Mutual Learning Network for Multi-Source Domain Adaptation Mar 29, 2020 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Self-Supervised Learning for Domain Adaptation on Point-Clouds Mar 29, 2020 Domain Adaptation Self-Supervised Learning
Code Code Available Learning Invariant Representation for Unsupervised Image Restoration Mar 28, 2020 Domain Adaptation Image Restoration
Code Code Available One-Shot Domain Adaptation For Face Generation Mar 28, 2020 Domain Adaptation Face Generation
— Unverified Cross-domain Detection via Graph-induced Prototype Alignment Mar 28, 2020 Domain Adaptation object-detection
Code Code Available Deep CG2Real: Synthetic-to-Real Translation via Image Disentanglement Mar 27, 2020 Disentanglement Domain Adaptation
— Unverified Introducing Pose Consistency and Warp-Alignment for Self-Supervised 6D Object Pose Estimation in Color Images Mar 27, 2020 6D Pose Estimation using RGB Domain Adaptation
— Unverified Towards Discriminability and Diversity: Batch Nuclear-norm Maximization under Label Insufficient Situations Mar 27, 2020 Diversity Domain Adaptation
Code Code Available Log-Likelihood Ratio Minimizing Flows: Towards Robust and Quantifiable Neural Distribution Alignment Mar 26, 2020 Domain Adaptation Image-to-Image Translation
Code Code Available Learning transferable and discriminative features for unsupervised domain adaptation Mar 26, 2020 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Rethinking Class-Balanced Methods for Long-Tailed Visual Recognition from a Domain Adaptation Perspective Mar 24, 2020 Domain Adaptation Long-tail Learning
Code Code Available ScrabbleGAN: Semi-Supervised Varying Length Handwritten Text Generation Mar 23, 2020 Domain Adaptation Handwriting generation
Code Code Available Bridge the Domain Gap Between Ultra-wide-field and Traditional Fundus Images via Adversarial Domain Adaptation Mar 23, 2020 Domain Adaptation Management
— Unverified Prior Knowledge Driven Label Embedding for Slot Filling in Natural Language Understanding Mar 22, 2020 Domain Adaptation Natural Language Understanding
— Unverified Exploring Categorical Regularization for Domain Adaptive Object Detection Mar 20, 2020 Domain Adaptation Object
Code Code Available Unsupervised Latent Space Translation Network Mar 20, 2020 Domain Adaptation Image-to-Image Translation
— 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 Domain-Adaptive Few-Shot Learning Mar 19, 2020 Domain Adaptation Few-Shot 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 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 Teacher-Student Domain Adaptation for Biosensor Models Mar 17, 2020 Deep 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 Large-Scale Optimal Transport via Adversarial Training with Cycle-Consistency Mar 14, 2020 Domain Adaptation Image-to-Image Translation
— Unverified Investigating Generalization in Neural Networks under Optimally Evolved Training Perturbations Mar 14, 2020 Domain Adaptation
Code Code Available Class Conditional Alignment for Partial Domain Adaptation Mar 14, 2020 Domain Adaptation Partial Domain Adaptation
— Unverified Structured Domain Adaptation with Online Relation Regularization for Unsupervised Person Re-ID Mar 14, 2020 Domain Adaptation Person Re-Identification
Code Code Available 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 DAN: Dual-View Representation Learning for Adapting Stance Classifiers to New Domains Mar 13, 2020 Domain Adaptation Representation Learning
— Unverified ASR Error Correction and Domain Adaptation Using Machine Translation Mar 13, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Fisher Deep Domain Adaptation Mar 12, 2020 Domain Adaptation
Code Code Available Unified Image and Video Saliency Modeling Mar 11, 2020 Domain Adaptation Saliency Prediction
Code Code Available Domain Adaptation with Conditional Distribution Matching and Generalized Label Shift Mar 10, 2020 Domain Adaptation Multi-class Classification
— Unverified HeatNet: Bridging the Day-Night Domain Gap in Semantic Segmentation with Thermal Images Mar 10, 2020 Autonomous Driving Camera Calibration
— Unverified Label-Driven Reconstruction for Domain Adaptation in Semantic Segmentation Mar 10, 2020 Domain Adaptation Scene Understanding
— Unverified Continuous Domain Adaptation with Variational Domain-Agnostic Feature Replay Mar 9, 2020 Domain Adaptation Transfer Learning
— Unverified Context-Aware Domain Adaptation in Semantic Segmentation Mar 9, 2020 Domain Adaptation Semantic Segmentation
— Unverified iFAN: Image-Instance Full Alignment Networks for Adaptive Object Detection Mar 9, 2020 Domain Adaptation Metric Learning
— Unverified Supervised Domain Adaptation using Graph Embedding Mar 9, 2020 Dimensionality Reduction Domain Adaptation
Code Code Available Mind the Gap: Enlarging the Domain Gap in Open Set Domain Adaptation Mar 8, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Rectifying Pseudo Label Learning via Uncertainty Estimation for Domain Adaptive Semantic Segmentation Mar 8, 2020 Domain Adaptation Prediction
Code Code Available S-APIR: News-based Business Sentiment Index Mar 6, 2020 Articles Domain Adaptation
— Unverified A Balanced and Uncertainty-aware Approach for Partial Domain Adaptation Mar 5, 2020 Domain Adaptation Partial Domain Adaptation
Code Code Available Distill, Adapt, Distill: Training Small, In-Domain Models for Neural Machine Translation Mar 5, 2020 Domain Adaptation Knowledge Distillation
— Unverified Action Segmentation with Joint Self-Supervised Temporal Domain Adaptation Mar 5, 2020 Action Segmentation Domain Adaptation
Code Code Available Unsupervised and Interpretable Domain Adaptation to Rapidly Filter Tweets for Emergency Services Mar 4, 2020 Domain Adaptation Multi-Task Learning
Code Code Available A Survey on Deep Hashing Methods Mar 4, 2020 Deep Hashing Domain Adaptation
— Unverified 