Privacy-Preserving Image Template Sharing Using Contrastive Learning
Rezaeifar, Shideh, Voloshynovskiy, Slava, Asgari Jirhandeh, Meisam, Kinakh, Vitality
Published in Entropy (Basel, Switzerland) (03.05.2022)
Published in Entropy (Basel, Switzerland) (03.05.2022)
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Journal Article
Information Bottleneck Classification in Extremely Distributed Systems
Ullmann, Denis, Rezaeifar, Shideh, Taran, Olga, Holotyak, Taras, Panos, Brandon, Voloshynovskiy, Slava
Published in Entropy (Basel, Switzerland) (30.10.2020)
Published in Entropy (Basel, Switzerland) (30.10.2020)
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Journal Article
Defending Against Adversarial Attacks by Randomized Diversification
Taran, Olga, Rezaeifar, Shideh, Holotyak, Taras, Voloshynovskiy, Slava
Published in 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2019)
Published in 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2019)
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Conference Proceeding
VolTeMorph: Real‐time, Controllable and Generalizable Animation of Volumetric Representations
Garbin, Stephan J., Kowalski, Marek, Estellers, Virginia, Szymanowicz, Stanislaw, Rezaeifar, Shideh, Shen, Jingjing, Johnson, Matthew A., Valentin, Julien
Published in Computer graphics forum (29.05.2024)
Published in Computer graphics forum (29.05.2024)
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Journal Article
Compressed Data Sharing Based On Information Bottleneck Model
Razeghi, Behrooz, Rezaeifar, Shideh, Ferdowsi, Sohrab, Holotyak, Taras, Voloshynovskiy, Slava
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)
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Conference Proceeding
Classification by Re-generation: Towards Classification Based on Variational Inference
Rezaeifar, Shideh, Taran, Olga, Voloshynovskiy, Slava
Published in 2018 26th European Signal Processing Conference (EUSIPCO) (01.09.2018)
Published in 2018 26th European Signal Processing Conference (EUSIPCO) (01.09.2018)
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Conference Proceeding
VolTeMorph: Realtime, Controllable and Generalisable Animation of Volumetric Representations
Garbin, Stephan J, Kowalski, Marek, Estellers, Virginia, Szymanowicz, Stanislaw, Rezaeifar, Shideh, Shen, Jingjing, Johnson, Matthew, Valentin, Julien
Published in arXiv.org (01.08.2022)
Published in arXiv.org (01.08.2022)
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Paper
Journal Article
Offline Reinforcement Learning as Anti-Exploration
Rezaeifar, Shideh, Dadashi, Robert, Vieillard, Nino, Léonard Hussenot, Bachem, Olivier, Pietquin, Olivier, Geist, Matthieu
Published in arXiv.org (11.06.2021)
Published in arXiv.org (11.06.2021)
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Paper
Journal Article
Offline Reinforcement Learning with Pseudometric Learning
Dadashi, Robert, Rezaeifar, Shideh, Vieillard, Nino, Léonard Hussenot, Pietquin, Olivier, Geist, Matthieu
Published in arXiv.org (02.06.2021)
Published in arXiv.org (02.06.2021)
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Paper
Journal Article
rho$-VAE: Autoregressive parametrization of the VAE encoder
Ferdowsi, Sohrab, Diephuis, Maurits, Rezaeifar, Shideh, Voloshynovskiy, Slava
Year of Publication 13.09.2019
Year of Publication 13.09.2019
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Journal Article
Supervised Joint Nonlinear Transform Learning with Discriminative-Ambiguous Prior for Generic Privacy-Preserved Features
Kostadinov, Dimche, Razeghi, Behrooz, Rezaeifar, Shideh, Voloshynovskiy, Slava
Published in 2019 53rd Annual Conference on Information Sciences and Systems (CISS) (01.03.2019)
Published in 2019 53rd Annual Conference on Information Sciences and Systems (CISS) (01.03.2019)
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Conference Proceeding
Robustification of deep net classifiers by key based diversified aggregation with pre-filtering
Taran, Olga, Rezaeifar, Shideh, Holotyak, Taras, Voloshynovskiy, Slava
Published in arXiv.org (14.05.2019)
Published in arXiv.org (14.05.2019)
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Paper
Journal Article
Distributed Semi-Private Image Classification Based on Information-Bottleneck Principle
Rezaeifar, Shideh, Diephuis, Maurits, Razeghi, Behrooz, Ullmann, Denis, Taran, Olga, Voloshynovskiy, Slava
Published in 2020 28th European Signal Processing Conference (EUSIPCO) (24.01.2021)
Published in 2020 28th European Signal Processing Conference (EUSIPCO) (24.01.2021)
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Conference Proceeding
Defending against adversarial attacks by randomized diversification
Taran, Olga, Rezaeifar, Shideh, Holotyak, Taras, Voloshynovskiy, Slava
Year of Publication 01.04.2019
Year of Publication 01.04.2019
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Journal Article
LFM signal detection and estimation based on sparse representation
Joneidi, Mohsen, Zaeemzadeh, Alireza, Rezaeifar, Shideh, Abavisani, Mahdi, Rahnavard, Nazanin
Published in 2015 49th Annual Conference on Information Sciences and Systems (CISS) (01.03.2015)
Published in 2015 49th Annual Conference on Information Sciences and Systems (CISS) (01.03.2015)
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Conference Proceeding
Information bottleneck through variational glasses
Voloshynovskiy, Slava, Kondah, Mouad, Rezaeifar, Shideh, Taran, Olga, Holotyak, Taras, Danilo Jimenez Rezende
Published in arXiv.org (05.12.2019)
Published in arXiv.org (05.12.2019)
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Journal Article