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Dynamic View Synthesis from Dynamic Monocular Video


May 13, 2021
Chen Gao, Ayush Saraf, Johannes Kopf, Jia-Bin Huang

* Project webpage: https://free-view-video.github.io/ 

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DropLoss for Long-Tail Instance Segmentation


Apr 17, 2021
Ting-I Hsieh, Esther Robb, Hwann-Tzong Chen, Jia-Bin Huang

* AAAI 2021 
* Code at https://github.com/timy90022/DropLoss 

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Learning Representational Invariances for Data-Efficient Action Recognition


Mar 30, 2021
Yuliang Zou, Jinwoo Choi, Qitong Wang, Jia-Bin Huang

* Project page: https://yuliang.vision/video-data-aug 

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Neural Re-rendering for Full-frame Video Stabilization


Feb 12, 2021
Yu-Lun Liu, Wei-Sheng Lai, Ming-Hsuan Yang, Yung-Yu Chuang, Jia-Bin Huang

* Project page: https://alex04072000.github.io/NeRViS/ 

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Portrait Neural Radiance Fields from a Single Image


Dec 10, 2020
Chen Gao, Yichang Shih, Wei-Sheng Lai, Chia-Kai Liang, Jia-Bin Huang

* Project webpage: https://portrait-nerf.github.io/ 

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Robust Consistent Video Depth Estimation


Dec 10, 2020
Johannes Kopf, Xuejian Rong, Jia-Bin Huang

* Project website: https://robust-cvd.github.io/ 

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Space-time Neural Irradiance Fields for Free-Viewpoint Video


Nov 25, 2020
Wenqi Xian, Jia-Bin Huang, Johannes Kopf, Changil Kim

* Project website: https://video-nerf.github.io/ 

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Continuous and Diverse Image-to-Image Translation via Signed Attribute Vectors


Nov 03, 2020
Qi Mao, Hsin-Ying Lee, Hung-Yu Tseng, Jia-Bin Huang, Siwei Ma, Ming-Hsuan Yang

* Website: https://helenmao.github.io/SAVI2I/ Code: https://github.com/HelenMao/SAVI2I 

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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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