Self-training Avoids Using Spurious Features Under Domain Shift Jun 17, 2020 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Mining Label Distribution Drift in Unsupervised Domain Adaptation Jun 16, 2020 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Optimal Transport for Conditional Domain Matching and Label Shift Jun 15, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Domain Adaptation and Image Classification via Deep Conditional Adaptation Network Jun 14, 2020 Classification Domain Adaptation
— Unverified Exploring Category-Agnostic Clusters for Open-Set Domain Adaptation Jun 11, 2020 Clustering Domain Adaptation
— Unverified Adversarial Training Based Multi-Source Unsupervised Domain Adaptation for Sentiment Analysis Jun 10, 2020 Domain Adaptation Multi-Source Unsupervised Domain Adaptation
— Unverified ADMP: An Adversarial Double Masks Based Pruning Framework For Unsupervised Cross-Domain Compression Jun 7, 2020 Domain Adaptation Knowledge Distillation
— Unverified Unsupervised Domain Adaptation With Hierarchical Gradient Synchronization Jun 1, 2020 Domain Adaptation Partial Domain Adaptation
— Unverified Structure Preserving Generative Cross-Domain Learning Jun 1, 2020 Domain Adaptation Translation
— Unverified Enhanced Transport Distance for Unsupervised Domain Adaptation Jun 1, 2020 Domain Adaptation Transfer Learning
— Unverified Reliable Weighted Optimal Transport for Unsupervised Domain Adaptation Jun 1, 2020 Clustering Domain Adaptation
— Unverified Adaptation de domaine non supervis\'ee pour la reconnaissance de la langue par r\'egularisation d'un r\'eseau de neurones (Unsupervised domain adaptation for language identification by regularization of a neural network) Jun 1, 2020 Domain Adaptation Language Identification
— Unverified Disentanglement Then Reconstruction: Learning Compact Features for Unsupervised Domain Adaptation May 28, 2020 Disentanglement Domain Adaptation
— Unverified Unsupervised learning of multimodal image registration using domain adaptation with projected Earth Move's discrepancies May 28, 2020 Domain Adaptation Image Registration
— Unverified Balanced joint maximum mean discrepancy for deep transfer learning May 27, 2020 Domain Adaptation Image Classification
Code Code Available Contradistinguisher: A Vapnik's Imperative to Unsupervised Domain Adaptation May 25, 2020 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Unsupervised Domain Adaptation in Semantic Segmentation: a Review May 21, 2020 Autonomous Driving Domain Adaptation
— Unverified Domain Adaptive Relational Reasoning for 3D Multi-Organ Segmentation May 18, 2020 Domain Adaptation Organ Segmentation
— Unverified Joint Progressive Knowledge Distillation and Unsupervised Domain Adaptation May 16, 2020 Domain Adaptation Knowledge Distillation
Code Code Available An Inductive Transfer Learning Approach using Cycle-consistent Adversarial Domain Adaptation with Application to Brain Tumor Segmentation May 11, 2020 Brain Tumor Segmentation Domain Adaptation
— Unverified Quantum correlation alignment for unsupervised domain adaptation May 7, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Domain Adaptation in Highly Imbalanced and Overlapping Datasets May 7, 2020 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Domain Adaptive Multibranch Networks May 1, 2020 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Unsupervised Domain Adaptation for Acoustic Scene Classification Using Band-Wise Statistics Matching Apr 30, 2020 Acoustic Scene Classification Domain Adaptation
— Unverified Unsupervised Domain Adaptation with Multiple Domain Discriminators and Adaptive Self-Training Apr 27, 2020 Domain Adaptation Segmentation
— Unverified What Can Be Transferred: Unsupervised Domain Adaptation for Endoscopic Lesions Segmentation Apr 24, 2020 Domain Adaptation Semantic Segmentation
— Unverified Metric-Learning-Assisted Domain Adaptation Apr 23, 2020 Domain Adaptation Metric Learning
— Unverified Unsupervised Domain Adaptation through Inter-modal Rotation for RGB-D Object Recognition Apr 21, 2020 Domain Adaptation Object Categorization
Code Code Available Class Distribution Alignment for Adversarial Domain Adaptation Apr 20, 2020 Domain Adaptation General Classification
— Unverified Unsupervised Person Re-identification via Multi-label Classification Apr 20, 2020 Classification General Classification
— Unverified AD-Cluster: Augmented Discriminative Clustering for Domain Adaptive Person Re-identification Apr 19, 2020 Clustering Diversity
— Unverified Uncertainty-Aware Consistency Regularization for Cross-Domain Semantic Segmentation Apr 19, 2020 Domain Adaptation Semantic Segmentation
— Unverified Online Meta-Learning for Multi-Source and Semi-Supervised Domain Adaptation Apr 9, 2020 Domain Adaptation Meta-Learning
— Unverified Towards Reusable Network Components by Learning Compatible Representations Apr 8, 2020 Computational Efficiency Domain Adaptation
— Unverified Unsupervised Domain Adaptation with Progressive Domain Augmentation Apr 3, 2020 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Handling new target classes in semantic segmentation with domain adaptation Apr 2, 2020 Domain Adaptation Scene Segmentation
Code Code Available Semantic Domain Adversarial Networks for Unsupervised Domain Adaptation Mar 30, 2020 Domain Adaptation Object Recognition
— Unverified Spatial Attention Pyramid Network for Unsupervised Domain Adaptation Mar 29, 2020 Domain Adaptation Instance Segmentation
— Unverified Mutual Learning Network for Multi-Source Domain Adaptation Mar 29, 2020 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Adaptive Object Detection with Dual Multi-Label Prediction Mar 29, 2020 Domain Adaptation Image-to-Image Translation
— Unverified Learning transferable and discriminative features for unsupervised domain adaptation Mar 26, 2020 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Domain Adaptation by Class Centroid Matching and Local Manifold Self-Learning Mar 20, 2020 Domain Adaptation Self-Learning
Code Code Available Self-Guided Adaptation: Progressive Representation Alignment for Domain Adaptive Object Detection Mar 19, 2020 Domain Adaptation object-detection
— Unverified Cross-domain Self-supervised Learning for Domain Adaptation with Few Source Labels Mar 18, 2020 Domain Adaptation Self-Supervised Learning
— Unverified Unsupervised Domain Adaptation Through Transferring both the Source-Knowledge and Target-Relatedness Simultaneously Mar 18, 2020 BIG-bench Machine Learning Domain Adaptation
— Unverified A Label Proportions Estimation Technique for Adversarial Domain Adaptation in Text Classification Mar 16, 2020 Classification Domain Adaptation
— Unverified Domain Adaptive Ensemble Learning Mar 16, 2020 Domain Adaptation Domain Generalization
— Unverified Adapting Object Detectors with Conditional Domain Normalization Mar 16, 2020 3D Object Detection Attribute
— Unverified Semantic Segmentation of highly class imbalanced fully labelled 3D volumetric biomedical images and unsupervised Domain Adaptation of the pre-trained Segmentation Network to segment another fully unlabelled Biomedical 3D Image stack Mar 13, 2020 Domain Adaptation Segmentation
— Unverified Domain Adaptation with Conditional Distribution Matching and Generalized Label Shift Mar 10, 2020 Domain Adaptation Multi-class Classification
— Unverified 