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Smoothing the Disentangled Latent Style Space for Unsupervised Image-to-Image Translation


Jun 16, 2021
Yahui Liu, Enver Sangineto, Yajing Chen, Linchao Bao, Haoxian Zhang, Nicu Sebe, Bruno Lepri, Wei Wang, Marco De Nadai

* Accepted to CVPR 2021 

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Efficient Training of Visual Transformers with Small-Size Datasets


Jun 07, 2021
Yahui Liu, Enver Sangineto, Wei Bi, Nicu Sebe, Bruno Lepri, Marco De Nadai


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Source-Free Open Compound Domain Adaptation in Semantic Segmentation


Jun 07, 2021
Yuyang Zhao, Zhun Zhong, Zhiming Luo, Gim Hee Lee, Nicu Sebe


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Controllable Person Image Synthesis with Spatially-Adaptive Warped Normalization


Jun 03, 2021
Jichao Zhang, Aliaksandr Siarohin, Hao Tang, Jingjing Chen, Enver Sangineto, Wei Wang, Nicu Sebe

* 12 pages 

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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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Why Approximate Matrix Square Root Outperforms Accurate SVD in Global Covariance Pooling?


May 06, 2021
Yue Song, Nicu Sebe, Wei Wang


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Cloth Interactive Transformer for Virtual Try-On


Apr 12, 2021
Bin Ren, Hao Tang, Fanyang Meng, Runwei Ding, Ling Shao, Philip H. S. Torr, Nicu Sebe

* 11 pages, 6 figures, 

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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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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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Joint Noise-Tolerant Learning and Meta Camera Shift Adaptation for Unsupervised Person Re-Identification


Mar 08, 2021
Fengxiang Yang, Zhun Zhong, Zhiming Luo, Yuanzheng Cai, Yaojin Lin, Shaozi Li, Nicu Sebe

* To appear in CVPR 2021 

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Curriculum Learning: A Survey


Jan 25, 2021
Petru Soviany, Radu Tudor Ionescu, Paolo Rota, Nicu Sebe


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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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Learning to Generalize Unseen Domains via Memory-based Multi-Source Meta-Learning for Person Re-Identification


Dec 01, 2020
Yuyang Zhao, Zhun Zhong, Fengxiang Yang, Zhiming Luo, Yaojin Lin, Shaozi Li, Nicu Sebe


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Deep traffic light detection by overlaying synthetic context on arbitrary natural images


Nov 10, 2020
Jean Pablo Vieira de Mello, Lucas Tabelini, Rodrigo F. Berriel, Thiago M. Paixão, Alberto F. de Souza, Claudine Badue, Nicu Sebe, Thiago Oliveira-Santos

* Computers & Graphics (2020) 

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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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Latent World Models For Intrinsically Motivated Exploration


Oct 05, 2020
Aleksandr Ermolov, Nicu Sebe

* NeurIPS 2020 Spotlight; Code is publicly available at https://github.com/htdt/lwm 

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Dual Attention GANs for Semantic Image Synthesis


Aug 29, 2020
Hao Tang, Song Bai, Nicu Sebe

* Accepted to ACM MM 2020, camera ready (9 pages) + supplementary (10 pages) 

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Bipartite Graph Reasoning GANs for Person Image Generation


Aug 20, 2020
Hao Tang, Song Bai, Philip H. S. Torr, Nicu Sebe

* 13 pages, 6 figures, accepted to BMVC 2020 as an oral paper, fix typos 

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DF-GAN: Deep Fusion Generative Adversarial Networks for Text-to-Image Synthesis


Aug 13, 2020
Ming Tao, Hao Tang, Songsong Wu, Nicu Sebe, Fei Wu, Xiao-Yuan Jing


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Retrieval Guided Unsupervised Multi-domain Image-to-Image Translation


Aug 11, 2020
Raul Gomez, Yahui Liu, Marco De Nadai, Dimosthenis Karatzas, Bruno Lepri, Nicu Sebe

* Submitted to ACM MM '20, October 12-16, 2020, Seattle, WA, USA 

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Describe What to Change: A Text-guided Unsupervised Image-to-Image Translation Approach


Aug 10, 2020
Yahui Liu, Marco De Nadai, Deng Cai, Huayang Li, Xavier Alameda-Pineda, Nicu Sebe, Bruno Lepri

* Submitted to ACM MM '20, October 12-16, 2020, Seattle, WA, USA 

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Dual In-painting Model for Unsupervised Gaze Correction and Animation in the Wild


Aug 09, 2020
Jichao Zhang, Jingjing Chen, Hao Tang, Wei Wang, Yan Yan, Enver Sangineto, Nicu Sebe

* Accepted By ACMMM 2020 

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Deep Traffic Sign Detection and Recognition Without Target Domain Real Images


Jul 30, 2020
Lucas Tabelini, Rodrigo Berriel, Thiago M. Paixão, Alberto F. De Souza, Claudine Badue, Nicu Sebe, Thiago Oliveira-Santos

* arXiv admin note: text overlap with arXiv:1907.09679 

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XingGAN for Person Image Generation


Jul 17, 2020
Hao Tang, Song Bai, Li Zhang, Philip H. S. Torr, Nicu Sebe

* Accepted to ECCV 2020, camera ready (16 pages) + supplementary (6 pages) 

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Whitening for Self-Supervised Representation Learning


Jul 13, 2020
Aleksandr Ermolov, Aliaksandr Siarohin, Enver Sangineto, Nicu Sebe


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When Dictionary Learning Meets Deep Learning: Deep Dictionary Learning and Coding Network for Image Recognition with Limited Data


May 21, 2020
Hao Tang, Hong Liu, Wei Xiao, Nicu Sebe

* Accepted to TNNLS, an extended version of a paper published in WACV2019. arXiv admin note: substantial text overlap with arXiv:1809.04185 

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Human in Events: A Large-Scale Benchmark for Human-centric Video Analysis in Complex Events


May 19, 2020
Weiyao Lin, Huabin Liu, Shizhan Liu, Yuxi Li, Guo-Jun Qi, Rui Qian, Tao Wang, Nicu Sebe, Ning Xu, Hongkai Xiong, Mubarak Shah

* Dataset for ACM MM'20 Grand Challenge on Large-scale Human-centric Video Analysis in Complex Events (http://humaninevents.org

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Speak2Label: Using Domain Knowledge for Creating a Large Scale Driver Gaze Zone Estimation Dataset


May 13, 2020
Shreya Ghosh, Abhinav Dhall, Garima Sharma, Sarthak Gupta, Nicu Sebe


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