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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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WebVision Challenge: Visual Learning and Understanding With Web Data

May 16, 2017
Wen Li, Limin Wang, Wei Li, Eirikur Agustsson, Jesse Berent, Abhinav Gupta, Rahul Sukthankar, Luc Van Gool

* project page: http://www.vision.ee.ethz.ch/webvision/ 

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Deep Reconstruction-Classification Networks for Unsupervised Domain Adaptation

Aug 01, 2016
Muhammad Ghifary, W. Bastiaan Kleijn, Mengjie Zhang, David Balduzzi, Wen Li

* to appear in European Conference on Computer Vision (ECCV) 2016 

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