| Offline reinforcement learning as anti-exploration S Rezaeifar, R Dadashi, N Vieillard, L Hussenot, O Bachem, O Pietquin, ... Proceedings of the AAAI Conference on Artificial Intelligence 36 (7), 8106-8114, 2022 | 56 | 2022 |
| Defending against adversarial attacks by randomized diversification O Taran, S Rezaeifar, T Holotyak, S Voloshynovskiy Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019 | 49 | 2019 |
| Information bottleneck through variational glasses S Voloshynovskiy, M Kondah, S Rezaeifar, O Taran, T Holotyak, ... arXiv preprint arXiv:1912.00830, 2019 | 42 | 2019 |
| Offline reinforcement learning with pseudometric learning R Dadashi, S Rezaeifar, N Vieillard, L Hussenot, O Pietquin, M Geist International Conference on Machine Learning, 2307-2318, 2021 | 40 | 2021 |
| VolTeMorph: Real‐time, Controllable and Generalizable Animation of Volumetric Representations SJ Garbin, M Kowalski, V Estellers, S Szymanowicz, S Rezaeifar, J Shen, ... Computer Graphics Forum 43 (6), e15117, 2024 | 37 | 2024 |
| Bridging machine learning and cryptography in defence against adversarial attacks O Taran, S Rezaeifar, S Voloshynovskiy Proceedings of the European Conference on Computer Vision (ECCV) Workshops, 0-0, 2018 | 37 | 2018 |
| LFM signal detection and estimation based on sparse representation M Joneidi, A Zaeemzadeh, S Rezaeifar, M Abavisani, N Rahnavard 2015 49th Annual Conference on Information Sciences and Systems (CISS), 1-5, 2015 | 27 | 2015 |
| Partial mutual information based algorithm for input variable selection for time series forecasting A Darudi, S Rezaeifar, MHJD Bayaz 2013 13th international conference on environment and electrical engineering …, 2013 | 21 | 2013 |
| Machine learning through cryptographic glasses: combating adversarial attacks by key-based diversified aggregation O Taran, S Rezaeifar, T Holotyak, S Voloshynovskiy EURASIP journal on information security 2020, 1-18, 2020 | 19 | 2020 |
| A robust sparse representation based face recognition system for smartphones M Abavisani, M Joneidi, S Rezaeifar, SB Shokouhi 2015 IEEE Signal Processing in Medicine and Biology Symposium (SPMB), 1-6, 2015 | 12 | 2015 |
| PharmaPack: mobile fine-grained recognition of pharma packages SV O. Taran, S. Rezaeifar, O. Dabrowski, J. Schlechten, T. Holotyak Proc. European Signal Processing Conference (EUSIPCO), 2017 | 11 | 2017 |
| Reconstruction of privacy-sensitive data from protected templates S Rezaeifar, B Razeghi, O Taran, T Holotyak, S Voloshynovskiy 2019 IEEE International Conference on Image Processing (ICIP), 1163-1167, 2019 | 7 | 2019 |
| Privacy-preserving image template sharing using contrastive learning S Rezaeifar, S Voloshynovskiy, M Asgari Jirhandeh, V Kinakh Entropy 24 (5), 643, 2022 | 6 | 2022 |
| Information bottleneck classification in extremely distributed systems D Ullmann, S Rezaeifar, O Taran, T Holotyak, B Panos, S Voloshynovskiy Entropy 22 (11), 1237, 2020 | 6 | 2020 |
| -VAE: Autoregressive parametrization of the VAE encoder S Ferdowsi, M Diephuis, S Rezaeifar, S Voloshynovskiy arXiv preprint arXiv:1909.06236, 2019 | 5 | 2019 |
| Classification by Re-generation:Towards Classification Based on Variational Inference S Rezaeifar, O Taran, S Voloshynovskiy Proc. European Signal Processing Conference, EUSIPCO 2018, 2018 | 5 | 2018 |
| Compressed data sharing based on information bottleneck model B Razeghi, S Rezaeifar, S Ferdowsi, T Holotyak, S Voloshynovskiy ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 4 | 2022 |
| Supervised Joint Nonlinear Transform Learning with Discriminative-Ambiguous Prior for Generic Privacy-Preserved Features D Kostadinov, B Razeghi, S Rezaeifar, S Voloshynovskiy | 2 | 2019 |
| Computing images of controllable dynamic scenes JPC Valentin, VE Casas, S Rezaeifar, J Shen, SK Szymanowicz, ... US Patent App. 17/933,453, 2024 | 1 | 2024 |
| Distributed semi-private image classification based on information-bottleneck principle S Rezaeifar, M Diephuis, B Razeghi, D Ullmann, O Taran, ... 2020 28th European Signal Processing Conference (EUSIPCO), 755-759, 2021 | 1 | 2021 |
Svyatoslav (Slava) VoloshynovskiyProfessor of Computer Science, University of Geneva, SwitzerlandVerified email at unige.ch
