Open set domain adaptation
Some materials about open set domain adaptation, where the label space of source domain and target domain are intersection but not the same.
- arxiv 20190503 Known-class Aware Self-ensemble for Open Set Domain Adaptation
- CVPR 2019 Weakly Supervised Open-set Domain Adaptation by Dual-domain Collaboration
- CVPR 2019 Separate to Adapt: Open Set Domain Adaptation via Progressive Separation
- CVPR 2019 Universal Domain Adaptation
- arxiv 20180531 Learning Factorized Representations for Open-set Domain Adaptation
- ECCV 2018 Open Set Domain Adaptation by Backpropagation
- NIPS 2017 Label Efficient Learning of Transferable Representations across Domains and Tasks
- ICCV 2017 Open Set Domain Adaptation
- code: open-set-da
Open set recognition
Some materials about open set recognition. In this setting, some unknown classes will be contained in the test dataset.