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Learning Invariance from Generated Variance for Unsupervised Person Re-identification


Jan 02, 2023
Hao Chen, Yaohui Wang, Benoit Lagadec, Antitza Dantcheva, Francois Bremond

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* Extension of conference paper arXiv:2012.09071. Accepted to TPAMI. Project page: https://github.com/chenhao2345/GCL-extended 

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Synthetic Data in Human Analysis: A Survey


Aug 19, 2022
Indu Joshi, Marcel Grimmer, Christian Rathgeb, Christoph Busch, Francois Bremond, Antitza Dantcheva

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Latent Image Animator: Learning to Animate Images via Latent Space Navigation


Mar 17, 2022
Yaohui Wang, Di Yang, Francois Bremond, Antitza Dantcheva

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* ICLR 2022, project link https://wyhsirius.github.io/LIA-project 

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Beyond the Visible: A Survey on Cross-spectral Face Recognition


Jan 12, 2022
David Anghelone, Cunjian Chen, Arun Ross, Antitza Dantcheva

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UNIK: A Unified Framework for Real-world Skeleton-based Action Recognition


Jul 19, 2021
Di Yang, Yaohui Wang, Antitza Dantcheva, Lorenzo Garattoni, Gianpiero Francesca, Francois Bremond

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* Code is available at: https://github.com/YangDi666/UNIK 

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Sensor-invariant Fingerprint ROI Segmentation Using Recurrent Adversarial Learning


Jul 03, 2021
Indu Joshi, Ayush Utkarsh, Riya Kothari, Vinod K Kurmi, Antitza Dantcheva, Sumantra Dutta Roy, Prem Kumar Kalra

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* IJCNN 2021 
* IJCNN 2021 (Accepted) 

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Data Uncertainty Guided Noise-aware Preprocessing Of Fingerprints


Jul 02, 2021
Indu Joshi, Ayush Utkarsh, Riya Kothari, Vinod K Kurmi, Antitza Dantcheva, Sumantra Dutta Roy, Prem Kumar Kalra

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* IJCNN 2021 (Accepted) 

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How Unique Is a Face: An Investigative Study


Feb 09, 2021
Michal Balazia, S L Happy, Francois Bremond, Antitza Dantcheva

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* Preprint. Full paper accepted at the IEEE/IAPR International Conference on Pattern Recognition (ICPR), Milan, Italy, Jan 2021. 6 pages 

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InMoDeGAN: Interpretable Motion Decomposition Generative Adversarial Network for Video Generation


Jan 08, 2021
Yaohui Wang, Francois Bremond, Antitza Dantcheva

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* Please visit https://wyhsirius.github.io/InMoDeGAN/ for introductions and more 

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Joint Generative and Contrastive Learning for Unsupervised Person Re-identification


Dec 16, 2020
Hao Chen, Yaohui Wang, Benoit Lagadec, Antitza Dantcheva, Francois Bremond

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* Source code: https://github.com/chenhao2345/GCL 

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