Baal, a bayesian active learning library P Atighehchian, F Branchaud-Charron, J Freyberg, R Pardinas, L Schell, ... GitHub. https://github. com/ElementAI/baal/ GRS, 2019 | 14 | 2019 |
Looc: Localize overlapping objects with count supervision IH Laradji, R Pardinas, P Rodriguez, D Vazquez IEEE International Conference on Image Processing (ICIP), 2020 | 11 | 2020 |
Objects of violence: synthetic data for practical ML in human rights investigations L Kermode, J Freyberg, A Akturk, R Trafford, D Kochetkov, R Pardinas, ... Conference on Neural Information Processing Systems (NeurIPS) workshop, 2020 | 6 | 2020 |
Leveraging human preferences to master poetry R Pardinas, G Huang, D Vazquez, A Piché The AAAI-23 Workshop on Creative AI Across Modalities, 2023 | 4 | 2023 |
Implicit offline reinforcement learning via supervised learning A Piche, R Pardinas, D Vazquez, I Mordatch, C Pal arXiv preprint arXiv:2210.12272, 2022 | 4 | 2022 |
Method and system for localization with supervision IH Laradji, DV BERMUDEZ, PR LOPEZ, R Pardinas US Patent App. 17/759,785, 2023 | 1 | 2023 |
A probabilistic perspective on reinforcement learning via supervised learning A Piché, R Pardinas, D Vazquez, C Pal ICLR 2022 Workshop on Generalizable Policy Learning in Physical World, 2022 | 1 | 2022 |
Bridging the Gap Between Target Networks and Functional Regularization A Piché, V Thomas, J Marino, R Pardinas, GM Marconi, C Pal, ME Khan arXiv preprint arXiv:2210.12282, 2022 | | 2022 |