Hierarchical optimal transport for multimodal distribution alignment J Lee, M Dabagia, E Dyer, C Rozell Advances in Neural Information Processing Systems, 13474-13484, 2019 | 69 | 2019 |
Mine your own view: Self-supervised learning through across-sample prediction M Azabou, MG Azar, R Liu, CH Lin, EC Johnson, K Bhaskaran-Nair, ... arXiv preprint arXiv:2102.10106, 2021 | 46 | 2021 |
Aligning latent representations of neural activity M Dabagia, KP Kording, EL Dyer Nature Biomedical Engineering, 1-7, 2022 | 36* | 2022 |
Drop, swap, and generate: A self-supervised approach for generating neural activity R Liu, M Azabou, M Dabagia, CH Lin, M Gheshlaghi Azar, K Hengen, ... Advances in Neural Information Processing Systems 34, 10587-10599, 2021 | 26 | 2021 |
Assemblies of neurons learn to classify well-separated distributions M Dabagia, SS Vempala, C Papadimitriou Conference on Learning Theory, 3685-3717, 2022 | 14* | 2022 |
Seeing the forest and the tree: Building representations of both individual and collective dynamics with transformers R Liu, M Azabou, M Dabagia, J Xiao, E Dyer Advances in neural information processing systems 35, 2377-2391, 2022 | 12 | 2022 |
Computation with Sequences of Assemblies in a Model of the Brain M Dabagia, C Papadimitriou, S Vempala International Conference on Algorithmic Learning Theory, 499-504, 2024 | 7* | 2024 |
Using self-supervision and augmentations to build insights into neural coding M Azabou, M Dabagia, R Liu, CH Lin, KB Hengen, EL Dyer Proceedings of Workshop on Self-Supervised Learning-Theory and Practice on …, 2021 | 2 | 2021 |
Learning with Plasticity Rules: Generalization and Robustness RC Cristian, M Dabagia, C Papadimitriou, S Vempala | 1 | 2020 |
Coin-Flipping In The Brain: Statistical Learning with Neuronal Assemblies M Dabagia, D Mitropolsky, CH Papadimitriou, SS Vempala arXiv preprint arXiv:2406.07715, 2024 | | 2024 |
Mine your own view: A self-supervised approach for learning representations of neural activity M Azabou, MG Azar, R Liu, CH Lin, EC Johnson, K Bhaskaran-Nair, ... | | |