| Stable video diffusion: Scaling latent video diffusion models to large datasets A Blattmann, T Dockhorn, S Kulal, D Mendelevitch, M Kilian, D Lorenz, ... arXiv preprint arXiv:2311.15127, 2023 | 832 | 2023 |
| Objaverse-xl: A universe of 10m+ 3d objects M Deitke, R Liu, M Wallingford, H Ngo, O Michel, A Kusupati, A Fan, ... Advances in Neural Information Processing Systems 36, 35799-35813, 2023 | 328 | 2023 |
| MCVD: Masked Conditional Video Diffusion for Prediction, Generation, and Interpolation V Voleti, A Jolicoeur-Martineau, C Pal (NeurIPS 2022) 36th Conference on Neural Information Processing Systems, 2022 | 290 | 2022 |
| Accounting for variance in machine learning benchmarks X Bouthillier, P Delaunay, M Bronzi, A Trofimov, B Nichyporuk, J Szeto, ... Proceedings of Machine Learning and Systems 3, 747-769, 2021 | 179 | 2021 |
| threestudio: A unified framework for 3d content generation YC Guo, YT Liu, R Shao, C Laforte, V Voleti, G Luo, CH Chen, ZX Zou, ... | 158 | 2023 |
| Sv3d: Novel multi-view synthesis and 3d generation from a single image using latent video diffusion V Voleti, CH Yao, M Boss, A Letts, D Pankratz, D Tochilkin, C Laforte, ... European Conference on Computer Vision, 439-457, 2024 | 135 | 2024 |
| gradsim: Differentiable simulation for system identification and visuomotor control KM Jatavallabhula, M Macklin, F Golemo, V Voleti, L Petrini, M Weiss, ... arXiv preprint arXiv:2104.02646, 2021 | 115 | 2021 |
| Learning to combine top-down and bottom-up signals in recurrent neural networks with attention over modules S Mittal, A Lamb, A Goyal, V Voleti, M Shanahan, G Lajoie, M Mozer, ... International Conference on Machine Learning, 6972-6986, 2020 | 82 | 2020 |
| Generative models of brain dynamics M Ramezanian-Panahi, G Abrevaya, JC Gagnon-Audet, V Voleti, I Rish, ... Frontiers in artificial intelligence 5, 807406, 2022 | 48* | 2022 |
| Score-based diffusion models in function space JH Lim, NB Kovachki, R Baptista, C Beckham, K Azizzadenesheli, ... arXiv preprint arXiv:2302.07400, 2023 | 41 | 2023 |
| gradsim: Differentiable simulation for system identification and visuomotor control JK Murthy, M Macklin, F Golemo, V Voleti, L Petrini, M Weiss, B Considine, ... International conference on learning representations, 2020 | 34 | 2020 |
| A multimodal approach for image de-fencing and depth inpainting S Jonna, VS Voleti, RR Sahay, MS Kankanhalli 2015 Eighth International Conference on Advances in Pattern Recognition …, 2015 | 27 | 2015 |
| FairCal : Fairness Calibration for Face Verification T Salvador, S Cairns, V Voleti, N Marshall, A Oberman (ICLR 2022) International Conference on Learning Representations, 2021 | 25* | 2021 |
| Simple Video Generation using Neural ODEs D Kanaa, V Voleti, S Kahou, C Pal NeurIPS 2019 Workshop, 2019 | 22 | 2019 |
| Sv4d: Dynamic 3d content generation with multi-frame and multi-view consistency Y Xie, CH Yao, V Voleti, H Jiang, V Jampani arXiv preprint arXiv:2407.17470, 2024 | 21 | 2024 |
| Score-based Denoising Diffusion with Non-Isotropic Gaussian Noise Models V Voleti, C Pal, A Oberman NeurIPS 2022 (Score-based Methods workshop), 2022 | 16 | 2022 |
| An empirical study of batch normalization and group normalization in conditional computation V Michalski, V Voleti, SE Kahou, A Ortiz, P Vincent, C Pal, D Precup arXiv preprint arXiv:1908.00061, 2019 | 14 | 2019 |
| SMPL-IK: Learned Morphology-Aware Inverse Kinematics for AI Driven Artistic Workflows V Voleti, BN Oreshkin, F Bocquelet, FG Harvey, LS Ménard, C Pal SIGGRAPH Asia 2022 (Technical Communications), 2022 | 13 | 2022 |
| Multi-resolution continuous normalizing flows V Voleti, C Finlay, A Oberman, C Pal Annals of Mathematics and Artificial Intelligence 92 (5), 1295-1317, 2024 | 12 | 2024 |
| Improved predictive uncertainty using corruption-based calibration T Salvador, V Voleti, A Iannantuono, A Oberman stat 1050 (7), 3, 2021 | 11 | 2021 |
Chris PalProfessor, Polytechnique Montréal & Mila, ServiceNow Research, Canada CIFAR AI ChairVerified email at polymtl.ca
