Reliable Weighted Optimal Transport for Unsupervised Domain Adaptation Jun 1, 2020 Clustering Domain Adaptation
— Unverified Enhanced Transport Distance for Unsupervised Domain Adaptation Jun 1, 2020 Domain Adaptation Transfer Learning
— Unverified Stochastic Classifiers for Unsupervised Domain Adaptation Jun 1, 2020 Domain Adaptation image-classification
Code Code Available Structure Preserving Generative Cross-Domain Learning Jun 1, 2020 Domain Adaptation Translation
— Unverified Unsupervised Domain Adaptation With Hierarchical Gradient Synchronization Jun 1, 2020 Domain Adaptation Partial Domain Adaptation
— Unverified Neural Unsupervised Domain Adaptation in NLP---A Survey May 31, 2020 Domain Adaptation Out-of-Distribution Generalization
Code Code Available Unsupervised learning of multimodal image registration using domain adaptation with projected Earth Move's discrepancies May 28, 2020 Domain Adaptation Image Registration
— Unverified Disentanglement Then Reconstruction: Learning Compact Features for Unsupervised Domain Adaptation May 28, 2020 Disentanglement Domain Adaptation
— 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 Style Normalization and Restitution for Generalizable Person Re-identification May 22, 2020 Disentanglement Domain Adaptation
Code Code Available 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 Super-Resolution Domain Adaptation Networks for Semantic Segmentation via Pixel and Output Level Aligning May 13, 2020 Domain Adaptation Segmentation
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 Domain Adaptation in Highly Imbalanced and Overlapping Datasets May 7, 2020 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Quantum correlation alignment for unsupervised domain adaptation May 7, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Unsupervised Instance Segmentation in Microscopy Images via Panoptic Domain Adaptation and Task Re-weighting May 5, 2020 Domain Adaptation Instance Segmentation
Code Code Available 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 Towards Accurate and Robust Domain Adaptation under Noisy Environments Apr 27, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Maximum Density Divergence for Domain Adaptation Apr 27, 2020 Domain Adaptation Metric Learning
Code Code Available 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 Unsupervised Person Re-identification via Multi-label Classification Apr 20, 2020 Classification General Classification
— Unverified Class Distribution Alignment for Adversarial Domain Adaptation Apr 20, 2020 Domain Adaptation 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 Multi-source Attention for Unsupervised Domain Adaptation Apr 14, 2020 Domain Adaptation General Classification
Code Code Available Adversarial Style Mining for One-Shot Unsupervised Domain Adaptation Apr 13, 2020 Domain Adaptation domain classification
Code Code Available FDA: Fourier Domain Adaptation for Semantic Segmentation Apr 11, 2020 Domain Adaptation Segmentation
Code Code Available Phase Consistent Ecological Domain Adaptation Apr 10, 2020 Domain Adaptation Segmentation
Code Code Available 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 Gradually Vanishing Bridge for Adversarial Domain Adaptation Mar 30, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Mutual Learning Network for Multi-Source Domain Adaptation Mar 29, 2020 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Spatial Attention Pyramid Network for Unsupervised Domain Adaptation Mar 29, 2020 Domain Adaptation Instance Segmentation
— 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 Unsupervised Domain Adaptation via Structurally Regularized Deep Clustering Mar 19, 2020 Clustering Deep Clustering
Code Code Available Self-Guided Adaptation: Progressive Representation Alignment for Domain Adaptive Object Detection Mar 19, 2020 Domain Adaptation object-detection
— Unverified Differential Treatment for Stuff and Things: A Simple Unsupervised Domain Adaptation Method for Semantic Segmentation Mar 18, 2020 Domain Adaptation Semantic Segmentation
Code Code Available Cross-domain Self-supervised Learning for Domain Adaptation with Few Source Labels Mar 18, 2020 Domain Adaptation Self-Supervised Learning
— Unverified 