Deep Cocktail Network: Multi-source Unsupervised Domain Adaptation with Category Shift Mar 2, 2018 Domain Adaptation Multi-Source Unsupervised Domain Adaptation
Code Code Available Learning Weighted Representations for Generalization Across Designs Feb 23, 2018 Causal Inference Domain Adaptation
— Unverified A DIRT-T Approach to Unsupervised Domain Adaptation Feb 23, 2018 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Multinomial Adversarial Networks for Multi-Domain Text Classification Feb 15, 2018 Classification Cross-Domain Text Classification
Code Code Available Unsupervised Deep Domain Adaptation for Pedestrian Detection Feb 9, 2018 Domain Adaptation Pedestrian Detection
— Unverified Deep Adversarial Attention Alignment for Unsupervised Domain Adaptation: the Benefit of Target Expectation Maximization Jan 30, 2018 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Discriminative and Geometry Aware Unsupervised Domain Adaptation Dec 28, 2017 Domain Adaptation image-classification
— Unverified Incremental Adversarial Domain Adaptation for Continually Changing Environments Dec 20, 2017 Domain Adaptation Generative Adversarial Network
— Unverified Unsupervised Domain Adaptation for 3D Keypoint Estimation via View Consistency Dec 15, 2017 Domain Adaptation Keypoint Estimation
Code Code Available Maximum Classifier Discrepancy for Unsupervised Domain Adaptation Dec 7, 2017 Domain Adaptation image-classification
Code Code Available Stretching Domain Adaptation: How far is too far? Dec 6, 2017 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Image to Image Translation for Domain Adaptation Dec 1, 2017 Domain Adaptation Image-to-Image Translation
— Unverified Minimal-Entropy Correlation Alignment for Unsupervised Deep Domain Adaptation Nov 28, 2017 Domain Adaptation General Classification
Code Code Available Learning to cluster in order to transfer across domains and tasks Nov 28, 2017 Clustering Constrained Clustering
Code Code Available Unsupervised Domain Adaptation with Similarity Learning Nov 24, 2017 Domain Adaptation General Classification
— Unverified Person Transfer GAN to Bridge Domain Gap for Person Re-Identification Nov 23, 2017 Generative Adversarial Network Person Re-Identification
Code Code Available Adversarial Feature Augmentation for Unsupervised Domain Adaptation Nov 23, 2017 Data Augmentation Domain Adaptation
Code Code Available Unsupervised Adaptation with Domain Separation Networks for Robust Speech Recognition Nov 21, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Parameter Reference Loss for Unsupervised Domain Adaptation Nov 20, 2017 Domain Adaptation Model Selection
— Unverified Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification Nov 19, 2017 Domain Adaptation Generative Adversarial Network
Code Code Available Robust Unsupervised Domain Adaptation for Neural Networks via Moment Alignment Nov 16, 2017 Domain Adaptation Object Recognition
Code Code Available Adversarial Dropout Regularization Nov 5, 2017 Domain Adaptation General Classification
— Unverified Domain Adaptation for Relation Extraction with Domain Adversarial Neural Network Nov 1, 2017 Domain Adaptation Relation
— Unverified VisDA: The Visual Domain Adaptation Challenge Oct 18, 2017 Domain Adaptation General Classification
Code Code Available PUnDA: Probabilistic Unsupervised Domain Adaptation for Knowledge Transfer Across Visual Categories Oct 1, 2017 Domain Adaptation General Classification
— Unverified 