Shideh Rezaeifar

According to our database, Shideh Rezaeifar authored at least 19 papers between 2015 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Variational methods in privacy protection and offline reinforcement learning.

Shideh Rezaeifar

PhD thesis, 2022

Privacy-Preserving Image Template Sharing Using Contrastive Learning.

Shideh Rezaeifar, Slava Voloshynovskiy, Meisam Asgari Jirhandeh, Vitaliy Kinakh

Entropy, 2022

VolTeMorph: Realtime, Controllable and Generalisable Animation of Volumetric Representations.

Stephan J. Garbin, Marek Kowalski, Virginia Estellers, Stanislaw Szymanowicz, Shideh Rezaeifar, Jingjing Shen, Matthew Johnson, Julien Valentin

CoRR, 2022

Compressed Data Sharing Based On Information Bottleneck Model.

Behrooz Razeghi, Shideh Rezaeifar, Sohrab Ferdowsi, Taras Holotyak, Slava Voloshynovskiy

Proceedings of the IEEE International Conference on Acoustics, 2022

Offline Reinforcement Learning as Anti-exploration.

Shideh Rezaeifar, Robert Dadashi, Nino Vieillard, Léonard Hussenot, Olivier Bachem, Olivier Pietquin, Matthieu Geist

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Offline Reinforcement Learning with Pseudometric Learning.

Robert Dadashi, Shideh Rezaeifar, Nino Vieillard, Léonard Hussenot, Olivier Pietquin, Matthieu Geist

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

Information Bottleneck Classification in Extremely Distributed Systems.

Denis Ullmann, Shideh Rezaeifar, Olga Taran, Taras Holotyak, Brandon Panos, Slava Voloshynovskiy

Entropy, 2020

Machine learning through cryptographic glasses: combating adversarial attacks by key-based diversified aggregation.

Olga Taran, Shideh Rezaeifar, Taras Holotyak, Slava Voloshynovskiy

EURASIP J. Inf. Secur., 2020

Distributed Semi-Private Image Classification Based on Information-Bottleneck Principle.

Shideh Rezaeifar, Maurits Diephuis, Behrooz Razeghi, Denis Ullmann, Olga Taran, Slava Voloshynovskiy

Proceedings of the 28th European Signal Processing Conference, 2020

2019

Information bottleneck through variational glasses.

Slava Voloshynovskiy, Mouad Kondah, Shideh Rezaeifar, Olga Taran, Taras Holotyak, Danilo Jimenez Rezende

CoRR, 2019

ρ-VAE: Autoregressive parametrization of the VAE encoder.

Sohrab Ferdowsi, Maurits Diephuis, Shideh Rezaeifar, Slava Voloshynovskiy

CoRR, 2019

Robustification of Deep Net Classifiers by Key Based Diversified Aggregation with Pre-Filtering.

Olga Taran, Shideh Rezaeifar, Taras Holotyak, Slava Voloshynovskiy

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Reconstruction of Privacy-Sensitive Data from Protected Templates.

Shideh Rezaeifar, Behrooz Razeghi, Olga Taran, Taras Holotyak, Slava Voloshynovskiy

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Defending Against Adversarial Attacks by Randomized Diversification.

Olga Taran, Shideh Rezaeifar, Taras Holotyak, Slava Voloshynovskiy

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Supervised Joint Nonlinear Transform Learning with Discriminative-Ambiguous Prior for Generic Privacy-Preserved Features.

Dimche Kostadinov, Behrooz Razeghi, Shideh Rezaeifar, Slava Voloshynovskiy

Proceedings of the 53rd Annual Conference on Information Sciences and Systems, 2019

2018

Classification by Re-generation: Towards Classification Based on Variational Inference.

Shideh Rezaeifar, Olga Taran, Slava Voloshynovskiy

Proceedings of the 26th European Signal Processing Conference, 2018

Bridging Machine Learning and Cryptography in Defence Against Adversarial Attacks.

Olga Taran, Shideh Rezaeifar, Slava Voloshynovskiy

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

2017

PharmaPack: Mobile fine-grained recognition of pharma packages.

Olga Taran, Shideh Rezaeifar, O. Dabrowski, J. Schlechten, Taras Holotyak, Svyatoslav Voloshynovskiy

Proceedings of the 25th European Signal Processing Conference, 2017

2015

LFM signal detection and estimation based on sparse representation.

Mohsen Joneidi, Alireza Zaeemzadeh, Shideh Rezaeifar, Mahdi Abavisani, Nazanin Rahnavard

Proceedings of the 49th Annual Conference on Information Sciences and Systems, 2015