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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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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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MGGR: MultiModal-Guided Gaze Redirection with Coarse-to-Fine Learning

Apr 13, 2020
Jingjing Chen, Jichao Zhang, Jiayuan Fan, Tao Chen, Enver Sangineto, Nicu Sebe


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OpenMix: Reviving Known Knowledge for Discovering Novel Visual Categories in An Open World

Apr 12, 2020
Zhun Zhong, Linchao Zhu, Zhiming Luo, Shaozi Li, Yi Yang, Nicu Sebe


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Binary Neural Networks: A Survey

Mar 31, 2020
Haotong Qin, Ruihao Gong, Xianglong Liu, Xiao Bai, Jingkuan Song, Nicu Sebe

* Pattern Recognition (2020) 107281 

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Edge Guided GANs with Semantic Preserving for Semantic Image Synthesis

Mar 31, 2020
Hao Tang, Xiaojuan Qi, Dan Xu, Philip H. S. Torr, Nicu Sebe

* 40 pages, 29 figures 

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GMM-UNIT: Unsupervised Multi-Domain and Multi-Modal Image-to-Image Translation via Attribute Gaussian Mixture Modeling

Mar 21, 2020
Yahui Liu, Marco De Nadai, Jian Yao, Nicu Sebe, Bruno Lepri, Xavier Alameda-Pineda

* 27 pages, 17 figures 

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Non-linear Neurons with Human-like Apical Dendrite Activations

Mar 09, 2020
Mariana-Iuliana Georgescu, Radu Tudor Ionescu, Nicolae-Catalin Ristea, Nicu Sebe

* Submitted for review 

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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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