Learning disentangled representations of videos with missing data A Comas, C Zhang, Z Feric, O Camps, R Yu Advances in Neural Information Processing Systems 33, 3625-3635, 2020 | 9 | 2020 |
Geometry of score based generative models S Ghimire, J Liu, A Comas, D Hill, A Masoomi, O Camps, J Dy arXiv preprint arXiv:2302.04411, 2023 | 7 | 2023 |
Turnip: Time-series U-Net with recurrence for NIR imaging PPG A Comas, TK Marks, H Mansour, S Lohit, Y Ma, X Liu 2021 IEEE International Conference on Image Processing (ICIP), 309-313, 2021 | 7 | 2021 |
Inferring relational potentials in interacting systems A Comas, Y Du, CF Lopez, S Ghimire, M Sznaier, JB Tenenbaum, ... International Conference on Machine Learning, 6364-6383, 2023 | 3 | 2023 |
Learning Object-Centric Dynamic Modes from Video and Emerging Properties A Comas, CF Lopez, S Ghimire, H Li, M Sznaier, O Camps Learning for Dynamics and Control Conference, 745-769, 2023 | 2 | 2023 |
Self-supervised decomposition, disentanglement and prediction of video sequences while interpreting dynamics: A Koopman perspective A Comas, S Ghimire, H Li, M Sznaier, O Camps arXiv preprint arXiv:2110.00547, 2021 | 2 | 2021 |
MagicMirror: Fast and High-Quality Avatar Generation with a Constrained Search Space A Comas-Massagué, D Qiu, M Chai, M Bühler, A Raj, R Gao, Q Xu, ... arXiv preprint arXiv:2404.01296, 2024 | | 2024 |
Identifying the dynamics of interacting objects with applications to scene understanding and video temporal manipulation A Comas, C Fernandez, S Ghimire, H Li, O Camps, M Sznaier IFAC-PapersOnLine 58 (15), 301-306, 2024 | | 2024 |
Divide and Compose with Score Based Generative Models S Ghimire, A Comas, D Hill, A Masoomi, O Camps, J Dy arXiv preprint arXiv:2302.02272, 2023 | | 2023 |
Exploring Methods for Enhancing Linear Prediction of Video Sequences A Comas Massagué Universitat Politècnica de Catalunya, 2019 | | 2019 |
Evaluation of pre-filtering techniques for delay-spread compression in Wideband MISO systems A Comas Massagué Universitat Politècnica de Catalunya, 2017 | | 2017 |
Neural Constraint Inference: Inferring Energy Constraints in Interacting Systems A Comas, Y Du, S Ghimire, CF Lopez, M Sznaier, JB Tenenbaum, ... | | |