Image-driven discriminative and generative machine learning algorithms for establishing microstructure–processing relationships W Ma, EJ Kautz, A Baskaran, A Chowdhury, V Joshi, B Yener, DJ Lewis Journal of Applied Physics 128 (13), 2020 | 59 | 2020 |
Ood-cv: A benchmark for robustness to out-of-distribution shifts of individual nuisances in natural images B Zhao, S Yu, W Ma, M Yu, S Mei, A Wang, J He, A Yuille, A Kortylewski European conference on computer vision, 163-180, 2022 | 48* | 2022 |
Super-clevr: A virtual benchmark to diagnose domain robustness in visual reasoning Z Li, X Wang, E Stengel-Eskin, A Kortylewski, W Ma, B Van Durme, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 27 | 2023 |
An image-driven machine learning approach to kinetic modeling of a discontinuous precipitation reaction E Kautz, W Ma, S Jana, A Devaraj, V Joshi, B Yener, D Lewis Materials Characterization 166, 110379, 2020 | 27 | 2020 |
Adoption of image-driven machine learning for microstructure characterization and materials design: A perspective A Baskaran, EJ Kautz, A Chowdhary, W Ma, B Yener, DJ Lewis Jom 73, 3639-3657, 2021 | 21 | 2021 |
Robust category-level 6d pose estimation with coarse-to-fine rendering of neural features W Ma, A Wang, A Yuille, A Kortylewski European Conference on Computer Vision, 492-508, 2022 | 15 | 2022 |
Animal3d: A comprehensive dataset of 3d animal pose and shape J Xu, Y Zhang, J Peng, W Ma, A Jesslen, P Ji, Q Hu, J Zhang, Q Liu, ... Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 9 | 2023 |
Ood-cv-v2: An extended benchmark for robustness to out-of-distribution shifts of individual nuisances in natural images B Zhao, J Wang, W Ma, A Jesslen, S Yang, S Yu, O Zendel, C Theobalt, ... arXiv preprint arXiv:2304.10266, 2023 | 4 | 2023 |
Guided pluralistic building contour completion X Zhang, W Ma, G Varinlioglu, N Rauh, L He, D Aliaga The Visual Computer 38 (9), 3205-3216, 2022 | 4 | 2022 |
Making Group Decisions from Natural Language-Based Preferences F Moshin, L Luo, W Ma, I Kang, Z Zhao, A Liu, R Vaish, L Xia The 8th International Workshop on Computational Social Choice, 2021 | 4 | 2021 |
3d-aware visual question answering about parts, poses and occlusions X Wang, W Ma, Z Li, A Kortylewski, AL Yuille Advances in Neural Information Processing Systems 36, 2024 | 3 | 2024 |
Neural textured deformable meshes for robust analysis-by-synthesis A Wang, W Ma, A Yuille, A Kortylewski Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024 | 3 | 2024 |
Adding 3D geometry control to diffusion models W Ma, Q Liu, J Wang, A Wang, Y Liu, A Kortylewski, A Yuille arXiv preprint arXiv:2306.08103, 2023 | 3 | 2023 |
Uncertainty-Aware Deep Video Compression with Ensembles W Ma, J Li, B Li, Y Lu IEEE Transactions on Multimedia, 2024 | 1 | 2024 |
Robust Category-Level 3D Pose Estimation from Diffusion-Enhanced Synthetic Data J Yang, W Ma, A Wang, X Yuan, A Yuille, A Kortylewski Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024 | 1 | 2024 |
Image-driven discriminative and generative methods for establishing microstructure-processing relationships relevant to nuclear fuel processing pipelines E Kautz, W Ma, A Baskaran, A Chowdhury, V Joshi, B Yener, D Lewis Microscopy and Microanalysis 27 (S1), 2128-2130, 2021 | 1 | 2021 |
ImageNet3D: Towards General-Purpose Object-Level 3D Understanding W Ma, G Zeng, G Zhang, Q Liu, L Zhang, A Kortylewski, Y Liu, A Yuille arXiv preprint arXiv:2406.09613, 2024 | | 2024 |
Compositional 4D Dynamic Scenes Understanding with Physics Priors for Video Question Answering X Wang, W Ma, A Wang, S Chen, A Kortylewski, A Yuille arXiv preprint arXiv:2406.00622, 2024 | | 2024 |
Generating Images with 3D Annotations Using Diffusion Models W Ma, Q Liu, J Wang, A Wang, X Yuan, Y Zhang, Z Xiao, G Zhang, B Lu, ... The Twelfth International Conference on Learning Representations, 2023 | | 2023 |
Robust Category-Level 3D Pose Estimation from Synthetic Data J Yang, W Ma, A Wang, X Yuan, A Yuille, A Kortylewski arXiv preprint arXiv:2305.16124, 2023 | | 2023 |