Effective Unsupervised Domain Adaptation with Adversarially Trained Language Models Oct 5, 2020 Domain Adaptation named-entity-recognition
Code Code Available Test-time Unsupervised Domain Adaptation Oct 5, 2020 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Hierarchical Domain-Adapted Feature Learning for Video Saliency Prediction Oct 2, 2020 Domain Adaptation Saliency Detection
Code Code Available Distributionally Robust Learning for Unsupervised Domain Adaptation Sep 28, 2020 Density Ratio Estimation Domain Adaptation
— Unverified Unsupervised Model Adaptation for Continual Semantic Segmentation Sep 26, 2020 Continual Semantic Segmentation Domain Adaptation
Code Code Available Affinity Space Adaptation for Semantic Segmentation Across Domains Sep 26, 2020 Domain Adaptation Segmentation
Code Code Available Deep Adversarial Transition Learning using Cross-Grafted Generative Stacks Sep 25, 2020 Decoder Domain Adaptation
— Unverified Feature Adaptation of Pre-Trained Language Models across Languages and Domains with Robust Self-Training Sep 24, 2020 Domain Adaptation Text Classification
Code Code Available BoMuDANet: Unsupervised Adaptation for Visual Scene Understanding in Unstructured Driving Environments Sep 22, 2020 Domain Adaptation Scene Understanding
Code Code Available My Health Sensor, my Classifier: Adapting a Trained Classifier to Unlabeled End-User Data Sep 22, 2020 Domain Adaptation Sleep apnea detection
— Unverified Unsupervised Domain Adaptation for Person Re-Identification through Source-Guided Pseudo-Labeling Sep 20, 2020 Domain Adaptation Metric Learning
— Unverified Consistency Regularization with High-dimensional Non-adversarial Source-guided Perturbation for Unsupervised Domain Adaptation in Segmentation Sep 18, 2020 Domain Adaptation Semantic Segmentation
— Unverified Unsupervised Domain Adaptation by Uncertain Feature Alignment Sep 14, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available PDAM: A Panoptic-Level Feature Alignment Framework for Unsupervised Domain Adaptive Instance Segmentation in Microscopy Images Sep 11, 2020 Domain Adaptation Instance Segmentation
Code Code Available Unsupervised Domain Adaptation via CycleGAN for White Matter Hyperintensity Segmentation in Multicenter MR Images Sep 10, 2020 Domain Adaptation Image Segmentation
— Unverified Libri-Adapt: A New Speech Dataset for Unsupervised Domain Adaptation Sep 6, 2020 Domain Adaptation speech-recognition
Code Code Available Unsupervised Wasserstein Distance Guided Domain Adaptation for 3D Multi-Domain Liver Segmentation Sep 6, 2020 Disentanglement Domain Adaptation
— Unverified Synthetic-to-Real Unsupervised Domain Adaptation for Scene Text Detection in the Wild Sep 3, 2020 Adversarial Text Domain Adaptation
Code Code Available Unsupervised Domain Adaptation For Plant Organ Counting Sep 2, 2020 Domain Adaptation Object
Code Code Available A Review of Single-Source Deep Unsupervised Visual Domain Adaptation Sep 1, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Unsupervised Domain Adaptation with Progressive Adaptation of Subspaces Sep 1, 2020 Domain Adaptation Partial Domain Adaptation
Code Code Available Instance Adaptive Self-Training for Unsupervised Domain Adaptation Aug 27, 2020 Domain Adaptation Image-to-Image Translation
Code Code Available Adversarial Dual Distinct Classifiers for Unsupervised Domain Adaptation Aug 27, 2020 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Learning Target Domain Specific Classifier for Partial Domain Adaptation Aug 25, 2020 Domain Adaptation Partial Domain Adaptation
— Unverified CSCL: Critical Semantic-Consistent Learning for Unsupervised Domain Adaptation Aug 24, 2020 Domain Adaptation Semantic Segmentation
— Unverified Unsupervised Domain Adaptation via Discriminative Manifold Propagation Aug 23, 2020 Domain Adaptation Unsupervised Domain Adaptation
— Unverified No-reference Screen Content Image Quality Assessment with Unsupervised Domain Adaptation Aug 19, 2020 Diversity Domain Adaptation
— Unverified Virtual Adversarial Training in Feature Space to Improve Unsupervised Video Domain Adaptation Aug 19, 2020 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Unsupervised Cross-domain Image Classification by Distance Metric Guided Feature Alignment Aug 19, 2020 Domain Adaptation General Classification
Code Code Available Unsupervised Transfer Learning for Anomaly Detection: Application to Complementary Operating Condition Transfer Aug 18, 2020 Anomaly Detection Clustering
— Unverified On Localized Discrepancy for Domain Adaptation Aug 14, 2020 Domain Adaptation Generalization Bounds
— Unverified Learning to Cluster under Domain Shift Aug 11, 2020 Clustering Deep Clustering
Code Code Available Hard Class Rectification for Domain Adaptation Aug 8, 2020 Domain Adaptation Semi-supervised Domain Adaptation
Code Code Available Shape Consistent 2D Keypoint Estimation under Domain Shift Aug 4, 2020 Depth Estimation Domain Adaptation
— Unverified Learning from a Complementary-label Source Domain: Theory and Algorithms Aug 4, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available An Unsupervised Domain Adaptation Scheme for Single-Stage Artwork Recognition in Cultural Sites Aug 4, 2020 Domain Adaptation Image-to-Image Translation
Code Code Available Cross-Domain Adaptation of Spoken Language Identification for Related Languages: The Curious Case of Slavic Languages Aug 2, 2020 Diversity Domain Adaptation
Code Code Available Multi-Source Open-Set Deep Adversarial Domain Adaptation Aug 1, 2020 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Learning to See in the Dark with Events Aug 1, 2020 Domain Adaptation Representation Learning
— Unverified Deep Credible Metric Learning for Unsupervised Domain Adaptation Person Re-identification Aug 1, 2020 Domain Adaptation Metric Learning
— Unverified Unsupervised Domain Adaptation with Noise Resistible Mutual-Training for Person Re-identification Aug 1, 2020 Clustering Domain Adaptation
— Unverified Shuffle and Attend: Video Domain Adaptation Aug 1, 2020 Action Recognition Domain Adaptation
— Unverified Domain Adaptive Semantic Segmentation Using Weak Labels Jul 30, 2020 Domain Adaptation Segmentation
— Unverified Unsupervised Disentanglement GAN for Domain Adaptive Person Re-Identification Jul 30, 2020 Disentanglement Domain Adaptation
— Unverified Clarinet: A One-step Approach Towards Budget-friendly Unsupervised Domain Adaptation Jul 29, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Learning from Scale-Invariant Examples for Domain Adaptation in Semantic Segmentation Jul 28, 2020 Domain Adaptation Image-to-Image Translation
Code Code Available Unsupervised Domain Adaptation in the Dissimilarity Space for Person Re-identification Jul 27, 2020 Data Augmentation Domain Adaptation
Code Code Available Learning Task-oriented Disentangled Representations for Unsupervised Domain Adaptation Jul 27, 2020 Domain Adaptation Retrieval
— Unverified Deep Co-Training with Task Decomposition for Semi-Supervised Domain Adaptation Jul 24, 2020 Domain Adaptation Semi-supervised Domain Adaptation
Code Code Available Unsupervised Domain Adaptation in the Absence of Source Data Jul 20, 2020 Domain Adaptation Unsupervised Domain Adaptation
— Unverified 