Basu, Sourya

8 publications

TMLR 2025 G-RepsNet: A Lightweight Construction of Equivariant Networks for Arbitrary Matrix Groups Sourya Basu, Suhas Lohit, Matthew Brand

TMLR 2024 Efficient Model-Agnostic Multi-Group Equivariant Networks Razan Baltaji, Sourya Basu, Lav R. Varshney

NeurIPS 2023 Efficient Equivariant Transfer Learning from Pretrained Models Sourya Basu, Pulkit Katdare, Prasanna Sattigeri, Vijil Chenthamarakshan, Katherine Driggs-Campbell, Payel Das, Lav R. Varshney

AAAI 2023 Equi-Tuning: Group Equivariant Fine-Tuning of Pretrained Models Sourya Basu, Prasanna Sattigeri, Karthikeyan Natesan Ramamurthy, Vijil Chenthamarakshan, Kush R. Varshney, Lav R. Varshney, Payel Das

ICMLW 2023 Transformers Are Universal Predictors Sourya Basu, Moulik Choraria, Lav R. Varshney

TMLR 2022 Equivariant Mesh Attention Networks Sourya Basu, Jose Gallego-Posada, Francesco Viganò, James Rowbottom, Taco Cohen

ICLRW 2022 Gauge Equivariant Deep Q-Learning on Discrete Manifolds Sourya Basu, Pulkit Katdare, Katherine Rose Driggs-Campbell, Lav R. Varshney

ICLR 2021 Mirostat: A Neural Text Decoding Algorithm That Directly Controls Perplexity Sourya Basu, Govardana Sachitanandam Ramachandran, Nitish Shirish Keskar, Lav R. Varshney