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Sourya Basu
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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
46*2021
Universal source coding of deep neural networks
S Basu, LR Varshney
2017 Data Compression Conference (DCC), 310-319, 2017
132017
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
122023
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
92019
Equivariant Mesh Attention Networks
S Basu, J Gallego-Posada, F Viganò, J Rowbottom, T Cohen
Transactions on Machine Learning Research (TMLR) 2022, 2022
72022
Functional epsilon entropy
S Basu, D Seo, LR Varshney
2020 Data Compression Conference (DCC), 332-341, 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
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
62020
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
5*2023
Hypergraph-based source codes for function computation under maximal distortion
S Basu, D Seo, LR Varshney
IEEE Journal on Selected Areas in Information Theory, 2022
32022
Universal and succinct source coding of deep neural networks
S Basu, LR Varshney
arXiv preprint arXiv:1804.02800, 2018
32018
Transformers are Universal Predictors
S Basu, M Choraria, LR Varshney
ICML Neural Compression Workshop, 2023
22023
Polar codes for simultaneous information and energy transmission
S Basu, LR Varshney
2019 IEEE 20th International Workshop on Signal Processing Advances in …, 2019
22019
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
Text compression using lexicographic permutation of binary strings
S Basu, S Chaturvedi, RM Hegde
2016 International Conference on Signal Processing and Communications (SPCOM …, 2016
12016
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
GRepsNet: A Simple Equivariant Network for Arbitrary Matrix Groups
S Basu, S Lohit, M Brand
2023
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Articles 1–20