Domain Adaptation

Synergistic Image and Feature Adaptation: Towards Cross-Modality Domain Adaptation for Medical Image Segmentation AAAI 2019 Taking a Closer Look at Domain Shift: Category-Level Adversaries for Semantics Consistent Domain Adaptation CVPR 2019 Task Refinement Learning for Improved Accuracy and Stability of Unsupervised Domain Adaptation ACL 2019 Terminology-Aware Segmentation and Domain Feature for the WMT19 Biomedical Translation Task ACL 2019 Towards Universal Object Detection by Domain Attention CVPR 2019 Transductive Zero-Shot Learning via Visual Center Adaptation AAAI 2019 Transfer Anomaly Detection by Inferring Latent Domain Representations NeurIPS 2019 Transferrable Prototypical Networks for Unsupervised Domain Adaptation CVPR 2019 Typography With Decor: Intelligent Text Style Transfer CVPR 2019 Universal Domain Adaptation CVPR 2019 Unsupervised Domain Adaptation Based on Source-Guided Discrepancy AAAI 2019 Unsupervised Domain Adaptation by Matching Distributions Based on the Maximum Mean Discrepancy via Unilateral Transformations AAAI 2019 Unsupervised Domain Adaptation for Neural Machine Translation with Domain-Aware Feature Embeddings EMNLP 2019 Unsupervised Domain Adaptation for ToF Data Denoising With Adversarial Learning CVPR 2019 Unsupervised Domain Adaptation Using Feature-Whitening and Consensus Loss CVPR 2019 Unsupervised Visual Domain Adaptation: A Deep Max-Margin Gaussian Process Approach CVPR 2019 AdaDepth: Unsupervised Content Congruent Adaptation for Depth Estimation CVPR 2018 Adversarial Domain Adaptation for Duplicate Question Detection EMNLP 2018 Algorithms and Theory for Multiple-Source Adaptation NeurIPS 2018 Aligning Infinite-Dimensional Covariance Matrices in Reproducing Kernel Hilbert Spaces for Domain Adaptation CVPR 2018 A Unified Feature Disentangler for Multi-Domain Image Translation and Manipulation NeurIPS 2018 Boosting Domain Adaptation by Discovering Latent Domains CVPR 2018 Camera Style Adaptation for Person Re-Identification CVPR 2018 Conditional Adversarial Domain Adaptation NeurIPS 2018 Conditional Generative Adversarial Network for Structured Domain Adaptation CVPR 2018