Nikhil Parthasarathy
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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
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
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, 2024
Towards in-context scene understanding
I Balazevic, D Steiner, N Parthasarathy, R Arandjelović, O Henaff
Advances in Neural Information Processing Systems 36, 2024
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
Self-supervised learning of a biologically-inspired visual texture model
N Parthasarathy, EP Simoncelli
arXiv preprint arXiv:2006.16976, 2020
A Linear Systems Theory of Normalizing Flows
R Feinman, N Parthasarathy
arXiv preprint arXiv:1907.06496, 2019
Low-rank matrix factorization using distributed SGD in Spark
N Parthasarathy, PP Tea-mangkornpan
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
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
Layerwise complexity-matched learning yields an improved model of cortical area V2
N Parthasarathy, OJ Hénaff, EP Simoncelli
arXiv preprint arXiv:2312.11436, 2023
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