Domain Adaptation

Re-Weighted Adversarial Adaptation Network for Unsupervised Domain Adaptation CVPR 2018 ROAD: Reality Oriented Adaptation for Semantic Segmentation of Urban Scenes CVPR 2018 The Price of Fair PCA: One Extra dimension NeurIPS 2018 Unsupervised Domain Adaptation With Similarity Learning CVPR 2018 Unsupervised Heterogeneous Domain Adaptation with Sparse Feature Transformation ACML 2018 Zoom and Learn: Generalizing Deep Stereo Matching to Novel Domains CVPR 2018 Adversarial Adaptation of Synthetic or Stale Data ACL 2017 Adversarial Discriminative Domain Adaptation CVPR 2017 Can Syntax Help? Improving an LSTM-based Sentence Compression Model for New Domains ACL 2017 Domain Adaptation by Mixture of Alignments of Second- or Higher-Order Scatter Tensors CVPR 2017 Domain Attention with an Ensemble of Experts ACL 2017 Few-Shot Adversarial Domain Adaptation NeurIPS 2017 Handling Cold-Start Problem in Review Spam Detection by Jointly Embedding Texts and Behaviors ACL 2017 Instance Weighting for Neural Machine Translation Domain Adaptation EMNLP 2017 Interspecies Knowledge Transfer for Facial Keypoint Detection CVPR 2017 Joint distribution optimal transportation for domain adaptation NeurIPS 2017 Learning to Pivot with Adversarial Networks NeurIPS 2017 MarrNet: 3D Shape Reconstruction via 2.5D Sketches NeurIPS 2017 Population Matching Discrepancy and Applications in Deep Learning NeurIPS 2017 Recycling Privileged Learning and Distribution Matching for Fairness NeurIPS 2017 Semi-Supervised QA with Generative Domain-Adaptive Nets ACL 2017 Triangle Generative Adversarial Networks NeurIPS 2017 Constrained Deep Transfer Feature Learning and Its Applications CVPR 2016 Coupled Generative Adversarial Networks NeurIPS 2016 Domain Separation Networks NeurIPS 2016