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Max Dabagia
Max Dabagia
Computer Science, Georgia Tech
在 gatech.edu 的电子邮件经过验证 - 首页
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引用次数
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Hierarchical optimal transport for multimodal distribution alignment
J Lee, M Dabagia, E Dyer, C Rozell
Advances in Neural Information Processing Systems, 13474-13484, 2019
692019
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
462021
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
262021
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
122022
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
22021
Learning with Plasticity Rules: Generalization and Robustness
RC Cristian, M Dabagia, C Papadimitriou, S Vempala
12020
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, ...
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