Unsupervised Instance Segmentation in Microscopy Images via Panoptic Domain Adaptation and Task Re-weighting May 5, 2020 Domain Adaptation Instance Segmentation
Code Code Available Towards Accurate and Robust Domain Adaptation under Noisy Environments Apr 27, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Maximum Density Divergence for Domain Adaptation Apr 27, 2020 Domain Adaptation Metric Learning
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 Phase Consistent Ecological Domain Adaptation Apr 10, 2020 Domain Adaptation Segmentation
Code Code Available Gradually Vanishing Bridge for Adversarial Domain Adaptation Mar 30, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Unsupervised Domain Adaptation via Structurally Regularized Deep Clustering Mar 19, 2020 Clustering Deep Clustering
Code Code Available Differential Treatment for Stuff and Things: A Simple Unsupervised Domain Adaptation Method for Semantic Segmentation Mar 18, 2020 Domain Adaptation Semantic Segmentation
Code Code Available Structured Domain Adaptation with Online Relation Regularization for Unsupervised Person Re-ID Mar 14, 2020 Domain Adaptation Person Re-Identification
Code Code Available 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 Understanding Self-Training for Gradual Domain Adaptation Feb 26, 2020 Domain Adaptation Unsupervised Domain Adaptation
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 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 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 Incremental Unsupervised Domain-Adversarial Training of Neural Networks Jan 13, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Dual Adversarial Domain Adaptation Jan 1, 2020 2k Domain Adaptation
Code Code Available Margin-aware Adversarial Domain Adaptation with Optimal Transport Jan 1, 2020 Domain Adaptation Unsupervised 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 Unsupervised Scene Adaptation with Memory Regularization in vivo Dec 24, 2019 Domain Adaptation Semantic Segmentation
Code Code Available xMUDA: Cross-Modal Unsupervised Domain Adaptation for 3D Semantic Segmentation Nov 28, 2019 3D Semantic Segmentation Autonomous Driving
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 PointDAN: A Multi-Scale 3D Domain Adaption Network for Point Cloud Representation Nov 7, 2019 Domain Adaptation Unsupervised 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 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 Synergistic Image and Feature Adaptation: Towards Cross-Modality Domain Adaptation for Medical Image Segmentation Jan 24, 2019 Domain Adaptation Image Segmentation
Code Code Available Contrastive Adaptation Network for Unsupervised Domain Adaptation Jan 4, 2019 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Racial Faces in-the-Wild: Reducing Racial Bias by Information Maximization Adaptation Network Dec 1, 2018 Domain Adaptation Face Recognition
Code Code Available ADVENT: Adversarial Entropy Minimization for Domain Adaptation in Semantic Segmentation Nov 30, 2018 Domain Adaptation Image-to-Image Translation
Code Code Available Domain Adaptive Faster R-CNN for Object Detection in the Wild Mar 8, 2018 Domain Adaptation Object
Code Code Available A DIRT-T Approach to Unsupervised Domain Adaptation Feb 23, 2018 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Maximum Classifier Discrepancy for Unsupervised Domain Adaptation Dec 7, 2017 Domain Adaptation image-classification
Code Code Available Person Transfer GAN to Bridge Domain Gap for Person Re-Identification Nov 23, 2017 Generative Adversarial Network Person Re-Identification
Code Code Available VisDA: The Visual Domain Adaptation Challenge Oct 18, 2017 Domain Adaptation General Classification
Code Code Available Deep Hashing Network for Unsupervised Domain Adaptation Jun 22, 2017 Deep Hashing Domain Adaptation
Code Code Available Adversarial Discriminative Domain Adaptation Feb 17, 2017 Domain Adaptation General Classification
Code Code Available Correlation Alignment for Unsupervised Domain Adaptation Dec 6, 2016 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Deep CORAL: Correlation Alignment for Deep Domain Adaptation Jul 6, 2016 Domain Adaptation Domain Generalization
Code Code Available Domain-Adversarial Training of Neural Networks May 28, 2015 Domain Adaptation Domain Generalization
Code Code Available Unsupervised Multi-Domain Adaptation with Feature Embeddings May 1, 2015 Domain Adaptation Representation Learning
Code Code Available 