WW-Nets: Dual Neural Networks for Object Detection

May 15, 2020
Mohammad K. Ebrahimpour, J. Ben Falandays, Samuel Spevack, Ming-Hsuan Yang, David C. Noelle

* 8 pages, 3 figures 

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Multi-Scale Boosted Dehazing Network with Dense Feature Fusion

Apr 28, 2020
Hang Dong, Jinshan Pan, Lei Xiang, Zhe Hu, Xinyi Zhang, Fei Wang, Ming-Hsuan Yang

* Accepted by CVPR 2020. The code are available at https://github.com/BookerDeWitt/MSBDN-DFF 

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Regularizing Meta-Learning via Gradient Dropout

Apr 13, 2020
Hung-Yu Tseng, Yi-Wen Chen, Yi-Hsuan Tsai, Sifei Liu, Yen-Yu Lin, Ming-Hsuan Yang

* Code: https://github.com/hytseng0509/DropGrad 

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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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TapLab: A Fast Framework for Semantic Video Segmentation Tapping into Compressed-Domain Knowledge

Mar 30, 2020
Junyi Feng, Songyuan Li, Xi Li, Fei Wu, Qi Tian, Ming-Hsuan Yang, Haibin Ling


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Collaborative Distillation for Ultra-Resolution Universal Style Transfer

Mar 24, 2020
Huan Wang, Yijun Li, Yuehai Wang, Haoji Hu, Ming-Hsuan Yang

* Accepted by CVPR 2020, higher-resolution images than the camera-ready version 

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Rethinking Class-Balanced Methods for Long-Tailed Visual Recognition from a Domain Adaptation Perspective

Mar 24, 2020
Muhammad Abdullah Jamal, Matthew Brown, Ming-Hsuan Yang, Liqiang Wang, Boqing Gong

* Accepted for publication at CVPR2020 

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CycleISP: Real Image Restoration via Improved Data Synthesis

Mar 17, 2020
Syed Waqas Zamir, Aditya Arora, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang, Ling Shao

* CVPR 2020 (Oral) 

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Learning Enriched Features for Real Image Restoration and Enhancement

Mar 15, 2020
Syed Waqas Zamir, Aditya Arora, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang, Ling Shao


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Self-supervised Single-view 3D Reconstruction via Semantic Consistency

Mar 13, 2020
Xueting Li, Sifei Liu, Kihwan Kim, Shalini De Mello, Varun Jampani, Ming-Hsuan Yang, Jan Kautz

* Codes and other resources will be released at: https://sites.google.com/view/unsup-mesh/home 

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Gated Fusion Network for Degraded Image Super Resolution

Mar 04, 2020
Xinyi Zhang, Hang Dong, Zhe Hu, Wei-Sheng Lai, Fei Wang, Ming-Hsuan Yang

* Accepted by IJCV. The code will be publicly available at https://github.com/BookerDeWitt/GFN-IJCV 

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Model-Agnostic Structured Sparsification with Learnable Channel Shuffle

Feb 19, 2020
Xin-Yu Zhang, Kai Zhao, Taihong Xiao, Ming-Ming Cheng, Ming-Hsuan Yang


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Weakly-Supervised Semantic Segmentation by Iterative Affinity Learning

Feb 19, 2020
Xiang Wang, Sifei Liu, Huimin Ma, Ming-Hsuan Yang

* IJCV 2020 

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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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Deep Semantic Face Deblurring

Jan 19, 2020
Ziyi Shen, Wei-Sheng Lai, Tingfa Xu, Jan Kautz, Ming-Hsuan Yang

* Submitted to International Journal of Computer Vision (IJCV). arXiv admin note: text overlap with arXiv:1803.03345 

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Visual Question Answering on 360° Images

Jan 10, 2020
Shih-Han Chou, Wei-Lun Chao, Wei-Sheng Lai, Min Sun, Ming-Hsuan Yang

* Accepted to WACV 2020 

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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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RC-DARTS: Resource Constrained Differentiable Architecture Search

Dec 30, 2019
Xiaojie Jin, Jiang Wang, Joshua Slocum, Ming-Hsuan Yang, Shengyang Dai, Shuicheng Yan, Jiashi Feng

* Tech report 

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Controllable and Progressive Image Extrapolation

Dec 25, 2019
Yijun Li, Lu Jiang, Ming-Hsuan Yang


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Neural Design Network: Graphic Layout Generation with Constraints

Dec 19, 2019
Hsin-Ying Lee, Weilong Yang, Lu Jiang, Madison Le, Irfan Essa, Haifeng Gong, Ming-Hsuan Yang


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Adversarial Learning of Privacy-Preserving and Task-Oriented Representations

Nov 22, 2019
Taihong Xiao, Yi-Hsuan Tsai, Kihyuk Sohn, Manmohan Chandraker, Ming-Hsuan Yang

* AAAI 2020 

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Learning to Localize Sound Sources in Visual Scenes: Analysis and Applications

Nov 20, 2019
Arda Senocak, Tae-Hyun Oh, Junsik Kim, Ming-Hsuan Yang, In So Kweon

* To appear in TPAMI. arXiv admin note: substantial text overlap with arXiv:1803.03849 

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Dancing to Music

Nov 05, 2019
Hsin-Ying Lee, Xiaodong Yang, Ming-Yu Liu, Ting-Chun Wang, Yu-Ding Lu, Ming-Hsuan Yang, Jan Kautz

* NeurIPS 2019; Project page: https://github.com/NVlabs/Dancing2Music 

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Quadratic video interpolation

Nov 02, 2019
Xiangyu Xu, Li Siyao, Wenxiu Sun, Qian Yin, Ming-Hsuan Yang

* NeurIPS 2019, project website: https://sites.google.com/view/xiangyuxu/qvi_nips19 

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Progressive Domain Adaptation for Object Detection

Oct 24, 2019
Han-Kai Hsu, Chun-Han Yao, Yi-Hsuan Tsai, Wei-Chih Hung, Hung-Yu Tseng, Maneesh Singh, Ming-Hsuan Yang

* Accepted in WACV'20. Code and models will be available at https://github.com/kevinhkhsu/DA_detection 

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Referring Expression Object Segmentation with Caption-Aware Consistency

Oct 10, 2019
Yi-Wen Chen, Yi-Hsuan Tsai, Tiantian Wang, Yen-Yu Lin, Ming-Hsuan Yang

* Accepted in BMVC'19, project page at https://github.com/wenz116/lang2seg 

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