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2020 – today
- 2024
[j5]Stephan J. Garbin, Marek Kowalski
, Virginia Estellers, Stanislaw Szymanowicz, Shideh Rezaeifar, Jingjing Shen, Matthew Johnson, Julien Valentin:
VolTeMorph: Real-time, Controllable and Generalizable Animation of Volumetric Representations. Comput. Graph. Forum 43(6) (2024)- [j4]Charlie Hewitt, Fatemeh Saleh, Sadegh Aliakbarian, Lohit Petikam, Shideh Rezaeifar, Louis Florentin, Zafiirah Hosenie, Thomas J. Cashman, Julien Valentin, Darren Cosker, Tadas Baltrusaitis:
Look Ma, no markers: holistic performance capture without the hassle. ACM Trans. Graph. 43(6): 235:1-235:12 (2024) - [i11]Charlie Hewitt, Fatemehsadat Saleh, Sadegh Aliakbarian, Lohit Petikam, Shideh Rezaeifar, Louis Florentin, Zafiirah Hosenie, Thomas J. Cashman, Julien P. C. Valentin, Darren Cosker, Tadas Baltrusaitis:
Look Ma, no markers: holistic performance capture without the hassle. CoRR abs/2410.11520 (2024) - 2022
- [b1]Shideh Rezaeifar:
Variational methods in privacy protection and offline reinforcement learning. University of Geneva, Switzerland, 2022 - [j3]Shideh Rezaeifar, Slava Voloshynovskiy, Meisam Asgari Jirhandeh, Vitaliy Kinakh:
Privacy-Preserving Image Template Sharing Using Contrastive Learning. Entropy 24(5): 643 (2022) - [c12]Shideh Rezaeifar, Robert Dadashi, Nino Vieillard, Léonard Hussenot, Olivier Bachem, Olivier Pietquin, Matthieu Geist:
Offline Reinforcement Learning as Anti-exploration. AAAI 2022: 8106-8114 - [c11]Behrooz Razeghi, Shideh Rezaeifar, Sohrab Ferdowsi, Taras Holotyak, Slava Voloshynovskiy:
Compressed Data Sharing Based On Information Bottleneck Model. ICASSP 2022: 3009-3013 - [i10]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 abs/2208.00949 (2022) - 2021
- [c10]Robert Dadashi, Shideh Rezaeifar, Nino Vieillard, Léonard Hussenot, Olivier Pietquin, Matthieu Geist:
Offline Reinforcement Learning with Pseudometric Learning. ICML 2021: 2307-2318 - [i9]Robert Dadashi, Shideh Rezaeifar, Nino Vieillard, Léonard Hussenot, Olivier Pietquin, Matthieu Geist:
Offline Reinforcement Learning with Pseudometric Learning. CoRR abs/2103.01948 (2021) - [i8]Shideh Rezaeifar, Robert Dadashi, Nino Vieillard, Léonard Hussenot, Olivier Bachem, Olivier Pietquin, Matthieu Geist:
Offline Reinforcement Learning as Anti-Exploration. CoRR abs/2106.06431 (2021) - 2020
- [j2]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: 10 (2020) - [j1]Denis Ullmann, Shideh Rezaeifar, Olga Taran, Taras Holotyak, Brandon Panos, Slava Voloshynovskiy:
Information Bottleneck Classification in Extremely Distributed Systems. Entropy 22(11): 1237 (2020) - [c9]Shideh Rezaeifar, Maurits Diephuis, Behrooz Razeghi, Denis Ullmann, Olga Taran, Slava Voloshynovskiy:
Distributed Semi-Private Image Classification Based on Information-Bottleneck Principle. EUSIPCO 2020: 755-759
2010 – 2019
- 2019
- [c8]Dimche Kostadinov, Behrooz Razeghi, Shideh Rezaeifar, Slava Voloshynovskiy:
Supervised Joint Nonlinear Transform Learning with Discriminative-Ambiguous Prior for Generic Privacy-Preserved Features. CISS 2019: 1-6 - [c7]Olga Taran, Shideh Rezaeifar, Taras Holotyak, Slava Voloshynovskiy:
Defending Against Adversarial Attacks by Randomized Diversification. CVPR 2019: 11226-11233 - [c6]Shideh Rezaeifar, Behrooz Razeghi, Olga Taran, Taras Holotyak, Slava Voloshynovskiy:
Reconstruction of Privacy-Sensitive Data from Protected Templates. ICIP 2019: 1163-1167 - [c5]Olga Taran, Shideh Rezaeifar, Taras Holotyak, Slava Voloshynovskiy:
Robustification of Deep Net Classifiers by Key Based Diversified Aggregation with Pre-Filtering. ICIP 2019: 2294-2298 - [i7]Olga Taran, Shideh Rezaeifar, Taras Holotyak, Slava Voloshynovskiy:
Defending against adversarial attacks by randomized diversification. CoRR abs/1904.00689 (2019) - [i6]Shideh Rezaeifar, Behrooz Razeghi, Olga Taran, Taras Holotyak, Slava Voloshynovskiy:
Reconstruction of Privacy-Sensitive Data from Protected Templates. CoRR abs/1905.03282 (2019) - [i5]Olga Taran, Shideh Rezaeifar, Taras Holotyak, Slava Voloshynovskiy:
Robustification of deep net classifiers by key based diversified aggregation with pre-filtering. CoRR abs/1905.05454 (2019) - [i4]Sohrab Ferdowsi, Maurits Diephuis, Shideh Rezaeifar, Slava Voloshynovskiy:
ρ-VAE: Autoregressive parametrization of the VAE encoder. CoRR abs/1909.06236 (2019) - [i3]Slava Voloshynovskiy, Mouad Kondah, Shideh Rezaeifar, Olga Taran, Taras Holotyak, Danilo Jimenez Rezende:
Information bottleneck through variational glasses. CoRR abs/1912.00830 (2019) - 2018
- [c4]Olga Taran, Shideh Rezaeifar, Slava Voloshynovskiy:
Bridging Machine Learning and Cryptography in Defence Against Adversarial Attacks. ECCV Workshops (2) 2018: 267-279 - [c3]Shideh Rezaeifar, Olga Taran, Slava Voloshynovskiy:
Classification by Re-generation: Towards Classification Based on Variational Inference. EUSIPCO 2018: 2005-2009 - [i2]Olga Taran, Shideh Rezaeifar, Slava Voloshynovskiy:
Bridging machine learning and cryptography in defence against adversarial attacks. CoRR abs/1809.01715 (2018) - [i1]Shideh Rezaeifar, Olga Taran, Slava Voloshynovskiy:
Classification by Re-generation: Towards Classification Based on Variational Inference. CoRR abs/1809.03259 (2018) - 2017
- [c2]Olga Taran, Shideh Rezaeifar, O. Dabrowski, J. Schlechten, Taras Holotyak, Svyatoslav Voloshynovskiy:
PharmaPack: Mobile fine-grained recognition of pharma packages. EUSIPCO 2017: 1917-1921 - 2015
- [c1]Mohsen Joneidi, Alireza Zaeemzadeh, Shideh Rezaeifar, Mahdi Abavisani, Nazanin Rahnavard:
LFM signal detection and estimation based on sparse representation. CISS 2015: 1-5
Coauthor Index
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