Vortices as fractons D Doshi, A Gromov Communications Physics 4 (1), 44, 2021 | 27 | 2021 |
Critical initialization of wide and deep neural networks through partial Jacobians: general theory and applications to LayerNorm D Doshi, T He, A Gromov arXiv preprint arXiv:2111.12143, 2021 | 4* | 2021 |
Understanding Layer Normalization in Deep Neural Networks T He, D Doshi, A Gromov APS March Meeting Abstracts 2022, K09. 013, 2022 | 1 | 2022 |
Jacobians in Deep Neural Networks: Criticality and beyond D Doshi, T He, A Gromov Bulletin of the American Physical Society, 2023 | | 2023 |
AutoInit: Automatic Initialization via Jacobian Tuning T He, D Doshi, A Gromov arXiv preprint arXiv:2206.13568, 2022 | | 2022 |
Criticality in Deep Neural Networks using Jacobian (s) D Doshi, A Gromov, T He APS March Meeting Abstracts 2022, K09. 012, 2022 | | 2022 |
Vortices and Fractons AG Darshil Doshi APS March Meeting Abstracts 2021, L43.003, 2021 | | 2021 |