Robotic pick-and-place of novel objects in clutter with multi-affordance grasping and cross-domain image matching A Zeng, S Song, KT Yu, E Donlon, FR Hogan, M Bauza, D Ma, O Taylor, ... The International Journal of Robotics Research 41 (7), 690-705, 2022 | 735 | 2022 |
Learning skillful medium-range global weather forecasting R Lam, A Sanchez-Gonzalez, M Willson, P Wirnsberger, M Fortunato, ... Science 382 (6677), 1416-1421, 2023 | 483* | 2023 |
Modular meta-learning F Alet, T Lozano-Pérez, LP Kaelbling Conference on robot learning, 856-868, 2018 | 153 | 2018 |
Graph element networks: adaptive, structured computation and memory F Alet, AK Jeewajee, MB Villalonga, A Rodriguez, T Lozano-Perez, ... International Conference on Machine Learning, 212-222, 2019 | 106 | 2019 |
Meta-learning curiosity algorithms F Alet, MF Schneider, T Lozano-Perez, LP Kaelbling arXiv preprint arXiv:2003.05325, 2020 | 75 | 2020 |
Neural relational inference with fast modular meta-learning F Alet, E Weng, T Lozano-Pérez, LP Kaelbling Advances in Neural Information Processing Systems 32, 2019 | 67 | 2019 |
GenCast: Diffusion-based ensemble forecasting for medium-range weather I Price, A Sanchez-Gonzalez, F Alet, T Ewalds, A El-Kadi, J Stott, ... arXiv preprint arXiv:2312.15796, 2023 | 43 | 2023 |
Noether networks: meta-learning useful conserved quantities F Alet, D Doblar, A Zhou, J Tenenbaum, K Kawaguchi, C Finn Advances in Neural Information Processing Systems 34, 16384-16397, 2021 | 30 | 2021 |
Omnipush: accurate, diverse, real-world dataset of pushing dynamics with rgb-d video M Bauza, F Alet, YC Lin, T Lozano-Pérez, LP Kaelbling, P Isola, ... 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2019 | 28* | 2019 |
A large-scale benchmark for few-shot program induction and synthesis F Alet, J Lopez-Contreras, J Koppel, M Nye, A Solar-Lezama, ... International Conference on Machine Learning, 175-186, 2021 | 21 | 2021 |
Tailoring: encoding inductive biases by optimizing unsupervised objectives at prediction time F Alet, M Bauza, K Kawaguchi, NG Kuru, T Lozano-Pérez, L Kaelbling Advances in Neural Information Processing Systems 34, 29206-29217, 2021 | 20 | 2021 |
Robotic gripper design with evolutionary strategies and graph element networks F Alet, M Bauza, AK Jeewajee, M Thomsen, A Rodriguez, LP Kaelbling, ... Proceedings of the 34th Conference on Neural Information Processing Systems …, 2020 | 6 | 2020 |
Modular meta-learning in abstract graph networks for combinatorial generalization F Alet, M Bauza, A Rodriguez, T Lozano-Perez, LP Kaelbling arXiv preprint arXiv:1812.07768, 2018 | 4 | 2018 |
Finding frequent entities in continuous data F Alet, R Chitnis, LP Kaelbling, T Lozano-Pérez arXiv preprint arXiv:1805.02874, 2018 | 1 | 2018 |
Finding important entities in continuous streaming data FAIP Alet Massachusetts Institute of Technology, 2018 | | 2018 |
Functional Risk Minimization F Alet, C Gehring, T Lozano-Pérez, JB Tenenbaum, LP Kaelbling | | |
Appendix for: Neural Relational Inference with Fast Modular Meta-learning F Alet, E Weng, TL Pérez, LP Kaelbling | | |
Measuring few-shot extrapolation with program induction F Alet, J Lopez-Contreras, JB Tenenbaum, T Perez, LP Kaelbling NeurIPS 2020 Workshop on Computer-Assisted Programming, 0 | | |
Effective, interpretable algorithms for curiosity automatically discovered by evolutionary search M Schneider, F Alet, T Lozano-Pérez, LP Kaelbling | | |
ENHANCING MATHEMATICAL RESEARCH IN HIGH SCHOOL L Morera, J Rué, F Alet | | |