Neural networks for efficient bayesian decoding of natural images from retinal neurons N Parthasarathy, E Batty, W Falcon, T Rutten, M Rajpal, EJ Chichilnisky, ... Advances in Neural Information Processing Systems 30, 2017 | 77 | 2017 |
Simulation of visual perception and learning with a retinal prosthesis JR Golden, C Erickson-Davis, NP Cottaris, N Parthasarathy, F Rieke, ... Journal of neural engineering 16 (2), 025003, 2019 | 44 | 2019 |
Towards in-context scene understanding I Balazevic, D Steiner, N Parthasarathy, R Arandjelović, O Henaff Advances in Neural Information Processing Systems 36, 2024 | 24 | 2024 |
Self-supervised video pretraining yields robust and more human-aligned visual representations N Parthasarathy, SM Eslami, J Carreira, O Henaff Advances in Neural Information Processing Systems 36, 65743-65765, 2023 | 22* | 2023 |
Where should i spend my flops? efficiency evaluations of visual pre-training methods S Koppula, Y Li, E Shelhamer, A Jaegle, N Parthasarathy, R Arandjelovic, ... arXiv preprint arXiv:2209.15589, 2022 | 11 | 2022 |
Self-supervised learning of a biologically-inspired visual texture model N Parthasarathy, EP Simoncelli arXiv preprint arXiv:2006.16976, 2020 | 6 | 2020 |
Probing Biological and Artificial Neural Networks with Task-dependent Neural Manifolds M Kuoch, CN Chou, N Parthasarathy, J Dapello, JJ DiCarlo, ... Conference on Parsimony and Learning, 395-418, 2024 | 2 | 2024 |
Plenoptic: A platform for synthesizing model-optimized visual stimuli L Duong, K Bonnen, W Broderick, PÉ Fiquet, N Parthasarathy, T Yerxa, ... Journal of Vision 23 (9), 5822-5822, 2023 | 2 | 2023 |
A Linear Systems Theory of Normalizing Flows R Feinman, N Parthasarathy arXiv preprint arXiv:1907.06496, 2019 | 2 | 2019 |
Low-rank matrix factorization using distributed SGD in Spark N Parthasarathy, PP Tea-mangkornpan | 2 | 2016 |
Layerwise complexity-matched learning yields an improved model of cortical area V2 N Parthasarathy, OJ Hénaff, EP Simoncelli Transactions on Machine Learning Research (TMLR), 2024 | 1 | 2024 |
Data curation via joint example selection further accelerates multimodal learning T Evans, N Parthasarathy, H Merzic, OJ Henaff arXiv preprint arXiv:2406.17711, 2024 | | 2024 |
Towards Aligning Artificial and Biological Vision Systems With Self-Supervised Representation Learning N Parthasarathy New York University, 2024 | | 2024 |