Representation Bayesian Risk Decompositions and Multi-Source Domain Adaptation Apr 22, 2020 Domain Adaptation Representation Learning
— Unverified Moment-Based Domain Adaptation: Learning Bounds and Algorithms Apr 22, 2020 BIG-bench Machine Learning Domain Adaptation
— Unverified Unsupervised Domain Adaptation through Inter-modal Rotation for RGB-D Object Recognition Apr 21, 2020 Domain Adaptation Object Categorization
Code Code Available Data Efficient and Weakly Supervised Computational Pathology on Whole Slide Images Apr 20, 2020 Clustering Diagnostic
Code Code Available Unsupervised Vehicle Counting via Multiple Camera Domain Adaptation Apr 20, 2020 Domain Adaptation
— Unverified Class Distribution Alignment for Adversarial Domain Adaptation Apr 20, 2020 Domain Adaptation General Classification
— Unverified TriGAN: Image-to-Image Translation for Multi-Source Domain Adaptation Apr 19, 2020 Domain Adaptation Image-to-Image Translation
— Unverified Uncertainty-Aware Consistency Regularization for Cross-Domain Semantic Segmentation Apr 19, 2020 Domain Adaptation Semantic Segmentation
— Unverified IDDA: a large-scale multi-domain dataset for autonomous driving Apr 17, 2020 Autonomous Driving Domain Adaptation
— Unverified Generative Adversarial Networks for Video-to-Video Domain Adaptation Apr 17, 2020 Domain Adaptation Generative Adversarial Network
— Unverified Unsupervised Intra-domain Adaptation for Semantic Segmentation through Self-Supervision Apr 16, 2020 Domain Adaptation Semantic Segmentation
Code Code Available Building a Multi-domain Neural Machine Translation Model using Knowledge Distillation Apr 15, 2020 Domain Adaptation Knowledge Distillation
— Unverified Zero-Shot Compositional Policy Learning via Language Grounding Apr 15, 2020 Descriptive Domain Adaptation
Code Code Available StandardGAN: Multi-source Domain Adaptation for Semantic Segmentation of Very High Resolution Satellite Images by Data Standardization Apr 14, 2020 Domain Adaptation Segmentation
— Unverified Self6D: Self-Supervised Monocular 6D Object Pose Estimation Apr 14, 2020 6D Pose Estimation 6D Pose Estimation using RGB
Code Code Available Multi-source Attention for Unsupervised Domain Adaptation Apr 14, 2020 Domain Adaptation General Classification
Code Code Available Adversarial Style Mining for One-Shot Unsupervised Domain Adaptation Apr 13, 2020 Domain Adaptation domain classification
Code Code Available Deep Siamese Domain Adaptation Convolutional Neural Network for Cross-domain Change Detection in Multispectral Images Apr 13, 2020 Change Detection Domain Adaptation
— Unverified FDA: Fourier Domain Adaptation for Semantic Segmentation Apr 11, 2020 Domain Adaptation Segmentation
Code Code Available Classifying Constructive Comments Apr 11, 2020 Domain Adaptation
Code Code Available Deep Residual Correction Network for Partial Domain Adaptation Apr 10, 2020 Domain Adaptation Partial Domain Adaptation
Code Code Available Phase Consistent Ecological Domain Adaptation Apr 10, 2020 Domain Adaptation Segmentation
Code Code Available Towards Inheritable Models for Open-Set Domain Adaptation Apr 9, 2020 Domain Adaptation
Code Code Available Universal Source-Free Domain Adaptation Apr 9, 2020 Domain Adaptation Source-Free Domain Adaptation
Code Code Available Online Meta-Learning for Multi-Source and Semi-Supervised Domain Adaptation Apr 9, 2020 Domain Adaptation Meta-Learning
— Unverified AdaStereo: A Simple and Efficient Approach for Adaptive Stereo Matching Apr 9, 2020 Domain Adaptation Stereo Matching
— Unverified Reducing Gender Bias in Neural Machine Translation as a Domain Adaptation Problem Apr 9, 2020 Domain Adaptation Machine Translation
Code Code Available S2A: Wasserstein GAN with Spatio-Spectral Laplacian Attention for Multi-Spectral Band Synthesis Apr 8, 2020 Domain Adaptation
— Unverified Towards Reusable Network Components by Learning Compatible Representations Apr 8, 2020 Computational Efficiency Domain Adaptation
— Unverified KdConv: A Chinese Multi-domain Dialogue Dataset Towards Multi-turn Knowledge-driven Conversation Apr 8, 2020 Domain Adaptation Knowledge Graphs
Code Code Available Dynamic Data Selection and Weighting for Iterative Back-Translation Apr 7, 2020 Domain Adaptation Machine Translation
Code Code Available Speaker-Aware BERT for Multi-Turn Response Selection in Retrieval-Based Chatbots Apr 7, 2020 Conversational Response Selection Disentanglement
Code Code Available Inexpensive Domain Adaptation of Pretrained Language Models: Case Studies on Biomedical NER and Covid-19 QA Apr 7, 2020 Domain Adaptation named-entity-recognition
Code Code Available Geometry-aware Domain Adaptation for Unsupervised Alignment of Word Embeddings Apr 6, 2020 Bilingual Lexicon Induction Domain Adaptation
— Unverified Meta-Learning for Few-Shot NMT Adaptation Apr 6, 2020 Domain Adaptation Machine Translation
— Unverified Neuron Linear Transformation: Modeling the Domain Shift for Crowd Counting Apr 5, 2020 Crowd Counting Domain Adaptation
Code Code Available Unsupervised Domain Adaptation with Progressive Domain Augmentation Apr 3, 2020 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Learning Pose-invariant 3D Object Reconstruction from Single-view Images Apr 3, 2020 3D Object Reconstruction Domain Adaptation
Code Code Available Handling new target classes in semantic segmentation with domain adaptation Apr 2, 2020 Domain Adaptation Scene Segmentation
Code Code Available Tracking by Instance Detection: A Meta-Learning Approach Apr 2, 2020 Domain Adaptation Meta-Learning
— Unverified Alleviating Semantic-level Shift: A Semi-supervised Domain Adaptation Method for Semantic Segmentation Apr 2, 2020 Domain Adaptation Semantic Segmentation
— Unverified Learning Agile Robotic Locomotion Skills by Imitating Animals Apr 2, 2020 Domain Adaptation Imitation Learning
— Unverified Graph Domain Adaptation for Alignment-Invariant Brain Surface Segmentation Mar 31, 2020 Domain Adaptation GRAPH DOMAIN ADAPTATION
— Unverified Learning Cross-domain Semantic-Visual Relationships for Transductive Zero-Shot Learning Mar 31, 2020 Domain Adaptation Zero-Shot Learning
— Unverified Semantic Domain Adversarial Networks for Unsupervised Domain Adaptation Mar 30, 2020 Domain Adaptation Object Recognition
— Unverified Unsupervised Model Personalization while Preserving Privacy and Scalability: An Open Problem Mar 30, 2020 Continual Learning Domain Adaptation
Code Code Available Gradually Vanishing Bridge for Adversarial Domain Adaptation Mar 30, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Towards Stable and Comprehensive Domain Alignment: Max-Margin Domain-Adversarial Training Mar 30, 2020 Domain Adaptation Model Selection
— Unverified Adaptive Object Detection with Dual Multi-Label Prediction Mar 29, 2020 Domain Adaptation Image-to-Image Translation
— Unverified Spatial Attention Pyramid Network for Unsupervised Domain Adaptation Mar 29, 2020 Domain Adaptation Instance Segmentation
— Unverified 