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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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Modeling the Background for Incremental Learning in Semantic Segmentation

Feb 03, 2020
Fabio Cermelli, Massimiliano Mancini, Samuel Rota Bulò, Elisa Ricci, Barbara Caputo


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Single-Stage Monocular 3D Object Detection with Virtual Cameras

Dec 20, 2019
Andrea Simonelli, Samuel Rota Bulò, Lorenzo Porzi, Elisa Ricci, Peter Kontschieder


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Progressive Fusion for Unsupervised Binocular Depth Estimation using Cycled Networks

Sep 17, 2019
Andrea Pilzer, Stéphane Lathuilière, Dan Xu, Mihai Marian Puscas, Elisa Ricci, Nicu Sebe

* Accepted to TPAMI (SI RGB-D Vision), code https://github.com/andrea-pilzer/PFN-depth 

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Knowledge is Never Enough: Towards Web Aided Deep Open World Recognition

Jun 04, 2019
Massimiliano Mancini, Hakan Karaoguz, Elisa Ricci, Patric Jensfelt, Barbara Caputo

* ICRA 2019 

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Budget-Aware Adapters for Multi-Domain Learning

May 15, 2019
Rodrigo Berriel, Stéphane Lathuilière, Moin Nabi, Tassilo Klein, Thiago Oliveira-Santos, Nicu Sebe, Elisa Ricci

* 14 pages 

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Online Adaptation through Meta-Learning for Stereo Depth Estimation

Apr 17, 2019
Zhenyu Zhang, Stéphane Lathuilière, Andrea Pilzer, Nicu Sebe, Elisa Ricci, Jian Yang

* 12 pages 

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The RGB-D Triathlon: Towards Agile Visual Toolboxes for Robots

Apr 02, 2019
Fabio Cermelli, Massimiliano Mancini, Elisa Ricci, Barbara Caputo

* This work has been submitted to IROS/RAL 2019 

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AdaGraph: Unifying Predictive and Continuous Domain Adaptation through Graphs

Mar 19, 2019
Massimiliano Mancini, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci

* CVPR 2019 (oral) 

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Refine and Distill: Exploiting Cycle-Inconsistency and Knowledge Distillation for Unsupervised Monocular Depth Estimation

Mar 11, 2019
Andrea Pilzer, Stéphane Lathuilière, Nicu Sebe, Elisa Ricci

* Accepted at CVPR2019 

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Unsupervised Domain Adaptation using Feature-Whitening and Consensus Loss

Mar 07, 2019
Subhankar Roy, Aliaksandr Siarohin, Enver Sangineto, Samuel Rota Bulo, Nicu Sebe, Elisa Ricci


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Animating Arbitrary Objects via Deep Motion Transfer

Dec 24, 2018
Aliaksandr Siarohin, Stéphane Lathuilière, Sergey Tulyakov, Elisa Ricci, Nicu Sebe


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Enhancing Perceptual Attributes with Bayesian Style Generation

Dec 03, 2018
Aliaksandr Siarohin, Gloria Zen, Nicu Sebe, Elisa Ricci

* ACCV-2018 

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Unsupervised Adversarial Depth Estimation using Cycled Generative Networks

Jul 28, 2018
Andrea Pilzer, Dan Xu, Mihai Marian Puscas, Elisa Ricci, Nicu Sebe

* To appear in 3DV 2018. Code is available on GitHub 

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Kitting in the Wild through Online Domain Adaptation

Jul 03, 2018
Massimiliano Mancini, Hakan Karaoguz, Elisa Ricci, Patric Jensfelt, Barbara Caputo

* Accepted to IROS 2018 

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