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2020 – today
- 2024
[i12]Sourya Basu, Suhas Lohit, Matthew Brand:
G-RepsNet: A Fast and General Construction of Equivariant Networks for Arbitrary Matrix Groups. CoRR abs/2402.15413 (2024)- 2023
- [c10]Sourya Basu, Prasanna Sattigeri, Karthikeyan Natesan Ramamurthy, Vijil Chenthamarakshan, Kush R. Varshney, Lav R. Varshney, Payel Das:
Equi-Tuning: Group Equivariant Fine-Tuning of Pretrained Models. AAAI 2023: 6788-6796 - [c9]Sourya Basu, Pulkit Katdare, Prasanna Sattigeri, Vijil Chenthamarakshan, Katherine Driggs Campbell, Payel Das, Lav R. Varshney:
Efficient Equivariant Transfer Learning from Pretrained Models. NeurIPS 2023 - [i11]Sourya Basu, Pulkit Katdare, Prasanna Sattigeri, Vijil Chenthamarakshan, Katherine Rose Driggs-Campbell, Payel Das, Lav R. Varshney:
Equivariant Few-Shot Learning from Pretrained Models. CoRR abs/2305.09900 (2023) - [i10]Sourya Basu, Moulik Choraria, Lav R. Varshney:
Transformers are Universal Predictors. CoRR abs/2307.07843 (2023) - [i9]Razan Baltaji, Sourya Basu, Lav R. Varshney:
Efficient Model-Agnostic Multi-Group Equivariant Networks. CoRR abs/2310.09675 (2023) - 2022
- [j3]Sourya Basu
, Lav R. Varshney:
Universal and Succinct Source Coding of Deep Neural Networks. IEEE J. Sel. Areas Inf. Theory 3(4): 732-745 (2022) - [j2]Sourya Basu, Daewon Seo, Lav R. Varshney:
Hypergraph-Based Source Codes for Function Computation Under Maximal Distortion. IEEE J. Sel. Areas Inf. Theory 3(4): 824-838 (2022) - [j1]Sourya Basu, Jose Gallego-Posada, Francesco Viganò, James Rowbottom, Taco Cohen:
Equivariant Mesh Attention Networks. Trans. Mach. Learn. Res. 2022 (2022) - [i8]Sourya Basu, Daewon Seo, Lav R. Varshney:
Hypergraph-based Source Codes for Function Computation Under Maximal Distortion. CoRR abs/2204.02586 (2022) - [i7]Sourya Basu, Jose Gallego-Posada, Francesco Viganò, James Rowbottom, Taco Cohen:
Equivariant Mesh Attention Networks. CoRR abs/2205.10662 (2022) - [i6]Sourya Basu, Prasanna Sattigeri, Karthikeyan Natesan Ramamurthy, Vijil Chenthamarakshan, Kush R. Varshney, Lav R. Varshney, Payel Das:
Equi-Tuning: Group Equivariant Fine-Tuning of Pretrained Models. CoRR abs/2210.06475 (2022) - 2021
- [c8]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:
The Twelvefold Way of Non-Sequential Lossless Compression. DCC 2021: 336 - [c7]Sourya Basu, Govardana Sachitanandam Ramachandran, Nitish Shirish Keskar, Lav R. Varshney:
Mirostat: a Neural Text decoding Algorithm that directly controls perplexity. ICLR 2021 - [i5]Sourya Basu, Akshayaa Magesh, Harshit Yadav, Lav R. Varshney:
Group Equivariant Neural Architecture Search via Group Decomposition and Reinforcement Learning. CoRR abs/2104.04848 (2021) - 2020
- [c6]Sourya Basu, Daewon Seo, Lav R. Varshney:
Functional Epsilon Entropy. DCC 2020: 332-341 - [c5]Sourya Basu, Daewon Seo, Lav R. Varshney:
Hypergraph-based Coding Schemes for Two Source Coding Problems under Maximal Distortion. ISIT 2020: 2426-2431 - [i4]Sourya Basu, Govardana Sachitanandam Ramachandran, Nitish Shirish Keskar, Lav R. Varshney:
Mirostat: A Perplexity-Controlled Neural Text Decoding Algorithm. CoRR abs/2007.14966 (2020) - [i3]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:
The Twelvefold Way of Non-Sequential Lossless Compression. CoRR abs/2011.04069 (2020)
2010 – 2019
- 2019
- [c4]Sourya Basu, Lav R. Varshney:
Polar Codes for Simultaneous Information and Energy Transmission. SPAWC 2019: 1-5 - [i2]Sourya Basu, Daewon Seo, Lav R. Varshney:
Functional Epsilon Entropy. CoRR abs/1910.08276 (2019) - 2018
- [c3]Aditya Raikar, Sourya Basu, Rajesh M. Hegde:
Single Channel Joint Speech Dereverberation and Denoising Using Deep Priors. GlobalSIP 2018: 216-220 - [i1]Sourya Basu, Lav R. Varshney:
Universal and Succinct Source Coding of Deep Neural Networks. CoRR abs/1804.02800 (2018) - 2017
- [c2]Sourya Basu, Lav R. Varshney:
Universal Source Coding of Deep Neural Networks. DCC 2017: 310-319 - 2016
- [c1]Sourya Basu, Shivam Chaturvedi, Rajesh M. Hegde:
Text compression using lexicographic permutation of binary strings. SPCOM 2016: 1-5
Coauthor Index
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last updated on 2024-11-22 20:40 CET by the dblp team
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