiang; Moustafa Meshry; Qihao Liu; Huiyu Wang; Christian Häne; Alan L. Yuille (ECCV (13), 2024)

Generating Images with 3D Annotations Using Diffusion Models. - Wufei Ma; Qihao Liu; Jiahao Wang 001; Angtian Wang; Xiaoding Yuan; Yi Zhang 099; Zihao Xiao 001; Guofeng Zhang 020; Beijia Lu; Ruxiao Duan; Yongrui Qi; Adam Kortylewski; et al. (ICLR, 2024)

ImageNet3D: Towards General-Purpose Object-Level 3D Understanding. - Wufei Ma; Guofeng Zhang 020; Qihao Liu; Guanning Zeng; Adam Kortylewski; Yaoyao Liu 001; Alan L. Yuille (NeurIPS, 2024)

Neural Textured Deformable Meshes for Robust Analysis-by-Synthesis. - Angtian Wang; Wufei Ma; Alan L. Yuille; Adam Kortylewski (WACV, 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 (WACV, 2024)

ImageNet3D: Towards General-Purpose Object-Level 3D Understanding. - Wufei Ma; Guanning Zeng; Guofeng Zhang 025; Qihao Liu; Letian Zhang; Adam Kortylewski; Yaoyao Liu 001; Alan L. Yuille (CoRR, 2024)

3DSRBench: A Comprehensive 3D Spatial Reasoning Benchmark. - Wufei Ma; Haoyu Chen; Guofeng Zhang 025; Celso M. de Melo; Alan L. Yuille; Jieneng Chen (CoRR, 2024)

Uncertainty-Aware Deep Video Compression With Ensembles. - Wufei Ma; Jiahao Li 001; Bin Li 012; Yan Lu 001 (IEEE Trans. Multim., 2024)

OOD-CV-v2 : An Extended Benchmark for Robustness to Out-of-Distribution Shifts of Individual Nuisances in Natural Images. - Bingchen Zhao; Jiahao Wang 001; Wufei Ma; Artur Jesslen; Siwei Yang; Shaozuo Yu; Oliver Zendel 001; Christian Theobalt; Alan L. Yuille; Adam Kortylewski (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

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 (CVPR, 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 (CVPR, 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 (ICLR, 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, 2025)

DINeMo: Learning Neural Mesh Models with no 3D Annotations. - Weijie Guo; Guofeng Zhang 025; Wufei Ma; Alan L. Yuille (CoRR, 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, 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, 2025)

4D-Animal: Freely Reconstructing Animatable 3D Animals from Videos. - Shanshan Zhong; Jiawei Peng; Zehan Zheng; Zhongzhan Huang; Wufei Ma; Guofeng Zhang 025; Qihao Liu; Alan L. Yuille; Jieneng Chen (CoRR, 2025)