Sourya Basu

27 papers A* 3B 4Journal 17Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
G-RepsNet: A Lightweight Construction of Equivariant Networks for Arbitrary Matrix Groups.
Trans. Mach. Learn. Res.
Sourya Basu, Suhas Lohit, Matthew Brand
2024 J jnl
Efficient Model-Agnostic Multi-Group Equivariant Networks.
Trans. Mach. Learn. Res.
Razan Baltaji, Sourya Basu, Lav R. Varshney
2024 J jnl
G-RepsNet: A Fast and General Construction of Equivariant Networks for Arbitrary Matrix Groups.
CoRR
Sourya Basu, Suhas Lohit, Matthew Brand
2023 A* conf
Efficient Equivariant Transfer Learning from Pretrained Models.
NeurIPS
Sourya Basu, Pulkit Katdare, Prasanna Sattigeri, Vijil Chenthamarakshan, Katherine Driggs-Campbell, Payel Das, Lav R. Varshney
2023 J jnl
Efficient Model-Agnostic Multi-Group Equivariant Networks.
CoRR
Razan Baltaji, Sourya Basu, Lav R. Varshney
2023 A* conf
Equi-Tuning: Group Equivariant Fine-Tuning of Pretrained Models.
AAAI
Sourya Basu, Prasanna Sattigeri, Karthikeyan Natesan Ramamurthy, Vijil Chenthamarakshan, Kush R. Varshney, Lav R. Varshney, Payel Das
2023 J jnl
Equivariant Few-Shot Learning from Pretrained Models.
CoRR
Sourya Basu, Pulkit Katdare, Prasanna Sattigeri, Vijil Chenthamarakshan, Katherine Rose Driggs-Campbell, Payel Das, Lav R. Varshney
2023 J jnl
Transformers are Universal Predictors.
CoRR
Sourya Basu, Moulik Choraria, Lav R. Varshney
2022 J jnl
Equi-Tuning: Group Equivariant Fine-Tuning of Pretrained Models.
CoRR
Sourya Basu, Prasanna Sattigeri, Karthikeyan Natesan Ramamurthy, Vijil Chenthamarakshan, Kush R. Varshney, Lav R. Varshney, Payel Das
2022 J jnl
Equivariant Mesh Attention Networks.
CoRR
Sourya Basu, Jose Gallego-Posada, Francesco Viganò, James Rowbottom, Taco Cohen
2022 J jnl
Equivariant Mesh Attention Networks.
Trans. Mach. Learn. Res.
Sourya Basu, Jose Gallego-Posada, Francesco Viganò, James Rowbottom, Taco Cohen
2022 J jnl
Hypergraph-Based Source Codes for Function Computation Under Maximal Distortion.
IEEE J. Sel. Areas Inf. Theory
Sourya Basu, Daewon Seo, Lav R. Varshney
2022 J jnl
Hypergraph-based Source Codes for Function Computation Under Maximal Distortion.
CoRR
Sourya Basu, Daewon Seo, Lav R. Varshney
2022 J jnl
Universal and Succinct Source Coding of Deep Neural Networks.
IEEE J. Sel. Areas Inf. Theory
Sourya Basu, Lav R. Varshney
2021 J jnl
Group Equivariant Neural Architecture Search via Group Decomposition and Reinforcement Learning.
CoRR
Sourya Basu, Akshayaa Magesh, Harshit Yadav, Lav R. Varshney
2021 A* conf
Mirostat: a Neural Text decoding Algorithm that directly controls perplexity.
ICLR
Sourya Basu, Govardana Sachitanandam Ramachandran, Nitish Shirish Keskar, Lav R. Varshney
2021 B conf
The Twelvefold Way of Non-Sequential Lossless Compression.
DCC
Taha Ameen ur Rahman, Alton S. Barbehenn, Xinan Chen, Hassan Dbouk, James A. Douglas, Yuncong Geng, Ian George, John B. Harvill, Sung Woo Jeon, Kartik K. Kansal, Kiwook Lee, Kelly A. Levick, Bochao Li, Ziyue Li, Yashaswini Murthy, Adarsh Muthuveeru-Subramaniam, S. Yagiz Olmez, Matthew J. Tomei, Tanya Veeravalli, Xuechao Wang, Eric A. Wayman, Fan Wu, Peng Xu, Shen Yan, Heling Zhang, Yibo Zhang, Yifan Zhang, Yibo Zhao, Sourya Basu, Lav R. Varshney
2020 B conf
Functional Epsilon Entropy.
DCC
Sourya Basu, Daewon Seo, Lav R. Varshney
2020 B conf
Hypergraph-based Coding Schemes for Two Source Coding Problems under Maximal Distortion.
ISIT
Sourya Basu, Daewon Seo, Lav R. Varshney
2020 J jnl
Mirostat: A Perplexity-Controlled Neural Text Decoding Algorithm.
CoRR
Sourya Basu, Govardana Sachitanandam Ramachandran, Nitish Shirish Keskar, Lav R. Varshney
2020 J jnl
The Twelvefold Way of Non-Sequential Lossless Compression.
CoRR
Taha Ameen ur Rahman, Alton S. Barbehenn, Xinan Chen, Hassan Dbouk, James A. Douglas, Yuncong Geng, Ian George, John B. Harvill, Sung Woo Jeon, Kartik K. Kansal, Kiwook Lee, Kelly A. Levick, Bochao Li, Ziyue Li, Yashaswini Murthy, Adarsh Muthuveeru-Subramaniam, S. Yagiz Olmez, Matthew J. Tomei, Tanya Veeravalli, Xuechao Wang, Eric A. Wayman, Fan Wu, Peng Xu, Shen Yan, Heling Zhang, Yibo Zhang, Yifan Zhang, Yibo Zhao, Sourya Basu, Lav R. Varshney
2019 J jnl
Functional Epsilon Entropy.
CoRR
Sourya Basu, Daewon Seo, Lav R. Varshney
2019 — conf
Polar Codes for Simultaneous Information and Energy Transmission.
SPAWC
Sourya Basu, Lav R. Varshney
2018 — conf
Single Channel Joint Speech Dereverberation and Denoising Using Deep Priors.
GlobalSIP
Aditya Raikar, Sourya Basu, Rajesh M. Hegde
2018 J jnl
Universal and Succinct Source Coding of Deep Neural Networks.
CoRR
Sourya Basu, Lav R. Varshney
2017 B conf
Universal Source Coding of Deep Neural Networks.
DCC
Sourya Basu, Lav R. Varshney
2016 — conf
Text compression using lexicographic permutation of binary strings.
SPCOM
Sourya Basu, Shivam Chaturvedi, Rajesh M. Hegde