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 Unsupervised Domain Adaptation with Copula Models Sep 29, 2017 Domain Adaptation regression
— Unverified Unsupervised Domain Adaptation for Face Recognition in Unlabeled Videos Aug 7, 2017 Data Augmentation Domain Adaptation
— Unverified Unsupervised Domain Adaptation for Clinical Negation Detection Aug 1, 2017 Domain Adaptation Negation
— Unverified Hitachi at SemEval-2017 Task 12: System for temporal information extraction from clinical notes Aug 1, 2017 Domain Adaptation Question Answering
— Unverified KULeuven-LIIR at SemEval-2017 Task 12: Cross-Domain Temporal Information Extraction from Clinical Records Aug 1, 2017 All Domain Adaptation
Code Code Available When Unsupervised Domain Adaptation Meets Tensor Representations Jul 19, 2017 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Unsupervised Domain Adaptation for Robust Speech Recognition via Variational Autoencoder-Based Data Augmentation Jul 19, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Zero-Shot Classification With Discriminative Semantic Representation Learning Jul 1, 2017 Attribute Classification
— Unverified Model Selection with Nonlinear Embedding for Unsupervised Domain Adaptation Jun 23, 2017 Domain Adaptation General Classification
— Unverified Nonlinear Embedding Transform for Unsupervised Domain Adaptation Jun 22, 2017 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Deep Hashing Network for Unsupervised Domain Adaptation Jun 22, 2017 Deep Hashing Domain Adaptation
Code Code Available Unsupervised Domain Adaptation with Random Walks on Target Labelings Jun 16, 2017 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Unsupervised Person Re-identification: Clustering and Fine-tuning May 30, 2017 Clustering Person Re-Identification
Code Code Available Joint Distribution Optimal Transportation for Domain Adaptation May 24, 2017 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available From source to target and back: symmetric bi-directional adaptive GAN May 24, 2017 Domain Adaptation Image Generation
— Unverified Correlation Alignment by Riemannian Metric for Domain Adaptation May 23, 2017 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Joint Geometrical and Statistical Alignment for Visual Domain Adaptation May 16, 2017 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Detach and Adapt: Learning Cross-Domain Disentangled Deep Representation May 3, 2017 Attribute Disentanglement
— Unverified Mind the Class Weight Bias: Weighted Maximum Mean Discrepancy for Unsupervised Domain Adaptation May 1, 2017 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Unsupervised Creation of Parameterized Avatars Apr 19, 2017 Domain Adaptation Unsupervised Domain Adaptation
— Unverified A Theory of Output-Side Unsupervised Domain Adaptation Mar 5, 2017 Domain Adaptation Generalization Bounds
— Unverified Addressing Appearance Change in Outdoor Robotics with Adversarial Domain Adaptation Mar 4, 2017 Autonomous Driving Domain Adaptation
— Unverified Asymmetric Tri-training for Unsupervised Domain Adaptation Feb 27, 2017 Domain Adaptation Sentiment Analysis
Code Code Available Just DIAL: DomaIn Alignment Layers for Unsupervised Domain Adaptation Feb 21, 2017 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Adversarial Discriminative Domain Adaptation Feb 17, 2017 Domain Adaptation General Classification
Code Code Available 