2020
Online Adaptation for Consistent Mesh Reconstruction in the Wild
Xueting Li, Sifei Liu, Shalini De Mello, Kihwan Kim, Xiaolong Wang, Ming-Hsuan Yang, and Jan Kautz
Advances in Neural Information Processing Systems (NeurIPS), December, 2020
Regularizing Meta-Learning via Gradient Dropout
Hung-Yu Tseng, Yi-Wen Chen, Yi-Hsuan Tsai, Sifei Liu, Yen-Yu Lin, and Ming-Hsuan Yang
Asian Conference on Computer Vision (ACCV), December, 2020
Project website
Unsupervised Domain Adaptation for Spatio-Temporal Action Localization
Nakul Agarwal, Yi-Ting Chen, Behzad Dariush, and Ming-Hsuan Yang
British Machine Vision Conference (BMVC), September, 2020
Mixup-CAM: Weakly-supervised Semantic Segmentation via Uncertainty Regularization
Yu-Ting Chang, Qiaosong Wang, Wei-Chih Hung, Robinson Piramuthu, Yi-Hsuan Tsai, and Ming-Hsuan Yang
British Machine Vision Conference (BMVC), September, 2020
Controllable Image Synthesis via SegVAE
Yen-Chi Cheng, Hsin-Ying Lee, Min Sun, and Ming-Hsuan Yang
European Conference on Computer Vision (ECCV), August, 2020
Project website
Neural Design Network: Graphic Layout Generation with Constraints
Hsin-Ying Lee, Lu Jiang, Irfan Essa, Phuong B Le, Haifeng Gong, Ming-Hsuan Yang, and Weilong Yang
European Conference on Computer Vision (ECCV), August, 2020
RetrieveGAN: Image Synthesis via Differentiable Patch Retrieval
Hung-Yu Tseng, Hsin-Ying Lee, Lu Jiang, Ming-Hsuan Yang, and Weilong Yang
European Conference on Computer Vision (ECCV), August, 2020
Modeling Artistic Workflows for Image Generation and Editing
Hung-Yu Tseng, Matthew Fisher, Jingwan Lu, Yijun Li, Vladimir Kim, Ming-Hsuan Yang
European Conference on Computer Vision (ECCV), August, 2020
Project website
Every Pixel Matters: Center-aware Feature Alignment for Domain Adaptive Object Detector
Cheng-Chun Hsu, Yi-Hsuan Tsai, Yen-Yu Lin, Ming-Hsuan Yang
European Conference on Computer Vision (ECCV), August, 2020
Project website
Learnable Cost Volume using the Cayley Representation
Taihong Xiao, Jinwei Yuan, Deqing Sun, Qifei Wang, Xin-Yu Zhang, Kehan Xu, Ming-Hsuan Yang
European Conference on Computer Vision (ECCV), August, 2020
Video Object Detection via Object-level Temporal Aggregation
Chun-Han Yao, Chen Fang, Xiaohui Shen, Yangyue Wan, and Ming-Hsuan Yang
European Conference on Computer Vision (ECCV), August, 2020
Self-supervised Single-view 3D Reconstruction via Semantic Consistency
Xueting Li, Sifei Liu, Kihwan Kim, Shalini De Mello, Varun Jampani, Ming-Hsuan Yang, and Jan Kautz
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2020
Project website
Weakly-Supervised Semantic Segmentation via Sub-category Exploration
Yu-Ting Chang, Qiaosong Wang, Wei-Chih Hung, Robinson Piramuthu, Yi-Hsuan Tsai, and Ming-Hsuan Yang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2020
Project website
Single-Image HDR Reconstruction by Learning to Reverse the Camera Pipeline
Yu-Lun Liu, Wei-Sheng Lai, Yu-Sheng Chen, Yi-Lung Kao, Ming-Hsuan Yang, Yung-Yu Chuang, and Jia-Bin Huang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2020
Project website
Collaborative Distillation for Ultra-Resolution Universal Style Transfer
Huan Wang, Yijun Li, Yuehai Wang, Haoji Hu,and Ming-Hsuan Yang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2020
Project website
Learning to See Through Obstructions
Yu-Lun Liu, Wei-Sheng Lai, Ming-Hsuan Yang, Yung-Yu Chaung, and Jia-Bin Huang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June, 2020
Project website
Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation
Hung-Yu Tseng, Hsin-Ying Lee, Jia-Bin Huang, and Ming-Hsuan Yang
International Conference on Learning Representations (ICLR), April, 2020
Project website
Progressive Domain Adaptation for Object Detection
Han-Kai Hsu, Chun-Han Yao, Yi-Hsuan Tsai, Wei-Chih Hung, Hung-Yu Tseng, Maneesh Singh, and Ming-Hsuan Yang
IEEE Winter Conference on Applications of Computer Vision (WACV), March, 2020
Project website
Fast Video Multi-Style Transfer
Wei Gao, Yijun Li, Yihang Yin, and Ming-Hsuan Yang
IEEE Winter Conference on Applications of Computer Vision (WACV), March, 2020
Image Hashing via Linear Discriminant Learning
Weixiang Hong, Yu-Ting Chang, Haifang Qin, Wei-Chih Hung, Yi-Hsuan Tsai, and Ming-Hsuan Yang
IEEE Winter Conference on Applications of Computer Vision (WACV), March, 2020
Visual Question Answering on 360° Images
Shih-Han Chou, Wei-Lun Chao, Wei-Sheng Lai, Min Sun, and Ming-Hsuan Yang
IEEE Winter Conference on Applications of Computer Vision (WACV), March, 2020
Adversarial Learning of Privacy-Preserving and Task-Oriented Representations
Taihong Xiao, Yi-Hsuan Tsai, Kihyuk Sohn, Manmohan Chandraker, and Ming-Hsuan Yang
National Conference on Artificial Intelligence (AAAI), February, 2020