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A Unified Objective for Novel Class Discovery


Aug 20, 2021
Enrico Fini, Enver Sangineto, Stéphane Lathuilière, Zhun Zhong, Moin Nabi, Elisa Ricci

* ICCV 2021 (Oral) 

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Click to Move: Controlling Video Generation with Sparse Motion


Aug 19, 2021
Pierfrancesco Ardino, Marco De Nadai, Bruno Lepri, Elisa Ricci, Stéphane Lathuilière

* Accepted by International Conference on Computer Vision (ICCV 2021) 

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Solo-learn: A Library of Self-supervised Methods for Visual Representation Learning


Aug 16, 2021
Victor G. Turrisi da Costa, Enrico Fini, Moin Nabi, Nicu Sebe, Elisa Ricci

* 4 pages excluding references 

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Neighborhood Contrastive Learning for Novel Class Discovery


Jun 20, 2021
Zhun Zhong, Enrico Fini, Subhankar Roy, Zhiming Luo, Elisa Ricci, Nicu Sebe

* CVPR 2021 

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Transformer-Based Source-Free Domain Adaptation


May 28, 2021
Guanglei Yang, Hao Tang, Zhun Zhong, Mingli Ding, Ling Shao, Nicu Sebe, Elisa Ricci


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Curriculum Graph Co-Teaching for Multi-Target Domain Adaptation


Apr 01, 2021
Subhankar Roy, Evgeny Krivosheev, Zhun Zhong, Nicu Sebe, Elisa Ricci

* CVPR 2021 

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Boosting Binary Masks for Multi-Domain Learning through Affine Transformations


Mar 25, 2021
Massimiliano Mancini, Elisa Ricci, Barbara Caputo, Samuel Rota Buló

* Accepted for publication by Machine Vision and Applications on May 21, 2020. arXiv admin note: substantial text overlap with arXiv:1805.11119 

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Inferring Latent Domains for Unsupervised Deep Domain Adaptation


Mar 25, 2021
Massimiliano Mancini, Lorenzo Porzi, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci

* IEEE T-PAMI, https://ieeexplore.ieee.org/document/8792192 

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Transformers Solve the Limited Receptive Field for Monocular Depth Prediction


Mar 22, 2021
Guanglei Yang, Hao Tang, Mingli Ding, Nicu Sebe, Elisa Ricci


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Variational Structured Attention Networks for Deep Visual Representation Learning


Mar 05, 2021
Guanglei Yang, Paolo Rota, Xavier Alameda-Pineda, Dan Xu, Mingli Ding, Elisa Ricci


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Playable Video Generation


Jan 28, 2021
Willi Menapace, Stéphane Lathuilière, Sergey Tulyakov, Aliaksandr Siarohin, Elisa Ricci


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Multi-Domain Image-to-Image Translation with Adaptive Inference Graph


Jan 11, 2021
The-Phuc Nguyen, Stéphane Lathuilière, Elisa Ricci

* Accepted at ICPR 2020 

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Probabilistic Graph Attention Network with Conditional Kernels for Pixel-Wise Prediction


Jan 08, 2021
Dan Xu, Xavier Alameda-Pineda, Wanli Ouyang, Elisa Ricci, Xiaogang Wang, Nicu Sebe

* Regular paper accepted at TPAMI 2020. arXiv admin note: text overlap with arXiv:1801.00524 

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Demystifying Pseudo-LiDAR for Monocular 3D Object Detection


Dec 10, 2020
Andrea Simonelli, Samuel Rota Bulò, Lorenzo Porzi, Peter Kontschieder, Elisa Ricci


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SF-UDA$^{3D}$: Source-Free Unsupervised Domain Adaptation for LiDAR-Based 3D Object Detection


Oct 19, 2020
Cristiano Saltori, Stéphane Lathuiliére, Nicu Sebe, Elisa Ricci, Fabio Galasso

* Accepted paper at 3DV 2020 

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Semantic-Guided Inpainting Network for Complex Urban Scenes Manipulation


Oct 19, 2020
Pierfrancesco Ardino, Yahui Liu, Elisa Ricci, Bruno Lepri, Marco De Nadai

* To appear in the Proceedings of IEEE ICPR 2020 

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Deep Variational Generative Models for Audio-visual Speech Separation


Aug 17, 2020
Viet-Nhat Nguyen, Mostafa Sadeghi, Elisa Ricci, Xavier Alameda-Pineda


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Learning to Cluster under Domain Shift


Aug 11, 2020
Willi Menapace, Stéphane Lathuilière, Elisa Ricci

* ECCV 2020 

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Online Continual Learning under Extreme Memory Constraints


Aug 11, 2020
Enrico Fini, Stéphane Lathuilière, Enver Sangineto, Moin Nabi, Elisa Ricci

* Accepted at ECCV 2020 

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Towards Recognizing Unseen Categories in Unseen Domains


Aug 11, 2020
Massimiliano Mancini, Zeynep Akata, Elisa Ricci, Barbara Caputo

* Accepted to ECCV 2020 

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Shape Consistent 2D Keypoint Estimation under Domain Shift


Aug 04, 2020
Levi O. Vasconcelos, Massimiliano Mancini, Davide Boscaini, Samuel Rota Bulo, Barbara Caputo, Elisa Ricci


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Boosting Deep Open World Recognition by Clustering


Apr 20, 2020
Dario Fontanel, Fabio Cermelli, Massimiliano Mancini, Samuel Rota Bulò, Elisa Ricci, Barbara Caputo

* This work has been submitted to IROS/RAL 2020 

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TriGAN: Image-to-Image Translation for Multi-Source Domain Adaptation


Apr 19, 2020
Subhankar Roy, Aliaksandr Siarohin, Enver Sangineto, Nicu Sebe, Elisa Ricci


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Motion-supervised Co-Part Segmentation


Apr 15, 2020
Aliaksandr Siarohin, Subhankar Roy, Stéphane Lathuilière, Sergey Tulyakov, Elisa Ricci, Nicu Sebe


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First Order Motion Model for Image Animation


Mar 06, 2020
Aliaksandr Siarohin, Stéphane Lathuilière, Sergey Tulyakov, Elisa Ricci, Nicu Sebe

* NeurIPS 2019 

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