Shideh Rezaeifar

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 25

Top Topics

Information Bottleneck

Exploration Exploitation Tradeoff

Top Venues

Publications

Shideh Rezaeifar, Slava Voloshynovskiy, Meisam Asgari Jirhandeh, Vitaliy Kinakh
Privacy-Preserving Image Template Sharing Using Contrastive Learning. Entropy 24 (5) (2022)
Shideh Rezaeifar, Robert Dadashi, Nino Vieillard, Léonard Hussenot, Olivier Bachem, Olivier Pietquin, Matthieu Geist
Offline Reinforcement Learning as Anti-exploration. AAAI (2022)
Stephan J. Garbin, Marek Kowalski, Virginia Estellers, Stanislaw Szymanowicz, Shideh Rezaeifar, Jingjing Shen, Matthew Johnson, Julien Valentin
VolTeMorph: Realtime, Controllable and Generalisable Animation of Volumetric Representations. CoRR (2022)
Behrooz Razeghi, Shideh Rezaeifar, Sohrab Ferdowsi, Taras Holotyak, Slava Voloshynovskiy
Compressed Data Sharing Based On Information Bottleneck Model. ICASSP (2022)
Robert Dadashi, Shideh Rezaeifar, Nino Vieillard, Léonard Hussenot, Olivier Pietquin, Matthieu Geist
Offline Reinforcement Learning with Pseudometric Learning. CoRR (2021)
Robert Dadashi, Shideh Rezaeifar, Nino Vieillard, Léonard Hussenot, Olivier Pietquin, Matthieu Geist
Offline Reinforcement Learning with Pseudometric Learning. ICML (2021)
Shideh Rezaeifar, Robert Dadashi, Nino Vieillard, Léonard Hussenot, Olivier Bachem, Olivier Pietquin, Matthieu Geist
Offline Reinforcement Learning as Anti-Exploration. CoRR (2021)
Shideh Rezaeifar, Maurits Diephuis, Behrooz Razeghi, Denis Ullmann, Olga Taran, Slava Voloshynovskiy
Distributed Semi-Private Image Classification Based on Information-Bottleneck Principle. EUSIPCO (2020)
Denis Ullmann, Shideh Rezaeifar, Olga Taran, Taras Holotyak, Brandon Panos, Slava Voloshynovskiy
Information Bottleneck Classification in Extremely Distributed Systems. Entropy 22 (11) (2020)
Olga Taran, Shideh Rezaeifar, Taras Holotyak, Slava Voloshynovskiy
Machine learning through cryptographic glasses: combating adversarial attacks by key-based diversified aggregation. EURASIP J. Inf. Secur. 2020 (2020)
Olga Taran, Shideh Rezaeifar, Taras Holotyak, Slava Voloshynovskiy
Defending against adversarial attacks by randomized diversification. CoRR (2019)
Sohrab Ferdowsi, Maurits Diephuis, Shideh Rezaeifar, Slava Voloshynovskiy
ρ-VAE: Autoregressive parametrization of the VAE encoder. CoRR (2019)
Slava Voloshynovskiy, Mouad Kondah, Shideh Rezaeifar, Olga Taran, Taras Holotyak, Danilo Jimenez Rezende
Information bottleneck through variational glasses. CoRR (2019)
Olga Taran, Shideh Rezaeifar, Taras Holotyak, Slava Voloshynovskiy
Defending Against Adversarial Attacks by Randomized Diversification. CVPR (2019)
Olga Taran, Shideh Rezaeifar, Taras Holotyak, Slava Voloshynovskiy
Robustification of Deep Net Classifiers by Key Based Diversified Aggregation with Pre-Filtering. ICIP (2019)
Olga Taran, Shideh Rezaeifar, Taras Holotyak, Slava Voloshynovskiy
Robustification of deep net classifiers by key based diversified aggregation with pre-filtering. CoRR (2019)
Shideh Rezaeifar, Behrooz Razeghi, Olga Taran, Taras Holotyak, Slava Voloshynovskiy
Reconstruction of Privacy-Sensitive Data from Protected Templates. CoRR (2019)
Dimche Kostadinov, Behrooz Razeghi, Shideh Rezaeifar, Slava Voloshynovskiy
Supervised Joint Nonlinear Transform Learning with Discriminative-Ambiguous Prior for Generic Privacy-Preserved Features. CISS (2019)
Shideh Rezaeifar, Behrooz Razeghi, Olga Taran, Taras Holotyak, Slava Voloshynovskiy
Reconstruction of Privacy-Sensitive Data from Protected Templates. ICIP (2019)
Shideh Rezaeifar, Olga Taran, Slava Voloshynovskiy
Classification by Re-generation: Towards Classification Based on Variational Inference. EUSIPCO (2018)
Olga Taran, Shideh Rezaeifar, Slava Voloshynovskiy
Bridging machine learning and cryptography in defence against adversarial attacks. CoRR (2018)
Shideh Rezaeifar, Olga Taran, Slava Voloshynovskiy
Classification by Re-generation: Towards Classification Based on Variational Inference. CoRR (2018)
Olga Taran, Shideh Rezaeifar, Slava Voloshynovskiy
Bridging Machine Learning and Cryptography in Defence Against Adversarial Attacks. ECCV Workshops (2) (2018)
Olga Taran, Shideh Rezaeifar, O. Dabrowski, J. Schlechten, Taras Holotyak, Svyatoslav Voloshynovskiy
PharmaPack: Mobile fine-grained recognition of pharma packages. EUSIPCO (2017)
Mohsen Joneidi, Alireza Zaeemzadeh, Shideh Rezaeifar, Mahdi Abavisani, Nazanin Rahnavard
LFM signal detection and estimation based on sparse representation. CISS (2015)