TUNA-Net: Task-oriented UNsupervised Adversarial Network for Disease Recognition in Cross-Domain Chest X-rays Aug 21, 2019 Domain Adaptation Generative Adversarial Network
— Unverified Improving Robustness of Deep Learning Based Knee MRI Segmentation: Mixup and Adversarial Domain Adaptation Aug 12, 2019 Domain Adaptation MRI segmentation
Code Code Available UM-Adapt: Unsupervised Multi-Task Adaptation Using Adversarial Cross-Task Distillation Aug 11, 2019 Domain Adaptation Multi-Task Learning
Code Code Available Learning Vision-based Flight in Drone Swarms by Imitation Aug 8, 2019 Collision Avoidance Domain Adaptation
— Unverified Semi-supervised representation learning via dual autoencoders for domain adaptation Aug 4, 2019 Denoising Domain Adaptation
Code Code Available Pseudo-Labeling Curriculum for Unsupervised Domain Adaptation Aug 1, 2019 Clustering Domain Adaptation
— Unverified Learning to Adapt Invariance in Memory for Person Re-identification Aug 1, 2019 Domain Adaptation Person Re-Identification
— Unverified Self-training with progressive augmentation for unsupervised cross-domain person re-identification Jul 31, 2019 Person Re-Identification Triplet
Code Code Available Unsupervised Domain Adaptation via Disentangled Representations: Application to Cross-Modality Liver Segmentation Jul 31, 2019 Domain Adaptation Image Generation
— Unverified ColorMapGAN: Unsupervised Domain Adaptation for Semantic Segmentation Using Color Mapping Generative Adversarial Networks Jul 30, 2019 Domain Adaptation Semantic Segmentation
Code Code Available Temporal Attentive Alignment for Large-Scale Video Domain Adaptation Jul 30, 2019 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Regularizing Proxies with Multi-Adversarial Training for Unsupervised Domain-Adaptive Semantic Segmentation Jul 29, 2019 Domain Adaptation Semantic Segmentation
Code Code Available Hidden Covariate Shift: A Minimal Assumption For Domain Adaptation Jul 29, 2019 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Unsupervised Domain Adaptation via Calibrating Uncertainties Jul 25, 2019 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Universal Person Re-Identification Jul 22, 2019 Domain Adaptation Domain Generalization
— Unverified Open Set Domain Adaptation: Theoretical Bound and Algorithm Jul 19, 2019 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Learning to Optimize Domain Specific Normalization for Domain Generalization Jul 9, 2019 Domain Adaptation Domain Generalization
— Unverified Adaptive Exploration for Unsupervised Person Re-Identification Jul 9, 2019 Person Re-Identification Unsupervised Domain Adaptation
Code Code Available Blending-target Domain Adaptation by Adversarial Meta-Adaptation Networks Jul 8, 2019 Domain Adaptation Multi-target Domain Adaptation
Code Code Available Data Efficient Unsupervised Domain Adaptation for Cross-Modality Image Segmentation Jul 5, 2019 Domain Adaptation Image Segmentation
— Unverified Learning a Domain-Invariant Embedding for Unsupervised Domain Adaptation Using Class-Conditioned Distribution Alignment Jul 4, 2019 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Low-Rank Subspace Override for Unsupervised Domain Adaptation Jul 2, 2019 Descriptive Domain Adaptation
Code Code Available Task Refinement Learning for Improved Accuracy and Stability of Unsupervised Domain Adaptation Jul 1, 2019 Domain Adaptation Language Modeling
Code Code Available Cross-Domain NER using Cross-Domain Language Modeling Jul 1, 2019 Cross-Domain Named Entity Recognition Domain Adaptation
Code Code Available Semi-supervised Domain Adaptation for Dependency Parsing Jul 1, 2019 Chinese Dependency Parsing Dependency Parsing
Code Code Available 