Domain Adaptation

Machine Translation of Restaurant Reviews: New Corpus for Domain Adaptation and Robustness EMNLP 2019 Machine Translation With Weakly Paired Documents EMNLP 2019 Multi-marginal Wasserstein GAN NeurIPS 2019 Multi-source Domain Adaptation for Semantic Segmentation NeurIPS 2019 Multi-View Domain Adapted Sentence Embeddings for Low-Resource Unsupervised Duplicate Question Detection EMNLP 2019 Naver Labs Europe’s Systems for the WMT19 Machine Translation Robustness Task ACL 2019 Not All Areas Are Equal: Transfer Learning for Semantic Segmentation via Hierarchical Region Selection CVPR 2019 NTT’s Machine Translation Systems for WMT19 Robustness Task ACL 2019 PointDAN: A Multi-Scale 3D Domain Adaption Network for Point Cloud Representation NeurIPS 2019 Progressive Feature Alignment for Unsupervised Domain Adaptation CVPR 2019 Real-Time Self-Adaptive Deep Stereo CVPR 2019 Regularized Learning for Domain Adaptation under Label Shifts ICLR 2019 REPAIR: Removing Representation Bias by Dataset Resampling CVPR 2019 Reversing Gradients in Adversarial Domain Adaptation for Question Deduplication and Textual Entailment Tasks ACL 2019 Robust Estimation of Similarity Transformation for Visual Object Tracking AAAI 2019 Self-Ensembling Attention Networks: Addressing Domain Shift for Semantic Segmentation AAAI 2019 Self-Supervised Adaptation of High-Fidelity Face Models for Monocular Performance Tracking CVPR 2019 Separate to Adapt: Open Set Domain Adaptation via Progressive Separation CVPR 2019 Sequence-To-Sequence Domain Adaptation Network for Robust Text Image Recognition CVPR 2019 Shallow Domain Adaptive Embeddings for Sentiment Analysis EMNLP 2019 Sim2real transfer learning for 3D human pose estimation: motion to the rescue NeurIPS 2019 Sim-To-Real via Sim-To-Sim: Data-Efficient Robotic Grasping via Randomized-To-Canonical Adaptation Networks CVPR 2019 Single Image Reflection Removal Exploiting Misaligned Training Data and Network Enhancements CVPR 2019 Sliced Wasserstein Discrepancy for Unsupervised Domain Adaptation CVPR 2019 SParC: Cross-Domain Semantic Parsing in Context ACL 2019