Action Segmentation with Joint Self-Supervised Temporal Domain Adaptation Mar 5, 2020 Action Segmentation Domain Adaptation
Code Code Available Learning Texture Invariant Representation for Domain Adaptation of Semantic Segmentation Mar 2, 2020 Diversity Domain Adaptation
Code Code Available Understanding Self-Training for Gradual Domain Adaptation Feb 26, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Unsupervised Multi-Class Domain Adaptation: Theory, Algorithms, and Practice Feb 20, 2020 Domain Adaptation Multi-class Classification
Code Code Available 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 Universal Domain Adaptation through Self Supervision Feb 19, 2020 Clustering Domain Adaptation
Code Code Available Bayes-TrEx: a Bayesian Sampling Approach to Model Transparency by Example Feb 19, 2020 Domain Adaptation
Code Code Available MADAN: Multi-source Adversarial Domain Aggregation Network for Domain Adaptation Feb 19, 2020 Domain Adaptation Semantic Segmentation
Code Code Available Adversarial Deep Network Embedding for Cross-network Node Classification Feb 18, 2020 Classification Domain Adaptation
Code Code Available Zero-Resource Cross-Domain Named Entity Recognition Feb 14, 2020 Cross-Domain Named Entity Recognition Domain Adaptation
Code Code Available Few-shot Domain Adaptation by Causal Mechanism Transfer Feb 10, 2020 Domain Adaptation
Code Code Available CO-Optimal Transport Feb 10, 2020 Clustering Data Summarization
Code Code Available Domain Adaptation as a Problem of Inference on Graphical Models Feb 9, 2020 Bayesian Inference Domain Adaptation
Code Code Available Geometric Dataset Distances via Optimal Transport Feb 7, 2020 Domain Adaptation Meta-Learning
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 Syn2Real: Forgery Classification via Unsupervised Domain Adaptation Feb 3, 2020 Classification Domain Adaptation
Code Code Available Multi-Modal Domain Adaptation for Fine-Grained Action Recognition Jan 27, 2020 Action Recognition Domain Adaptation
Code Code Available 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 Multi-site fMRI Analysis Using Privacy-preserving Federated Learning and Domain Adaptation: ABIDE Results Jan 16, 2020 Domain Adaptation Federated Learning
Code Code Available Incremental Unsupervised Domain-Adversarial Training of Neural Networks Jan 13, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Missing-Class-Robust Domain Adaptation by Unilateral Alignment for Fault Diagnosis Jan 7, 2020 Domain Adaptation Fault Diagnosis
Code Code Available Adversarial-Learned Loss for Domain Adaptation Jan 4, 2020 Domain Adaptation Pseudo Label
Code Code Available Margin-aware Adversarial Domain Adaptation with Optimal Transport Jan 1, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Dual Adversarial Domain Adaptation Jan 1, 2020 2k Domain Adaptation
Code Code Available HoMM: Higher-order Moment Matching for Unsupervised Domain Adaptation Dec 27, 2019 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Coursera Corpus Mining and Multistage Fine-Tuning for Improving Lectures Translation Dec 26, 2019 Benchmarking Domain Adaptation
Code Code Available Unsupervised Scene Adaptation with Memory Regularization in vivo Dec 24, 2019 Domain Adaptation Semantic Segmentation
Code Code Available Simulating Content Consistent Vehicle Datasets with Attribute Descent Dec 18, 2019 Attribute Data Augmentation
Code Code Available Learning from Synthetic Animals Dec 17, 2019 Domain Adaptation Human Parsing
Code Code Available Different Set Domain Adaptation for Brain-Computer Interfaces: A Label Alignment Approach Dec 3, 2019 Brain Computer Interface 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 Open Cross-Domain Visual Search Nov 19, 2019 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 Scalability vs. Utility: Do We Have to Sacrifice One for the Other in Data Importance Quantification? Nov 17, 2019 Data Summarization Domain Adaptation
Code Code Available Collaborative Unsupervised Domain Adaptation for Medical Image Diagnosis Nov 17, 2019 Diagnostic Domain Adaptation
Code Code Available Multi-domain Dialogue State Tracking as Dynamic Knowledge Graph Enhanced Question Answering Nov 7, 2019 Dialogue State Tracking Domain Adaptation
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 Generalization through Memorization: Nearest Neighbor Language Models Nov 1, 2019 Domain Adaptation Language Modeling
Code Code Available Masked Language Model Scoring Oct 31, 2019 Attribute Domain Adaptation
Code Code Available Multi-source Domain Adaptation for Semantic Segmentation Oct 27, 2019 Autonomous Driving Domain Adaptation
Code Code Available Learning Generalisable Omni-Scale Representations for Person Re-Identification Oct 15, 2019 Domain Adaptation Person Re-Identification
Code Code Available Bayesian Meta-Learning for the Few-Shot Setting via Deep Kernels Oct 11, 2019 Bayesian Inference Domain Adaptation
Code Code Available Wasserstein-2 Generative Networks Sep 28, 2019 Domain Adaptation Style Transfer
Code Code Available A-LINK: Recognizing Disguised Faces via Active Learning based Inter-Domain Knowledge Sep 23, 2019 Active Learning Domain Adaptation
Code Code Available Confidence Regularized Self-Training Aug 26, 2019 Domain Adaptation image-classification
Code Code Available Temporal Attentive Alignment for Large-Scale Video Domain Adaptation Jul 30, 2019 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available What, Where and How to Transfer in SAR Target Recognition Based on Deep CNNs Jun 4, 2019 Domain Adaptation Transfer Learning
Code Code Available DANE: Domain Adaptive Network Embedding Jun 3, 2019 Domain Adaptation GRAPH DOMAIN ADAPTATION
Code Code Available 