Nikhil Parthasarathy

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 12

Top Topics

Tikhonov Regularization

Scene Understanding

Visual Representations

Biologically Plausible

Top Venues

Trans. Mach. Learn. Res.

Publications

Talfan Evans, Nikhil Parthasarathy, Hamza Merzic, Olivier J. Hénaff
Data curation via joint example selection further accelerates multimodal learning. CoRR (2024)
Nikhil Parthasarathy, Olivier J. Hénaff, Eero P. Simoncelli
Layerwise complexity-matched learning yields an improved model of cortical area V2. Trans. Mach. Learn. Res. 2024 (2024)
Michael Kuoch, Chi-Ning Chou, Nikhil Parthasarathy, Joel Dapello, James J. DiCarlo, Haim Sompolinsky, SueYeon Chung
Probing Biological and Artificial Neural Networks with Task-dependent Neural Manifolds. CoRR (2023)
Nikhil Parthasarathy, Olivier J. Hénaff, Eero P. Simoncelli
Layerwise complexity-matched learning yields an improved model of cortical area V2. CoRR (2023)
Nikhil Parthasarathy, S. M. Ali Eslami, João Carreira, Olivier J. Hénaff
Self-supervised video pretraining yields robust and more human-aligned visual representations. NeurIPS (2023)
Ivana Balazevic, David Steiner, Nikhil Parthasarathy, Relja Arandjelovic, Olivier J. Hénaff
Towards In-context Scene Understanding. NeurIPS (2023)
Ivana Balazevic, David Steiner, Nikhil Parthasarathy, Relja Arandjelovic, Olivier J. Hénaff
Towards In-context Scene Understanding. CoRR (2023)
Skanda Koppula, Yazhe Li, Evan Shelhamer, Andrew Jaegle, Nikhil Parthasarathy, Relja Arandjelovic, João Carreira, Olivier J. Hénaff
Where Should I Spend My FLOPS? Efficiency Evaluations of Visual Pre-training Methods. CoRR (2022)
Nikhil Parthasarathy, S. M. Ali Eslami, João Carreira, Olivier J. Hénaff
Self-supervised video pretraining yields strong image representations. CoRR (2022)
Nikhil Parthasarathy, Eero P. Simoncelli
Self-Supervised Learning of a Biologically-Inspired Visual Texture Model. CoRR (2020)
Reuben Feinman, Nikhil Parthasarathy
Robust Nonlinear Component Estimation with Tikhonov Regularization. CoRR (2019)
Nikhil Parthasarathy, Eleanor Batty, William Falcon, Thomas Rutten, Mohit Rajpal, E. J. Chichilnisky, Liam Paninski
Neural Networks for Efficient Bayesian Decoding of Natural Images from Retinal Neurons. NIPS (2017)