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Sourya Basu
Sourya Basu
Graduate Student, ECE Department, University of Illinois at Urbana-Champaign
在 illinois.edu 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
Mirostat: A neural text decoding algorithm that directly controls perplexity
S Basu, GS Ramachandran, NS Keskar, LR Varshney
International Conference on Learning Representations (ICLR), 2021, 2021
51*2021
Equi-Tuning: Group Equivariant Fine-Tuning of Pretrained Models
S Basu, P Sattigeri, KN Ramamurthy, V Chenthamarakshan, KR Varshney, ...
Proceedings of the AAAI Conference on Artificial Intelligence 37 (6), 6788-6796, 2023
182023
Universal source coding of deep neural networks
S Basu, LR Varshney
2017 Data Compression Conference (DCC), 310-319, 2017
142017
Deep-sound field analysis for upscaling ambisonic signals
G Routray, S Basu, P Baldev, RM Hegde
EAA Spatial Audio Signal Processing Symposium, 1-6, 2019
102019
Equivariant Mesh Attention Networks
S Basu, J Gallego-Posada, F Viganò, J Rowbottom, T Cohen
Transactions on Machine Learning Research (TMLR) 2022, 2022
92022
Efficient Equivariant Transfer Learning from Pretrained Models
S Basu, P Katdare, P Sattigeri, V Chenthamarakshan, K Driggs-Campbell, ...
Advances in Neural Information Processing systems, 2023
7*2023
Hypergraph-based coding schemes for two source coding problems under maximal distortion
S Basu, D Seo, LR Varshney
2020 IEEE International Symposium on Information Theory (ISIT), 2426-2431, 2020
72020
Single Channel Joint Speech Dereverberation and Denoising using Deep Priors
A Raikar, S Basu, RM Hegde
2018 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2018
72018
Autoequivariant network search via group decomposition
S Basu, A Magesh, H Yadav, LR Varshney
arXiv preprint arXiv:2104.04848, 2021
62021
Functional epsilon entropy
S Basu, D Seo, LR Varshney
2020 Data Compression Conference (DCC), 332-341, 2020
52020
Universal and succinct source coding of deep neural networks
S Basu, LR Varshney
arXiv preprint arXiv:1804.02800, 2018
4*2018
Polar codes for simultaneous information and energy transmission
S Basu, LR Varshney
2019 IEEE 20th International Workshop on Signal Processing Advances in …, 2019
32019
Text compression using lexicographic permutation of binary strings
S Basu, S Chaturvedi, RM Hegde
2016 International Conference on Signal Processing and Communications (SPCOM …, 2016
32016
Hypergraph-based source codes for function computation under maximal distortion
S Basu, D Seo, LR Varshney
IEEE Journal on Selected Areas in Information Theory 3 (4), 824-838, 2022
22022
Transformers are Universal Predictors
S Basu, M Choraria, LR Varshney
ICML Neural Compression Workshop, 2023
12023
Gauge Equivariant Deep Q-Learning on Discrete Manifolds
S Basu, P Katdare, KR Driggs-Campbell, LR Varshney
ICLR 2022 Workshop on Geometrical and Topological Representation Learning, 2022
12022
Multi-channel joint dereverberation and denoising using deep priors
A Raikar, S Basu, L Pandey, R Hegde
2018 15th IEEE India Council International Conference (INDICON), 1-6, 2018
12018
G-RepsNet: A Fast and General Construction of Equivariant Networks for Arbitrary Matrix Groups
S Basu, S Lohit, M Brand
arXiv preprint arXiv:2402.15413, 2024
2024
Efficient Model-Agnostic Multi-Group Equivariant Networks
R Baltaji, S Basu, LR Varshney
arXiv preprint arXiv:2310.09675, 2023
2023
The Twelvefold Way of Non-Sequential Lossless Compression
TA ur Rahman, AS Barbehenn, X Chen, H Dbouk, JA Douglas, Y Geng, ...
2021 Data Compression Conference (DCC), 336-336, 2021
2021
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