SN-GAN簡介 - Spectral Normalization for Generative Adversarial Networks
Takeru Miyato, Toshiki Kataoka, Masanori Koyama, Yuichi Yoshida. “Spectral Normalization for Generative Adversarial Networks”. ICLR 2018
ICLR 2018 paper (oral)
Deep image prior 簡介 - 不需資料集即可使用深度學習進行圖像修復/去雜訊等任務
Dmitry Ulyanov, Andrea Vedaldi, Victor Lempitsky; “Deep Image Prior.” In The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018.
CVPR 2018 paper
GAM簡介 - Domain transfer through deep activation matching
Haoshuo Huang, Qixing Huang, Philipp Krahenbuhl;“Domain transfer through deep activation matching”; The European Conference on Computer Vision (ECCV), 2018, pp. 590-605
ECCV 2018 paper
Gated Convolution 圖像修復任務 Deepfillv2 - Free-Form Image Inpainting with Gated Convolution
Jiahui Yu, Zhe Lin, Jimei Yang, Xiaohui Shen, Xin Lu, Thomas S. Huang; “Free-Form Image Inpainting with Gated Convolution”
10 Jun 2018 發佈， 目前尚未被 Conference 接收。
Partial Convolution 圖像修復任務PConv簡介 - Image Inpainting for Irregular Holes Using Partial Convolutions
Guilin Liu, Fitsum A. Reda, Kevin J. Shih, Ting-Chun Wang, Andrew Tao, Bryan Catanzaro; “Image Inpainting for Irregular Holes Using Partial Convolutions”; The European Conference on Computer Vision (ECCV), 2018.
ECCV 2018 paper, Nvidia團隊提出
CBST簡介 - Unsupervised Domain Adaptation for Semantic Segmentation via Class-Balanced Self-Training
Yang Zou, Zhiding Yu, B.V.K. Vijaya Kumar, Jinsong Wangl; “Unsupervised Domain Adaptation for Semantic Segmentation via Class-Balanced Self-Training”; The European Conference on Computer Vision (ECCV), 2018, pp. 289-305
ECCV 2018 paper
淘寶網的人物提取論文簡介 - Semantic Human Matting
Quan Chen, Tiezheng Ge, Yanyu Xu, Zhiqiang Zhang, Xinxin Yang, Kun Gai, “Semantic Human Matting”, arXiv:1809.01354
ACM 2018 paper - 阿里巴巴(Alibaba)團隊提出
透過Python Line Chatbot 被邀請入群說出謝謝 - Group chats
in Chatbot on Example, Line
透過Line ChatBot實現進入群組後自動說感謝的功能。
Line chatbot 系列 - group chats，
Look into Person簡介 - Look into Person Self-supervised Structure-sensitive Learning and A New Benchmark for Human Parsing
Ke Gong, Xiaodan Liang, Dongyu Zhang, Xiaohui Shen, Liang Lin, “Look into Person: Self-supervised Structure-sensitive Learning and A New Benchmark for Human Parsing”, arXiv:1703.05446
CVPR 2017 paper
pix2pixHD簡介 - High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs
Ting-Chun Wang, Ming-Yu Liu, Jun-Yan Zhu, Andrew Tao, Jan Kautz, Bryan Catanzaro, “High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs”, arXiv:1711.11585
CVPR 2018 paper - Nvidia 團隊提出