Improve Unsupervised Domain Adaptation with Mixup Training Jan 3, 2020 Activity Recognition Domain Adaptation
— Unverified Margin-aware Adversarial Domain Adaptation with Optimal Transport Jan 1, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 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 Dual Adversarial Domain Adaptation Jan 1, 2020 2k Domain Adaptation
Code Code Available Characteristic Regularisation for Super-Resolving Face Images Dec 30, 2019 Domain Adaptation Image Super-Resolution
— Unverified HoMM: Higher-order Moment Matching for Unsupervised Domain Adaptation Dec 27, 2019 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Unsupervised Scene Adaptation with Memory Regularization in vivo Dec 24, 2019 Domain Adaptation Semantic Segmentation
Code Code Available 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 xMUDA: Cross-Modal Unsupervised Domain Adaptation for 3D Semantic Segmentation Nov 28, 2019 3D Semantic Segmentation Autonomous Driving
Code Code Available Discriminative Adversarial Domain Adaptation Nov 27, 2019 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Class-Conditional Domain Adaptation on Semantic Segmentation Nov 27, 2019 Domain Adaptation Semantic Segmentation
— Unverified 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 Collaborative Unsupervised Domain Adaptation for Medical Image Diagnosis Nov 17, 2019 Diagnostic Domain Adaptation
Code Code Available Unsupervised Domain Adaptation for Object Detection via Cross-Domain Semi-Supervised Learning Nov 17, 2019 Domain Adaptation Object
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 PointDAN: A Multi-Scale 3D Domain Adaption Network for Point Cloud Representation Nov 7, 2019 Domain Adaptation Unsupervised Domain Adaptation
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 Deep Metric Learning-Based Feature Embedding for Hyperspectral Image Classification Oct 30, 2019 Domain Adaptation Few-Shot Image Classification
Code Code Available Category Anchor-Guided Unsupervised Domain Adaptation for Semantic Segmentation Oct 29, 2019 Domain Adaptation Semantic Segmentation
Code Code Available Adaptive Ensembling: Unsupervised Domain Adaptation for Political Document Analysis Oct 28, 2019 Domain Adaptation text-classification
Code Code Available Deep causal representation learning for unsupervised domain adaptation Oct 28, 2019 Domain Adaptation Representation Learning
— Unverified Hierarchical Clustering with Hard-batch Triplet Loss for Person Re-identification Oct 27, 2019 Clustering Domain Adaptation
— Unverified Reducing Domain Gap by Reducing Style Bias Oct 25, 2019 Domain Adaptation Domain Generalization
Code Code Available Class-imbalanced Domain Adaptation: An Empirical Odyssey Oct 23, 2019 Domain Adaptation Transfer Learning
— Unverified Domain Bridge for Unpaired Image-to-Image Translation and Unsupervised Domain Adaptation Oct 23, 2019 Domain Adaptation Image-to-Image Translation
— Unverified Generative Adversarial Networks And Domain Adaptation For Training Data Independent Image Registration Oct 18, 2019 Domain Adaptation Image Registration
— Unverified Towards Resolving Propensity Contradiction in Offline Recommender Learning Oct 16, 2019 Domain Adaptation Selection bias
Code Code Available CFEA: Collaborative Feature Ensembling Adaptation for Domain Adaptation in Unsupervised Optic Disc and Cup Segmentation Oct 16, 2019 Decoder Diversity
Code Code Available Learning Generalisable Omni-Scale Representations for Person Re-Identification Oct 15, 2019 Domain Adaptation Person Re-Identification
Code Code Available The Role of Embedding Complexity in Domain-invariant Representations Oct 13, 2019 Domain Adaptation Sensitivity
Code Code Available Drop to Adapt: Learning Discriminative Features for Unsupervised Domain Adaptation Oct 12, 2019 Domain Adaptation image-classification
Code Code Available A General Upper Bound for Unsupervised Domain Adaptation Oct 3, 2019 Domain Adaptation image-classification
— Unverified Racial Faces in the Wild: Reducing Racial Bias by Information Maximization Adaptation Network Oct 1, 2019 Domain Adaptation Face Recognition
— Unverified Instance-Guided Context Rendering for Cross-Domain Person Re-Identification Oct 1, 2019 Generative Adversarial Network Image Generation
— Unverified Domain Adaptation for Semantic Segmentation with Maximum Squares Loss Sep 30, 2019 Domain Adaptation Semantic Segmentation
Code Code Available Task-Discriminative Domain Alignment for Unsupervised Domain Adaptation Sep 26, 2019 Clustering Domain Adaptation
— Unverified Unsupervised Domain Adaptation through Self-Supervision Sep 26, 2019 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Self-Adaptive Soft Voice Activity Detection using Deep Neural Networks for Robust Speaker Verification Sep 26, 2019 Action Detection Activity Detection
— Unverified 