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 Adapting Object Detectors with Conditional Domain Normalization Mar 16, 2020 3D Object Detection Attribute
— Unverified Domain Adaptive Ensemble Learning Mar 16, 2020 Domain Adaptation Domain Generalization
— 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 Label-Driven Reconstruction for Domain Adaptation in Semantic Segmentation Mar 10, 2020 Domain Adaptation Scene Understanding
— Unverified Domain Adaptation with Conditional Distribution Matching and Generalized Label Shift Mar 10, 2020 Domain Adaptation Multi-class Classification
— Unverified Context-Aware Domain Adaptation in Semantic Segmentation Mar 9, 2020 Domain Adaptation Semantic Segmentation
— Unverified Rectifying Pseudo Label Learning via Uncertainty Estimation for Domain Adaptive Semantic Segmentation Mar 8, 2020 Domain Adaptation Prediction
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 A Balanced and Uncertainty-aware Approach for Partial Domain Adaptation Mar 5, 2020 Domain Adaptation Partial 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 Unsupervised Adversarial Domain Adaptation for Implicit Discourse Relation Classification Mar 4, 2020 Classification Domain Adaptation
— Unverified Unsupervised Domain Adaptation for Mammogram Image Classification: A Promising Tool for Model Generalization Mar 2, 2020 Domain Adaptation General Classification
— Unverified Calibrated Prediction with Covariate Shift via Unsupervised Domain Adaptation Feb 29, 2020 Domain Adaptation Prediction
— Unverified Domain Decluttering: Simplifying Images to Mitigate Synthetic-Real Domain Shift and Improve Depth Estimation Feb 27, 2020 ARC Depth Estimation
— Unverified Understanding Self-Training for Gradual Domain Adaptation Feb 26, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Diversity-Based Generalization for Unsupervised Text Classification under Domain Shift Feb 25, 2020 Classification Diversity
Code Code Available Multi-step Online Unsupervised Domain Adaptation Feb 20, 2020 Domain Adaptation Online unsupervised domain adaptation
— Unverified Unsupervised Domain Adaptation via Discriminative Manifold Embedding and Alignment Feb 20, 2020 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation Feb 20, 2020 Domain Adaptation Partial Domain Adaptation
Code Code Available Enlarging Discriminative Power by Adding an Extra Class in Unsupervised Domain Adaptation Feb 19, 2020 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Universal Domain Adaptation through Self Supervision Feb 19, 2020 Clustering Domain Adaptation
Code Code Available Bi-Directional Generation for Unsupervised Domain Adaptation Feb 12, 2020 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Dual-Triplet Metric Learning for Unsupervised Domain Adaptation in Video-Based Face Recognition Feb 11, 2020 Camera Calibration Domain Adaptation
— Unverified Domain Adaptation as a Problem of Inference on Graphical Models Feb 9, 2020 Bayesian Inference Domain Adaptation
Code Code Available Unsupervised Bidirectional Cross-Modality Adaptation via Deeply Synergistic Image and Feature Alignment for Medical Image Segmentation Feb 6, 2020 Domain Adaptation Image Segmentation
Code Code Available Entropy Minimization vs. Diversity Maximization for Domain Adaptation Feb 5, 2020 Diversity Domain Adaptation
Code Code Available Learning Numerical Observers using Unsupervised Domain Adaptation Feb 3, 2020 Domain Adaptation Image Quality Assessment
— Unverified Syn2Real: Forgery Classification via Unsupervised Domain Adaptation Feb 3, 2020 Classification Domain Adaptation
Code Code Available Single-Stage Object Detection from Top-View Grid Maps on Custom Sensor Setups Feb 3, 2020 Domain Adaptation Object
— Unverified Unsupervised Domain Adaptive Object Detection using Forward-Backward Cyclic Adaptation Feb 3, 2020 Domain Adaptation image-classification
— Unverified Adversarial Domain Adaptation for Cell Segmentation Jan 29, 2020 Cell Segmentation Domain Adaptation
— Unverified Multi-Modal Domain Adaptation for Fine-Grained Action Recognition Jan 27, 2020 Action Recognition Domain Adaptation
Code Code Available Unsupervised learning of multimodal image registration using domain adaptation with projected Earth Mover’s discrepancies Jan 25, 2020 Domain Adaptation Image Registration
— Unverified Domain Adaptive Medical Image Segmentation via Adversarial Learning of Disease-Specific Spatial Patterns Jan 25, 2020 Domain Adaptation Image Segmentation
— Unverified Rethinking the Distribution Gap of Person Re-identification with Camera-based Batch Normalization Jan 23, 2020 Direct Transfer Person Re-identification Domain Adaptation
Code Code Available A Simple Baseline to Semi-Supervised Domain Adaptation for Machine Translation Jan 22, 2020 Domain Adaptation Language Modeling
Code Code Available Learning to adapt class-specific features across domains for semantic segmentation Jan 22, 2020 Domain Adaptation Segmentation
Code Code Available Partially-Shared Variational Auto-encoders for Unsupervised Domain Adaptation with Target Shift Jan 22, 2020 Domain Adaptation General Classification
Code Code Available Generalization Bounds and Representation Learning for Estimation of Potential Outcomes and Causal Effects Jan 21, 2020 Decision Making Domain Adaptation
— Unverified Unsupervised Domain Adaptation in Person re-ID via k-Reciprocal Clustering and Large-Scale Heterogeneous Environment Synthesis Jan 14, 2020 Clustering Domain Adaptation
— Unverified Unsupervised Domain Adaptation for Mobile Semantic Segmentation based on Cycle Consistency and Feature Alignment Jan 14, 2020 Autonomous Vehicles Domain Adaptation
— Unverified Multi-Source Domain Adaptation for Text Classification via DistanceNet-Bandits Jan 13, 2020 Classification Domain Adaptation
— Unverified Incremental Unsupervised Domain-Adversarial Training of Neural Networks Jan 13, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available CrDoCo: Pixel-level Domain Transfer with Cross-Domain Consistency Jan 9, 2020 Data Augmentation Domain Adaptation
— Unverified Generative Pseudo-label Refinement for Unsupervised Domain Adaptation Jan 9, 2020 Domain Adaptation Pseudo Label
Code Code Available Domain Adaptation via Teacher-Student Learning for End-to-End Speech Recognition Jan 6, 2020 Decoder Domain Adaptation
— Unverified Mutual Mean-Teaching: Pseudo Label Refinery for Unsupervised Domain Adaptation on Person Re-identification Jan 6, 2020 Clustering Person Re-Identification
— Unverified 