Deep spectrum cartography: Completing radio map tensors using learned neural models S Shrestha, X Fu, M Hong IEEE Transactions on Signal Processing 70, 1170-1184, 2022 | 65 | 2022 |
Optimal solutions for joint beamforming and antenna selection: From branch and bound to graph neural imitation learning S Shrestha, X Fu, M Hong IEEE Transactions on Signal Processing 71, 831-846, 2023 | 19* | 2023 |
Deep generative model learning for blind spectrum cartography with NMF-based radio map disaggregation S Shrestha, X Fu, M Hong ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 16 | 2021 |
Quantized radio map estimation using tensor and deep generative models S Timilsina, S Shrestha, X Fu IEEE Transactions on Signal Processing 72, 173-189, 2023 | 14 | 2023 |
Towards efficient and optimal joint beamforming and antenna selection: A machine learning approach S Shrestha, X Fu, M Hong ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 5 | 2023 |
Towards Identifiable Unsupervised Domain Translation: A Diversified Distribution Matching Approach S Shrestha, X Fu International Conference on Learning Representations (ICLR), 2024, 2024 | 3 | 2024 |
Deep spectrum cartography using quantized measurements S Timilsina, S Shrestha, X Fu ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 3 | 2023 |
Communication-efficient federated linear and deep generalized canonical correlation analysis S Shrestha, X Fu IEEE Transactions on Signal Processing 71, 1379-1394, 2023 | 3* | 2023 |
Large Vocabulary Continuous Speech Recognition for Nepali Language E Baral, S Shrestha International Journal of Signal Processing Systems 8 (4), 68-73, 2020 | 2 | 2020 |
Autonomous navigation of a mobile robot in indoor environments B Paneru, N Basnet, S Shrestha, R Giri, DB Kshatri, P Campus Zerone Scholar 1 (1), 3-8, 2016 | 2 | 2016 |
Identifiable Shared Component Analysis of Unpaired Multimodal Mixtures S Timilsina, S Shrestha, X Fu Neural Information Processing Systems (NeurIPS), 2024 38, 2024 | 1 | 2024 |
Communication-efficient distributed MAX-VAR generalized CCA via error feedback-assisted quantization S Shrestha, X Fu ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 1 | 2022 |
Content-Style Learning from Unaligned Domains: Identifiability under Unknown Latent Dimensions S Shrestha, X Fu arXiv preprint arXiv:2411.03755, 2024 | | 2024 |
Translation Identifiability-Guided Unsupervised Cross-Platform Super-Resolution for OCT Images J Song, S Shrestha, X Li, Y Gan, X Fu 2024 IEEE 13rd Sensor Array and Multichannel Signal Processing Workshop (SAM …, 2024 | | 2024 |