Sample-to-Sample Correspondence for Unsupervised Domain Adaptation May 1, 2018 Domain Adaptation General Classification
— Unverified Unsupervised Cross-Modality Domain Adaptation of ConvNets for Biomedical Image Segmentations with Adversarial Loss Apr 29, 2018 Domain Adaptation Transfer Learning
Code Code Available Adaptation and Re-Identification Network: An Unsupervised Deep Transfer Learning Approach to Person Re-Identification Apr 25, 2018 Domain Adaptation Person Re-Identification
— Unverified Unsupervised Domain Adaptation with Adversarial Residual Transform Networks Apr 25, 2018 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Adversarial Alignment of Class Prediction Uncertainties for Domain Adaptation Apr 12, 2018 Domain Adaptation image-classification
— Unverified Adversarial Teacher-Student Learning for Unsupervised Domain Adaptation Apr 2, 2018 Domain Adaptation Transfer Learning
— Unverified DeepJDOT: Deep Joint Distribution Optimal Transport for Unsupervised Domain Adaptation Mar 27, 2018 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Transferable Joint Attribute-Identity Deep Learning for Unsupervised Person Re-Identification Mar 26, 2018 Attribute Deep Learning
— Unverified Importance Weighted Adversarial Nets for Partial Domain Adaptation Mar 25, 2018 Domain Adaptation Partial Domain Adaptation
— Unverified Unsupervised Domain Adaptation: A Multi-task Learning-based Method Mar 25, 2018 Domain Adaptation Multi-Task Learning
— Unverified Unsupervised Domain Adaptation: from Simulation Engine to the RealWorld Mar 24, 2018 Domain Adaptation Unsupervised Domain Adaptation
— Unverified AdaDepth: Unsupervised Content Congruent Adaptation for Depth Estimation Mar 5, 2018 Depth Estimation Domain Adaptation
— Unverified 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 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 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 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 