Personalized federated learning using hypernetworks A Shamsian, A Navon, E Fetaya, G Chechik International Conference on Machine Learning, 9489-9502, 2021 | 354 | 2021 |
Learning the pareto front with hypernetworks A Navon, A Shamsian, G Chechik, E Fetaya arXiv preprint arXiv:2010.04104, 2020 | 140 | 2020 |
Multi-task learning as a bargaining game A Navon, A Shamsian, I Achituve, H Maron, K Kawaguchi, G Chechik, ... arXiv preprint arXiv:2202.01017, 2022 | 123 | 2022 |
Personalized federated learning with gaussian processes I Achituve, A Shamsian, A Navon, G Chechik, E Fetaya Advances in Neural Information Processing Systems 34, 8392-8406, 2021 | 113 | 2021 |
Equivariant architectures for learning in deep weight spaces A Navon, A Shamsian, I Achituve, E Fetaya, G Chechik, H Maron International Conference on Machine Learning, 25790-25816, 2023 | 53 | 2023 |
COMPOSER: Compositional Reasoning of Group Activity in Videos with Keypoint-Only Modality H Zhou, A Kadav, A Shamsian, S Geng, F Lai, L Zhao, T Liu, M Kapadia, ... European Conference on Computer Vision, 249-266, 2022 | 43 | 2022 |
Learning object permanence from video A Shamsian, O Kleinfeld, A Globerson, G Chechik Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020 | 36 | 2020 |
A real-time remote surveillance system for fruit flies of economic importance: sensitivity and image analysis Y Diller, A Shamsian, B Shaked, Y Altman, BC Danziger, A Manrakhan, ... Journal of Pest Science 96 (2), 611-622, 2023 | 26 | 2023 |
Equivariant deep weight space alignment A Navon, A Shamsian, E Fetaya, G Chechik, N Dym, H Maron arXiv preprint arXiv:2310.13397, 2023 | 11 | 2023 |
Auxiliary learning as an asymmetric bargaining game A Shamsian, A Navon, N Glazer, K Kawaguchi, G Chechik, E Fetaya International Conference on Machine Learning, 30689-30705, 2023 | 9 | 2023 |
Open-Vocabulary Keyword-Spotting with Adaptive Instance Normalization A Navon, A Shamsian, N Glazer, G Hetz, J Keshet ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | 8 | 2024 |
Improved generalization of weight space networks via augmentations A Shamsian, A Navon, DW Zhang, Y Zhang, E Fetaya, G Chechik, ... arXiv preprint arXiv:2402.04081, 2024 | 6 | 2024 |
LipVoicer: Generating Speech from Silent Videos Guided by Lip Reading Y Yemini, A Shamsian, L Bracha, S Gannot, E Fetaya arXiv preprint arXiv:2306.03258, 2023 | 5 | 2023 |
Disclip: Open-vocabulary referring expression generation L Bracha, E Shaar, A Shamsian, E Fetaya, G Chechik arXiv preprint arXiv:2305.19108, 2023 | 5 | 2023 |
FedSelect: Personalized Federated Learning with Customized Selection of Parameters for Fine-Tuning R Tamirisa, C Xie, W Bao, A Zhou, R Arel, A Shamsian Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024 | 2 | 2024 |
Data Augmentations in Deep Weight Spaces A Shamsian, DW Zhang, A Navon, Y Zhang, M Kofinas, I Achituve, ... arXiv preprint arXiv:2311.08851, 2023 | 2 | 2023 |
Combining Language Models For Specialized Domains: A Colorful Approach D Eitan, M Pirchi, N Glazer, S Meital, G Ayach, G Krendel, A Shamsian, ... arXiv preprint arXiv:2310.19708, 2023 | 2 | 2023 |
Keyword-Guided Adaptation of Automatic Speech Recognition A Shamsian, A Navon, N Glazer, G Hetz, J Keshet arXiv preprint arXiv:2406.02649, 2024 | 1 | 2024 |
Whisper in Medusa's Ear: Multi-head Efficient Decoding for Transformer-based ASR Y Segal-Feldman, A Shamsian, A Navon, G Hetz, J Keshet arXiv preprint arXiv:2409.15869, 2024 | | 2024 |
WhisperNER: Unified Open Named Entity and Speech Recognition G Ayache, M Pirchi, A Navon, A Shamsian, G Hetz, J Keshet arXiv preprint arXiv:2409.08107, 2024 | | 2024 |