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Rahul Ramesh

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

11

Venues

6

Active years

2019–2025

Best venue rank

A*

Where they publish

Papers

11 indexed papers, newest first.

YearVenueTitleAuthors
2025ICCVFrom Linearity to Non-Linearity: How Masked Autoencoders Capture Spatial Correlations.Anthony Bisulco, Rahul Ramesh, Randall Balliestro, Pratik Chaudhari
2025ICMLRepresentation Shattering in Transformers: A Synthetic Study with Knowledge Editing.Kento Nishi, Rahul Ramesh, Maya Okawa, Mikail Khona, Hidenori Tanaka, Ekdeep Singh Lubana
2025MICCAIFederated and Continual Learning of AI Models from Routine Clinical Data Under Privacy Constraints.Varghese Alex Kollerathu, Vineet Vinay Bhombore, Rahul Ramesh, Abhinandan Tejani, Matthias Wolf, Gerardo Hermosillo Valadez
2024ICMLTowards an Understanding of Stepwise Inference in Transformers: A Synthetic Graph Navigation Model.Mikail Khona, Maya Okawa, Jan Hula, Rahul Ramesh, Kento Nishi, Robert P. Dick, Ekdeep Singh Lubana, Hidenori Tanaka
2024ICMLCompositional Capabilities of Autoregressive Transformers: A Study on Synthetic, Interpretable Tasks.Rahul Ramesh, Ekdeep Singh Lubana, Mikail Khona, Robert P. Dick, Hidenori Tanaka
2023ICMLA Picture of the Space of Typical Learnable Tasks.Rahul Ramesh, Jialin Mao, Itay Griniasty, Rubing Yang, Han Kheng Teoh, Mark K. Transtrum, James P. Sethna, Pratik Chaudhari
2023ICMLThe Value of Out-of-Distribution Data.Ashwin De Silva, Rahul Ramesh, Carey E. Priebe, Pratik Chaudhari, Joshua T. Vogelstein
2022ICLRModel Zoo: A Growing Brain That Learns Continually.Rahul Ramesh, Pratik Chaudhari
2022ICMLDeep Reference Priors: What is the best way to pretrain a model?Yansong Gao, Rahul Ramesh, Pratik Chaudhari
2019IJCAISuccessor Options: An Option Discovery Framework for Reinforcement Learning.Rahul Ramesh, Manan Tomar, Balaraman Ravindran
2019IJCNNFigureNet : A Deep Learning model for Question-Answering on Scientific Plots.Revanth Reddy, Rahul Ramesh, Ameet Deshpande, Mitesh M. Khapra