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 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 KULeuven-LIIR at SemEval-2017 Task 12: Cross-Domain Temporal Information Extraction from Clinical Records Aug 1, 2017 All Domain Adaptation
Code Code Available 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 Unsupervised Domain Adaptation for Robust Speech Recognition via Variational Autoencoder-Based Data Augmentation Jul 19, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified When Unsupervised Domain Adaptation Meets Tensor Representations Jul 19, 2017 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 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 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 From source to target and back: symmetric bi-directional adaptive GAN May 24, 2017 Domain Adaptation Image Generation
— Unverified Joint Distribution Optimal Transportation for Domain Adaptation May 24, 2017 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 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 