Label-Driven Reconstruction for Domain Adaptation in Semantic Segmentation Mar 10, 2020 Domain Adaptation Scene Understanding
— Unverified Context-Aware Domain Adaptation in Semantic Segmentation Mar 9, 2020 Domain Adaptation Semantic Segmentation
— Unverified 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 Diversity-Based Generalization for Unsupervised Text Classification under Domain Shift Feb 25, 2020 Classification Diversity
Code Code Available Unsupervised Domain Adaptation via Discriminative Manifold Embedding and Alignment Feb 20, 2020 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Multi-step Online Unsupervised Domain Adaptation Feb 20, 2020 Domain Adaptation Online unsupervised domain adaptation
— Unverified Enlarging Discriminative Power by Adding an Extra Class in Unsupervised Domain Adaptation Feb 19, 2020 Domain Adaptation Unsupervised Domain Adaptation
— Unverified 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 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 Learning Numerical Observers using Unsupervised Domain Adaptation Feb 3, 2020 Domain Adaptation Image Quality Assessment
— Unverified Adversarial Domain Adaptation for Cell Segmentation Jan 29, 2020 Cell Segmentation Domain Adaptation
— Unverified Domain Adaptive Medical Image Segmentation via Adversarial Learning of Disease-Specific Spatial Patterns Jan 25, 2020 Domain Adaptation Image Segmentation
— Unverified Unsupervised learning of multimodal image registration using domain adaptation with projected Earth Mover’s discrepancies Jan 25, 2020 Domain Adaptation Image Registration
— Unverified Partially-Shared Variational Auto-encoders for Unsupervised Domain Adaptation with Target Shift Jan 22, 2020 Domain Adaptation General Classification
Code Code Available Learning to adapt class-specific features across domains for semantic segmentation Jan 22, 2020 Domain Adaptation Segmentation
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 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 Mutual Mean-Teaching: Pseudo Label Refinery for Unsupervised Domain Adaptation on Person Re-identification Jan 6, 2020 Clustering Person Re-Identification
— Unverified Domain Adaptation via Teacher-Student Learning for End-to-End Speech Recognition Jan 6, 2020 Decoder Domain Adaptation
— Unverified Improve Unsupervised Domain Adaptation with Mixup Training Jan 3, 2020 Activity Recognition Domain Adaptation
— Unverified Understanding and Estimating the Adaptability of Domain-Invariant Representations Jan 1, 2020 Domain Adaptation Model Selection
— Unverified Low-Budget Label Query through Domain Alignment Enforcement Jan 1, 2020 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Characteristic Regularisation for Super-Resolving Face Images Dec 30, 2019 Domain Adaptation Image Super-Resolution
— Unverified An Adversarial Perturbation Oriented Domain Adaptation Approach for Semantic Segmentation Dec 18, 2019 Domain Adaptation Position
— Unverified Learning Domain Adaptive Features with Unlabeled Domain Bridges Dec 10, 2019 Domain Adaptation Image-to-Image Translation
— Unverified Asymmetric Co-Teaching for Unsupervised Cross Domain Person Re-Identification Dec 3, 2019 Clustering Miscellaneous
Code Code Available Transferable Normalization: Towards Improving Transferability of Deep Neural Networks Dec 1, 2019 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Light-weight Calibrator: a Separable Component for Unsupervised Domain Adaptation Nov 28, 2019 Adversarial Attack Domain Adaptation
Code Code Available Class-Conditional Domain Adaptation on Semantic Segmentation Nov 27, 2019 Domain Adaptation Semantic Segmentation
— Unverified Discriminative Adversarial Domain Adaptation Nov 27, 2019 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Spatial-Aware GAN for Unsupervised Person Re-identification Nov 26, 2019 Domain Adaptation Person Re-Identification
— Unverified Unsupervised Domain Adaptation of Language Models for Reading Comprehension Nov 25, 2019 Domain Adaptation Language Modeling
— Unverified Improving Unsupervised Domain Adaptation with Variational Information Bottleneck Nov 21, 2019 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Unsupervised Domain Adaptation by Optical Flow Augmentation in Semantic Segmentation Nov 20, 2019 Domain Adaptation Optical Flow Estimation
— Unverified Unsupervised Domain Adaptation via Structured Prediction Based Selective Pseudo-Labeling Nov 18, 2019 Clustering Domain Adaptation
Code Code Available Copy-Move Forgery Classification via Unsupervised Domain Adaptation Nov 14, 2019 Classification Domain Adaptation
— Unverified Unsupervised Domain Adaptation on Reading Comprehension Nov 13, 2019 Domain Adaptation Reading Comprehension
Code Code Available Unsupervised Domain Adaptation of Contextual Embeddings for Low-Resource Duplicate Question Detection Nov 6, 2019 Domain Adaptation Knowledge Graphs
— Unverified Air-Writing Translater: A Novel Unsupervised Domain Adaptation Method for Inertia-Trajectory Translation of In-air Handwriting Nov 1, 2019 Domain Adaptation Translation
— Unverified Transferable End-to-End Aspect-based Sentiment Analysis with Selective Adversarial Learning Oct 31, 2019 Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA)
Code Code Available 