Sourya Basu

According to our database, Sourya Basu authored at least 18 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

G-RepsNet: A Fast and General Construction of Equivariant Networks for Arbitrary Matrix Groups.

Sourya Basu, Suhas Lohit, Matthew Brand

CoRR, 2024

2023

Efficient Model-Agnostic Multi-Group Equivariant Networks.

Razan Baltaji, Sourya Basu, Lav R. Varshney

CoRR, 2023

Transformers are Universal Predictors.

Sourya Basu, Moulik Choraria, Lav R. Varshney

CoRR, 2023

Equivariant Few-Shot Learning from Pretrained Models.

Sourya Basu, Pulkit Katdare, Prasanna Sattigeri, Vijil Chenthamarakshan, Katherine Rose Driggs-Campbell, Payel Das, Lav R. Varshney

CoRR, 2023

Efficient Equivariant Transfer Learning from Pretrained Models.

Sourya Basu, Pulkit Katdare, Prasanna Sattigeri, Vijil Chenthamarakshan, Katherine Driggs Campbell, Payel Das, Lav R. Varshney

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 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

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Universal and Succinct Source Coding of Deep Neural Networks.

Sourya Basu, Lav R. Varshney

IEEE J. Sel. Areas Inf. Theory, December, 2022

Hypergraph-Based Source Codes for Function Computation Under Maximal Distortion.

Sourya Basu, Daewon Seo, Lav R. Varshney

IEEE J. Sel. Areas Inf. Theory, December, 2022

Equivariant Mesh Attention Networks.

Sourya Basu, Jose Gallego-Posada, Francesco Viganò, James Rowbottom, Taco Cohen

Trans. Mach. Learn. Res., 2022

2021

Group Equivariant Neural Architecture Search via Group Decomposition and Reinforcement Learning.

Sourya Basu, Akshayaa Magesh, Harshit Yadav, Lav R. Varshney

CoRR, 2021

Mirostat: a Neural Text decoding Algorithm that directly controls perplexity.

Sourya Basu, Govardana Sachitanandam Ramachandran, Nitish Shirish Keskar, Lav R. Varshney

Proceedings of the 9th International Conference on Learning Representations, 2021

The Twelvefold Way of Non-Sequential Lossless Compression.

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

Proceedings of the 31st Data Compression Conference, 2021

2020

Mirostat: A Perplexity-Controlled Neural Text Decoding Algorithm.

Sourya Basu, Govardana Sachitanandam Ramachandran, Nitish Shirish Keskar, Lav R. Varshney

CoRR, 2020

Hypergraph-based Coding Schemes for Two Source Coding Problems under Maximal Distortion.

Sourya Basu, Daewon Seo, Lav R. Varshney

Proceedings of the IEEE International Symposium on Information Theory, 2020

Functional Epsilon Entropy.

Sourya Basu, Daewon Seo, Lav R. Varshney

Proceedings of the Data Compression Conference, 2020

2019

Polar Codes for Simultaneous Information and Energy Transmission.

Sourya Basu, Lav R. Varshney

Proceedings of the 20th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2019

2018

Single Channel Joint Speech Dereverberation and Denoising Using Deep Priors.

Aditya Raikar, Sourya Basu, Rajesh M. Hegde

Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018

2017

Universal Source Coding of Deep Neural Networks.

Sourya Basu, Lav R. Varshney

Proceedings of the 2017 Data Compression Conference, 2017