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Sparse-to-dense Feature Matching: Intra and Inter domain Cross-modal Learning in Domain Adaptation for 3D Semantic Segmentation


Aug 08, 2021
Duo Peng, Yinjie Lei, Wen Li, Pingping Zhang, Yulan Guo

* 10 pages,6 figures,accepted at ICCV 2021 

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Real-Time Video Super-Resolution on Smartphones with Deep Learning, Mobile AI 2021 Challenge: Report


May 17, 2021
Andrey Ignatov, Andres Romero, Heewon Kim, Radu Timofte, Chiu Man Ho, Zibo Meng, Kyoung Mu Lee, Yuxiang Chen, Yutong Wang, Zeyu Long, Chenhao Wang, Yifei Chen, Boshen Xu, Shuhang Gu, Lixin Duan, Wen Li, Wang Bofei, Zhang Diankai, Zheng Chengjian, Liu Shaoli, Gao Si, Zhang Xiaofeng, Lu Kaidi, Xu Tianyu, Zheng Hui, Xinbo Gao, Xiumei Wang, Jiaming Guo, Xueyi Zhou, Hao Jia, Youliang Yan

* Mobile AI 2021 Workshop and Challenges: https://ai-benchmark.com/workshops/mai/2021/. arXiv admin note: substantial text overlap with arXiv:2105.07825. substantial text overlap with arXiv:2105.08629, arXiv:2105.07809, arXiv:2105.08630 

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VDM-DA: Virtual Domain Modeling for Source Data-free Domain Adaptation


Mar 26, 2021
Jiayi Tian, Jing Zhang, Wen Li, Dong Xu


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mDALU: Multi-Source Domain Adaptation and Label Unification with Partial Datasets


Dec 15, 2020
Rui Gong, Dengxin Dai, Yuhua Chen, Wen Li, Luc Van Gool

* 17 pages, 10 figures, 13 tables 

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Cluster, Split, Fuse, and Update: Meta-Learning for Open Compound Domain Adaptive Semantic Segmentation


Dec 15, 2020
Rui Gong, Yuhua Chen, Danda Pani Paudel, Yawei Li, Ajad Chhatkuli, Wen Li, Dengxin Dai, Luc Van Gool

* 18 pages, 8 figures, 8 tables 

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Region Comparison Network for Interpretable Few-shot Image Classification


Sep 08, 2020
Zhiyu Xue, Lixin Duan, Wen Li, Lin Chen, Jiebo Luo


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Zero-Shot Heterogeneous Transfer Learning from Recommender Systems to Cold-Start Search Retrieval


Aug 19, 2020
Tao Wu, Ellie Ka-In Chio, Heng-Tze Cheng, Yu Du, Steffen Rendle, Dima Kuzmin, Ritesh Agarwal, Li Zhang, John Anderson, Sarvjeet Singh, Tushar Chandra, Ed H. Chi, Wen Li, Ankit Kumar, Xiang Ma, Alex Soares, Nitin Jindal, Pei Cao

* Accepted at CIKM 2020 

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Off-Policy Reinforcement Learning for Efficient and Effective GAN Architecture Search


Jul 17, 2020
Yuan Tian, Qin Wang, Zhiwu Huang, Wen Li, Dengxin Dai, Minghao Yang, Jun Wang, Olga Fink

* To appear in ECCV 2020 

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The Heterogeneity Hypothesis: Finding Layer-Wise Dissimilated Network Architecture


Jun 29, 2020
Yawei Li, Wen Li, Martin Danelljan, Kai Zhang, Shuhang Gu, Luc Van Gool, Radu Timofte

* Code will be available at https://github.com/ofsoundof/Heterogeneity_Hypothesis 

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Analogical Image Translation for Fog Generation


Jun 28, 2020
Rui Gong, Dengxin Dai, Yuhua Chen, Wen Li, Luc Van Gool

* 18 pages, 9 figures, 7 tables 

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Deeply Aligned Adaptation for Cross-domain Object Detection


Apr 09, 2020
Minghao Fu, Zhenshan Xie, Wen Li, Lixin Duan


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Unbiased Mean Teacher for Cross Domain Object Detection


Mar 02, 2020
Jinhong Deng, Wen Li, Yuhua Chen, Lixin Duan

* 4 figures, 4 tables 

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Semi-Supervised Learning by Augmented Distribution Alignment


May 20, 2019
Qin Wang, Wen Li, Luc Van Gool


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Known-class Aware Self-ensemble for Open Set Domain Adaptation


May 03, 2019
Qing Lian, Wen Li, Lin Chen, Lixin Duan


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Sliced Wasserstein Generative Models


Apr 13, 2019
Jiqing Wu, Zhiwu Huang, Dinesh Acharya, Wen Li, Janine Thoma, Danda Pani Paudel, Luc Van Gool

* This paper is submitted to arxiv twice, thus withdraw one of the versions. See arXiv:1706.02631 instead 

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Learning Semantic Segmentation from Synthetic Data: A Geometrically Guided Input-Output Adaptation Approach


Jan 13, 2019
Yuhua Chen, Wen Li, Xiaoran Chen, Luc Van Gool

* v2: fixed some typos 

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DLOW: Domain Flow for Adaptation and Generalization


Dec 13, 2018
Rui Gong, Wen Li, Yuhua Chen, Luc Van Gool


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Appearance-and-Relation Networks for Video Classification


May 06, 2018
Limin Wang, Wei Li, Wen Li, Luc Van Gool

* CVPR18 camera-ready version. Code & models available at https://github.com/wanglimin/ARTNet 

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Detecting Syntactic Features of Translated Chinese


Apr 23, 2018
Hai Hu, Wen Li, Sandra Kübler

* Accepted to 2nd Workshop on Stylistic Variation, NAACL 2018 

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ROAD: Reality Oriented Adaptation for Semantic Segmentation of Urban Scenes


Apr 07, 2018
Yuhua Chen, Wen Li, Luc Van Gool

* Add experiments on SYNTHIA, CVPR 2018 camera-ready version 

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Ensemble Manifold Segmentation for Model Distillation and Semi-supervised Learning


Apr 06, 2018
Dengxin Dai, Wen Li, Till Kroeger, Luc Van Gool


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Domain Adaptive Faster R-CNN for Object Detection in the Wild


Mar 08, 2018
Yuhua Chen, Wen Li, Christos Sakaridis, Dengxin Dai, Luc Van Gool

* Accepted to CVPR 2018 

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Deep Domain Adaptation by Geodesic Distance Minimization


Oct 10, 2017
Yifei Wang, Wen Li, Dengxin Dai, Luc Van Gool


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WebVision Database: Visual Learning and Understanding from Web Data


Aug 09, 2017
Wen Li, Limin Wang, Wei Li, Eirikur Agustsson, Luc Van Gool


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