| Joint source-channel coding over additive noise analog channels using mixture of variational autoencoders YM Saidutta, A Abdi, F Fekri IEEE Journal on Selected Areas in Communications 39 (7), 2000-2013, 2021 | 43 | 2021 |
| Analog compression and communication for federated learning over wireless MAC A Abdi, YM Saidutta, F Fekri 2020 IEEE 21st International Workshop on Signal Processing Advances in …, 2020 | 20 | 2020 |
| VAE for joint source-channel coding of distributed Gaussian sources over AWGN MAC YM Saidutta, A Abdi, F Fekri 2020 IEEE 21st International Workshop on Signal Processing Advances in …, 2020 | 15 | 2020 |
| Joint Source-Channel Coding of Gaussian sources over AWGN channels via Manifold Variational Autoencoders YM Saidutta, A Abdi, F Fekri 57th Annual Allerton Conference on Communication, Control, and Computing, 2019 | 14 | 2019 |
| Joint Source-Channel Coding for Gaussian Sources over AWGN Channels using Variational Autoencoders YM Saidutta, A Abdi, F Fekri IEEE Symposium on Information Theory (ISIT), 2019 | 13 | 2019 |
| M to 1 joint source-channel coding of gaussian sources via dichotomy of the input space based on deep learning YM Saidutta, A Abdi, F Fekri 2019 Data Compression Conference (DCC), 488-497, 2019 | 11 | 2019 |
| CWCL: Cross-Modal Transfer with Continuously Weighted Contrastive Loss RS Srinivasa, J Cho, C Yang, YM Saidutta, CH Lee, Y Shen, H Jin Neural Information Processing Systems (NeurIPS), New Orleans, USA, 2023, 2023 | 9 | 2023 |
| Increasing the learning Capacity of BCI Systems via CNN-HMM models YM Saidutta, J Zou, F Fekri 2018 40th Annual International Conference of the IEEE Engineering in …, 2018 | 9 | 2018 |
| Robust Keyword Spotting for Noisy Environments by Leveraging Speech Enhancement and Speech Presence Probability C Yang, YM Saidutta, RS Srinivasa, CH Lee, Y Shen, H Jin Interspeech 2023, 1638-1642, 2023 | 5 | 2023 |
| Analog joint source-channel coding for distributed functional compression using deep neural networks YM Saidutta, A Abdi, F Fekri 2021 IEEE International Symposium on Information Theory (ISIT), 2429-2434, 2021 | 5 | 2021 |
| End-To-End Personalized Cuff-Less Blood Pressure Monitoring Using ECG and PPG Signals BN Suhas, RS Srinivasa, YM Saidutta, J Cho, CH Lee, C Yang, Y Shen, ... ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | 4 | 2024 |
| Model-Theoretic Logic for Mathematical Theory of Semantic Information and Communication AF Saz, S Xiong, YM Saidutta, F Fekri arXiv preprint arXiv:2401.17556, 2024 | 3 | 2024 |
| Social event planning using hybrid pairwise Markov random fields X Li, YM Saidutta, F Fekri International Journal of Intelligent Systems 36 (11), 6791-6813, 2021 | 3 | 2021 |
| Zero-Shot Intent Classification Using a Semantic Similarity Aware Contrastive Loss and Large Language Model J Cho, RS Srinivasa, CH Lee, YM Saidutta, C Yang, Y Shen, H Jin ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | 2 | 2024 |
| To Wake-Up or Not to Wake-Up: Reducing Keyword False Alarm by Successive Refinement YM Saidutta, RS Srinivasa, CH Lee, C Yang, Y Shen, H Jin ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 2 | 2023 |
| A machine learning framework for distributed functional compression over wireless channels in IoT YM Saidutta, A Abdi, F Fekri arXiv preprint arXiv:2201.09483, 2022 | 2 | 2022 |
| Well path drilling trajectory and control for geosteering RVR Pandya, S Madasu, KP Rangarajan, S Dande, YM Saidutta US Patent 12,104,489, 2024 | 1 | 2024 |
| Leveraging Self-Supervised Speech Representations for Domain Adaptation in Speech Enhancement CH Lee, C Yang, RS Srinivasa, YM Saidutta, J Cho, Y Shen, H Jin ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | 1 | 2024 |
| CIFD: Controlled Information Flow to Enhance Knowledge Distillation YM Saidutta, RS Srinivasa, J Cho, CH Lee, C Yang, Y Shen, H Jin Neural Information Processing Systems (NeurIPS), Vancouver, Canada, 2024, 2024 | | 2024 |
| CROSS-MODAL TRANSFER WITH CONTINUOUSLY WEIGHTED CONTRASTIVE LOSS RS Srinivasa, J Cho, C Yang, YM Saidutta, C Lee, Y Shen, H Jin US Patent App. 18/434,691, 2024 | | 2024 |
Faramarz FekriGeorgia TechVerified email at ece.gatech.edu
