Unifying Unsupervised Domain Adaptation and Zero-Shot Visual Recognition Mar 25, 2019 Domain Adaptation domain classification
Code Code Available Cluster Alignment with a Teacher for Unsupervised Domain Adaptation Mar 24, 2019 Clustering Domain Adaptation
Code Code Available Few-shot Adaptive Faster R-CNN Mar 22, 2019 Domain Adaptation object-detection
— Unverified Domain adaptation for holistic skin detection Mar 16, 2019 Domain Adaptation Transfer Learning
— Unverified Learning Condensed and Aligned Features for Unsupervised Domain Adaptation Using Label Propagation Mar 12, 2019 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Sliced Wasserstein Discrepancy for Unsupervised Domain Adaptation Mar 10, 2019 Domain Adaptation General Classification
Code Code Available Support and Invertibility in Domain-Invariant Representations Mar 8, 2019 Domain Adaptation Generalization Bounds
— Unverified Unsupervised Domain Adaptation using Feature-Whitening and Consensus Loss Mar 7, 2019 Domain Adaptation General Classification
Code Code Available Unsupervised Domain Adaptation Learning Algorithm for RGB-D Staircase Recognition Mar 4, 2019 Domain Adaptation General Classification
— Unverified Unsupervised Visual Domain Adaptation: A Deep Max-Margin Gaussian Process Approach Feb 23, 2019 Domain Adaptation Gaussian Processes
Code Code Available Patch-based Output Space Adversarial Learning for Joint Optic Disc and Cup Segmentation Feb 20, 2019 Domain Adaptation Segmentation
— Unverified Unsupervised Domain Adaptation using Deep Networks with Cross-Grafted Stacks Feb 17, 2019 Decoder Domain Adaptation
— Unverified Learning to see across Domains and Modalities Feb 13, 2019 Domain Adaptation image-classification
— Unverified Domain Discrepancy Measure for Complex Models in Unsupervised Domain Adaptation Jan 30, 2019 Binary Classification Classification
— Unverified On Learning Invariant Representation for Domain Adaptation Jan 27, 2019 Domain Adaptation Representation Learning
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 Truly Generalizable Radiograph Segmentation with Conditional Domain Adaptation Jan 16, 2019 Domain Adaptation General Classification
Code Code Available A review of domain adaptation without target labels Jan 16, 2019 Domain Adaptation Domain Generalization
Code Code Available Contrastive Adaptation Network for Unsupervised Domain Adaptation Jan 4, 2019 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available DART: Domain-Adversarial Residual-Transfer Networks for Unsupervised Cross-Domain Image Classification Dec 30, 2018 Classification Domain Adaptation
— Unverified The CORAL+ Algorithm for Unsupervised Domain Adaptation of PLDA Dec 26, 2018 Domain Adaptation Speaker Recognition
— Unverified TWINs: Two Weighted Inconsistency-reduced Networks for Partial Domain Adaptation Dec 18, 2018 Domain Adaptation General Classification
— Unverified Strong-Weak Distribution Alignment for Adaptive Object Detection Dec 12, 2018 Object object-detection
Code Code Available Multichannel Semantic Segmentation with Unsupervised Domain Adaptation Dec 11, 2018 Domain Adaptation Segmentation
Code Code Available A Survey of Unsupervised Deep Domain Adaptation Dec 6, 2018 Domain Adaptation Survey
Code Code Available Disjoint Label Space Transfer Learning with Common Factorised Space Dec 6, 2018 Domain Adaptation Transfer Learning
— Unverified Moment Matching for Multi-Source Domain Adaptation Dec 4, 2018 Benchmarking Domain Adaptation
Code Code Available Domain Alignment with Triplets Dec 3, 2018 Domain Adaptation Triplet
— Unverified Unsupervised Domain Adaptation using Generative Models and Self-ensembling Dec 2, 2018 Data Augmentation Domain Adaptation
— Unverified 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 Self-similarity Grouping: A Simple Unsupervised Cross Domain Adaptation Approach for Person Re-identification Nov 26, 2018 Clustering Domain Adaptation
Code Code Available Universal Semi-Supervised Semantic Segmentation Nov 26, 2018 Domain Adaptation Segmentation
Code Code Available Robustness against the channel effect in pathological voice detection Nov 26, 2018 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Progressive Feature Alignment for Unsupervised Domain Adaptation Nov 21, 2018 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Larger Norm More Transferable: An Adaptive Feature Norm Approach for Unsupervised Domain Adaptation Nov 19, 2018 Domain Adaptation Partial Domain Adaptation
Code Code Available Deep Discriminative Learning for Unsupervised Domain Adaptation Nov 17, 2018 Domain Adaptation General Classification
— Unverified Unsupervised domain adaptation for medical imaging segmentation with self-ensembling Nov 14, 2018 Domain Adaptation Medical Image Segmentation
Code Code Available Co-regularized Alignment for Unsupervised Domain Adaptation Nov 13, 2018 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Domain Agnostic Real-Valued Specificity Prediction Nov 13, 2018 Dialogue Generation Domain Adaptation
Code Code Available Exploiting Local Feature Patterns for Unsupervised Domain Adaptation Nov 12, 2018 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Multiple Subspace Alignment Improves Domain Adaptation Nov 11, 2018 Domain Adaptation subspace methods
— Unverified Adaptive Semantic Segmentation with a Strategic Curriculum of Proxy Labels Nov 8, 2018 Domain Adaptation Semantic Segmentation
— Unverified Unsupervised Multi-Target Domain Adaptation: An Information Theoretic Approach Oct 26, 2018 Disentanglement Domain Adaptation
— Unverified Robust Domain Adaptation By Augmented Cyclic Adversarial Learning Oct 22, 2018 Domain Adaptation speech-recognition
— Unverified Domain Adaptation for Semantic Segmentation via Class-Balanced Self-Training Oct 18, 2018 Domain Adaptation Pseudo Label
Code Code Available Unsupervised Domain Adaptation for Learning Eye Gaze from a Million Synthetic Images: An Adversarial Approach Oct 18, 2018 Domain Adaptation Gaze Estimation
— Unverified Domain Confusion with Self Ensembling for Unsupervised Adaptation Oct 10, 2018 Domain Adaptation Unsupervised Domain Adaptation
— Unverified SPIGAN: Privileged Adversarial Learning from Simulation Oct 9, 2018 Domain Adaptation Image-to-Image Translation
— Unverified Pixel and Feature Level Based Domain Adaption for Object Detection in Autonomous Driving Sep 30, 2018 Autonomous Driving Domain Adaptation
— Unverified 