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Few-Shot Adaptation of Generative Adversarial Networks

Oct 22, 2020
Esther Robb, Wen-Sheng Chu, Abhishek Kumar, Jia-Bin Huang


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PseudoSeg: Designing Pseudo Labels for Semantic Segmentation

Oct 19, 2020
Yuliang Zou, Zizhao Zhang, Han Zhang, Chun-Liang Li, Xiao Bian, Jia-Bin Huang, Tomas Pfister

* Project page: https://yuliang.vision/pseudo_seg/ 

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Flow-edge Guided Video Completion

Sep 03, 2020
Chen Gao, Ayush Saraf, Jia-Bin Huang, Johannes Kopf

* ECCV 2020. Project: http://chengao.vision/FGVC/ 

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DRG: Dual Relation Graph for Human-Object Interaction Detection

Aug 26, 2020
Chen Gao, Jiarui Xu, Yuliang Zou, Jia-Bin Huang

* ECCV 2020. Project: http://chengao.vision/DRG/ Code: https://github.com/vt-vl-lab/DRG 

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NAS-DIP: Learning Deep Image Prior with Neural Architecture Search

Aug 26, 2020
Yun-Chun Chen, Chen Gao, Esther Robb, Jia-Bin Huang

* ECCV 2020. Project: https://yunchunchen.github.io/NAS-DIP/ Code: https://github.com/YunChunChen/NAS-DIP-pytorch The first two authors contributed equally to this work 

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Semantic View Synthesis

Aug 24, 2020
Hsin-Ping Huang, Hung-Yu Tseng, Hsin-Ying Lee, Jia-Bin Huang

* ECCV 2020. Project: https://hhsinping.github.io/svs/index.html Colab: https://colab.research.google.com/drive/1iT5PfK7zl1quAOwC227GfBjieFMVHjI5 

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Learning to See Through Obstructions with Layered Decomposition

Aug 11, 2020
Yu-Lun Liu, Wei-Sheng Lai, Ming-Hsuan Yang, Yung-Yu Chuang, Jia-Bin Huang

* Project page: https://alex04072000.github.io/SOLD/ Code: https://github.com/alex04072000/SOLD Extension of the CVPR 2020 paper: arXiv:2004.01180 

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Learning Monocular Visual Odometry via Self-Supervised Long-Term Modeling

Jul 21, 2020
Yuliang Zou, Pan Ji, Quoc-Huy Tran, Jia-Bin Huang, Manmohan Chandraker

* ECCV 2020. Project page: https://yuliang.vision/LTMVO 

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FeatMatch: Feature-Based Augmentation for Semi-Supervised Learning

Jul 16, 2020
Chia-Wen Kuo, Chih-Yao Ma, Jia-Bin Huang, Zsolt Kira

* Paper accepted in ECCV 2020. Project page: https://sites.google.com/view/chiawen-kuo/home/featmatch 

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Instance-aware Image Colorization

May 21, 2020
Jheng-Wei Su, Hung-Kuo Chu, Jia-Bin Huang

* CVPR 2020. Project: https://ericsujw.github.io/InstColorization/ Code: https://github.com/ericsujw/InstColorization 

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Consistent Video Depth Estimation

Apr 30, 2020
Xuan Luo, Jia-Bin Huang, Richard Szeliski, Kevin Matzen, Johannes Kopf

* SIGGRAPH 2020. Video: https://www.youtube.com/watch?v=5Tia2oblJAg Project page: https://roxanneluo.github.io/Consistent-Video-Depth-Estimation/ 

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3D Photography using Context-aware Layered Depth Inpainting

Apr 14, 2020
Meng-Li Shih, Shih-Yang Su, Johannes Kopf, Jia-Bin Huang

* CVPR 2020. Project page: https://shihmengli.github.io/3D-Photo-Inpainting/ Code: https://github.com/vt-vl-lab/3d-photo-inpainting Demo: https://colab.research.google.com/drive/1706ToQrkIZshRSJSHvZ1RuCiM__YX3Bz 

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Learning to See Through Obstructions

Apr 02, 2020
Yu-Lun Liu, Wei-Sheng Lai, Ming-Hsuan Yang, Yung-Yu Chuang, Jia-Bin Huang

* CVPR 2020. Project page: https://www.cmlab.csie.ntu.edu.tw/~yulunliu/ObstructionRemoval Code: https://github.com/alex04072000/ObstructionRemoval 

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Single-Image HDR Reconstruction by Learning to Reverse the Camera Pipeline

Apr 02, 2020
Yu-Lun Liu, Wei-Sheng Lai, Yu-Sheng Chen, Yi-Lung Kao, Ming-Hsuan Yang, Yung-Yu Chuang, Jia-Bin Huang

* CVPR 2020. Project page: https://www.cmlab.csie.ntu.edu.tw/~yulunliu/SingleHDR Code: https://github.com/alex04072000/SingleHDR 

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Deep Semantic Matching with Foreground Detection and Cycle-Consistency

Mar 31, 2020
Yun-Chun Chen, Po-Hsiang Huang, Li-Yu Yu, Jia-Bin Huang, Ming-Hsuan Yang, Yen-Yu Lin

* ACCV 2018. PAMI 2020 extension: arXiv:1906.05857 

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Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation

Feb 18, 2020
Hung-Yu Tseng, Hsin-Ying Lee, Jia-Bin Huang, Ming-Hsuan Yang

* ICLR 2020 (Spotlight). Project page: http://vllab.ucmerced.edu/ym41608/projects/CrossDomainFewShot Code: https://github.com/hytseng0509/CrossDomainFewShot 

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CrDoCo: Pixel-level Domain Transfer with Cross-Domain Consistency

Jan 09, 2020
Yun-Chun Chen, Yen-Yu Lin, Ming-Hsuan Yang, Jia-Bin Huang

* Code: https://github.com/YunChunChen/CrDoCo-pytorch Project: https://yunchunchen.github.io/CrDoCo/ 

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Why Can't I Dance in the Mall? Learning to Mitigate Scene Bias in Action Recognition

Dec 11, 2019
Jinwoo Choi, Chen Gao, Joseph C. E. Messou, Jia-Bin Huang

* NeurIPS 2019. Project webpage: http://chengao.vision/SDN/ Code: https://github.com/vt-vl-lab/SDN 

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Guided Image-to-Image Translation with Bi-Directional Feature Transformation

Oct 24, 2019
Badour AlBahar, Jia-Bin Huang

* ICCV 2019 Code: https://github.com/vt-vl-lab/Guided-pix2pix Project page: https://filebox.ece.vt.edu/~Badour/guided_pix2pix.html 

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Show, Match and Segment: Joint Learning of Semantic Matching and Object Co-segmentation

Jun 13, 2019
Yun-Chun Chen, Yen-Yu Lin, Ming-Hsuan Yang, Jia-Bin Huang

* Project: https://yunchunchen.github.io/MaCoSNet/ Code: https://github.com/YunChunChen/MaCoSNet-pytorch 

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Manifold Graph with Learned Prototypes for Semi-Supervised Image Classification

Jun 13, 2019
Chia-Wen Kuo, Chih-Yao Ma, Jia-Bin Huang, Zsolt Kira

* Project site: https://sites.google.com/view/manifold-graph-with-prototypes/home 

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DRIT++: Diverse Image-to-Image Translation via Disentangled Representations

May 02, 2019
Hsin-Ying Lee, Hung-Yu Tseng, Qi Mao, Jia-Bin Huang, Yu-Ding Lu, Maneesh Singh, Ming-Hsuan Yang

* Journal extension for ECCV 2018 "Diverse Image-to-Image Translation via Disentangled Representations" arXiv:1808.00948. Project Page: http://vllab.ucmerced.edu/hylee/DRIT_pp/ Code: https://github.com/HsinYingLee/DRIT 

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A Closer Look at Few-shot Classification

Apr 08, 2019
Wei-Yu Chen, Yen-Cheng Liu, Zsolt Kira, Yu-Chiang Frank Wang, Jia-Bin Huang

* ICLR 2019. Code: https://github.com/wyharveychen/CloserLookFewShot . Project: https://sites.google.com/view/a-closer-look-at-few-shot/ 

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Deep Paper Gestalt

Dec 20, 2018
Jia-Bin Huang

* Project page: https://github.com/vt-vl-lab/paper-gestalt 

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DF-Net: Unsupervised Joint Learning of Depth and Flow using Cross-Task Consistency

Sep 05, 2018
Yuliang Zou, Zelun Luo, Jia-Bin Huang

* ECCV 2018. Project website: http://yuliang.vision/DF-Net/ Code: https://github.com/vt-vl-lab/DF-Net 

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Unsupervised Video Object Segmentation using Motion Saliency-Guided Spatio-Temporal Propagation

Sep 04, 2018
Yuan-Ting Hu, Jia-Bin Huang, Alexander G. Schwing

* Accepted to ECCV 2018 

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VideoMatch: Matching based Video Object Segmentation

Sep 04, 2018
Yuan-Ting Hu, Jia-Bin Huang, Alexander G. Schwing

* Accepted to ECCV 2018 

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iCAN: Instance-Centric Attention Network for Human-Object Interaction Detection

Aug 30, 2018
Chen Gao, Yuliang Zou, Jia-Bin Huang

* BMVC 2018. Project webpage: https://gaochen315.github.io/iCAN/ Code: https://github.com/vt-vl-lab/iCAN 

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