2019cvpr迁移学习

CVPR paper
Learning to Transfer Examples for Partial Domain Adaptation

Unsupervised Visual Domain Adaptation: A Deep Max-Margin Gaussian Process Approach(Oral)

Adversarial Entropy Minimization for Domain Adaptation in Semantic Segmentation

542.Contrastive Adaptation Network for Unsupervised Domain Adaptation
作者:Guoliang Kang, Lu Jiang, Yi Yang, Alexander G Hauptmann
论文链接:https://arxiv.org/pdf/1901.00976.pdf

538.Weakly Supervised Open-set Domain Adaptation by Dual-domain Collaboration
作者:Shuhan Tan, Jiening Jiao, Wei-Shi Zheng
论文链接:https://arxiv.org/abs/1904.13179

527.Universal Domain Adaptation
作者:Kaichao You, Mingsheng Long, Zhangjie Cao, Jianmin Wang, and Michael . Jordan
论文链接:https://youkaichao.github.io/files/cvpr2019/1628.pdf
源码链接:https://github.com/thuml/Universal-Domain-Adaptation

519.Bidirectional Learning for Domain Adaptation of Semantic Segmentation
作者:Yunsheng Li, Lu Yuan, Nuno Vasconcelos
论文链接:https://arxiv.org/abs/1904.10620
源码链接:https://github.com/liyunsheng13/BDL

518.Improving Few-Shot User-Specific Gaze Adaptation via Gaze Redirection Synthesis
作者:Yu Yu, Gang Liu, Jean-Marc Odobez
论文链接:https://arxiv.org/abs/1904.10638

516.Transferrable Prototypical Networks for Unsupervised Domain Adaptation(Oral)
作者:Yingwei Pan, Ting Yao, Yehao Li, Yu Wang, Chong-Wah Ngo, Tao Mei
论文链接:https://arxiv.org/abs/1904.11227

371.Domain-Symmetric Networks for Adversarial Domain Adaptation
作者:Yabin Zhang, Hui Tang, Kui Jia, Mingkui Tan
论文链接:https://arxiv.org/abs/1904.04663

335.Geometry-Aware Symmetric Domain Adaptation for Monocular Depth Estimation
作者:Shanshan Zhao, Huan Fu, Mingming Gong, Dacheng Tao
论文链接:https://arxiv.org/abs/1904.01870
源码链接:https://github.com/sshan-zhao/GASDA

228.Knowledge Adaptation for Efficient Semantic Segmentation(语义分割)
作者:Tong He, Chunhua Shen, Zhi Tian, Dong Gong, Changming Sun, Youliang Yan
论文链接:https://arxiv.org/abs/1903.04688

206.AdaGraph: Unifying Predictive and ContinuousDomain Adaptation through Graphs(Oral)
作者:Massimiliano Mancini, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci
论文链接:https://arxiv.org/abs/1903.07062

141.Sliced Wasserstein Discrepancy for Unsupervised Domain Adaptation(领域自适应)
作者:Chen-Yu Lee, Tanmay Batra, Mohammad Haris Baig, Daniel Ulbricht
论文链接:https://arxiv.org/abs/1903.04064

23.Taking A Closer Look at Domain Shift: Category-level Adversaries for Semantics Consistent Domain Adaptation(Oral)
作者:Yawei Luo, Liang Zheng, Tao Guan, Junqing Yu, Yi Yang
论文链接:https://arxiv.org/abs/1809.09478
源码链接:https://github.com/RoyalVane/CLAN

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