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Uncertainty-aware Contrastive Distillation for Incremental Semantic Segmentation



Guanglei Yang , Enrico Fini , Dan Xu , Paolo Rota , Mingli Ding , Moin Nabi , Xavier Alameda-Pineda , Elisa Ricci

* TPAMI 

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Quantum Motion Segmentation



Federica Arrigoni , Willi Menapace , Marcel Seelbach Benkner , Elisa Ricci , Vladislav Golyanik


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Playable Environments: Video Manipulation in Space and Time



Willi Menapace , Stéphane Lathuilière , Aliaksandr Siarohin , Christian Theobalt , Sergey Tulyakov , Vladislav Golyanik , Elisa Ricci

* CVPR 2022 

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3D Object Detection from Images for Autonomous Driving: A Survey



Xinzhu Ma , Wanli Ouyang , Andrea Simonelli , Elisa Ricci


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Continual Attentive Fusion for Incremental Learning in Semantic Segmentation



Guanglei Yang , Enrico Fini , Dan Xu , Paolo Rota , Mingli Ding , Hao Tang , Xavier Alameda-Pineda , Elisa Ricci


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Modeling the Background for Incremental and Weakly-Supervised Semantic Segmentation



Fabio Cermelli , Massimiliano Mancini , Samuel Rota Buló , Elisa Ricci , Barbara Caputo

* Accepted by T-PAMI (https://ieeexplore.ieee.org/document/9645239/). arXiv admin note: substantial text overlap with arXiv:2002.00718 

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Graph-based Generative Face Anonymisation with Pose Preservation



Nicola Dall'Asen , Yiming Wang , Hao Tang , Luca Zanella , Elisa Ricci

* 21st International Conference on Image analysis and Processing 

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Self-Supervised Models are Continual Learners



Enrico Fini , Victor G. Turrisi da Costa , Xavier Alameda-Pineda , Elisa Ricci , Karteek Alahari , Julien Mairal


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