Deep Metric Learning-Based Feature Embedding for Hyperspectral Image Classification Oct 30, 2019 Domain Adaptation Few-Shot Image Classification
Code Code Available Category Anchor-Guided Unsupervised Domain Adaptation for Semantic Segmentation Oct 29, 2019 Domain Adaptation Semantic Segmentation
Code Code Available Adaptive Ensembling: Unsupervised Domain Adaptation for Political Document Analysis Oct 28, 2019 Domain Adaptation text-classification
Code Code Available Deep causal representation learning for unsupervised domain adaptation Oct 28, 2019 Domain Adaptation Representation Learning
— Unverified Hierarchical Clustering with Hard-batch Triplet Loss for Person Re-identification Oct 27, 2019 Clustering Domain Adaptation
— Unverified Reducing Domain Gap by Reducing Style Bias Oct 25, 2019 Domain Adaptation Domain Generalization
Code Code Available Domain Bridge for Unpaired Image-to-Image Translation and Unsupervised Domain Adaptation Oct 23, 2019 Domain Adaptation Image-to-Image Translation
— Unverified Class-imbalanced Domain Adaptation: An Empirical Odyssey Oct 23, 2019 Domain Adaptation Transfer Learning
— Unverified Generative Adversarial Networks And Domain Adaptation For Training Data Independent Image Registration Oct 18, 2019 Domain Adaptation Image Registration
— Unverified CFEA: Collaborative Feature Ensembling Adaptation for Domain Adaptation in Unsupervised Optic Disc and Cup Segmentation Oct 16, 2019 Decoder Diversity
Code Code Available Towards Resolving Propensity Contradiction in Offline Recommender Learning Oct 16, 2019 Domain Adaptation Selection bias
Code Code Available The Role of Embedding Complexity in Domain-invariant Representations Oct 13, 2019 Domain Adaptation Sensitivity
Code Code Available Drop to Adapt: Learning Discriminative Features for Unsupervised Domain Adaptation Oct 12, 2019 Domain Adaptation image-classification
Code Code Available A General Upper Bound for Unsupervised Domain Adaptation Oct 3, 2019 Domain Adaptation image-classification
— Unverified Racial Faces in the Wild: Reducing Racial Bias by Information Maximization Adaptation Network Oct 1, 2019 Domain Adaptation Face Recognition
— Unverified Instance-Guided Context Rendering for Cross-Domain Person Re-Identification Oct 1, 2019 Generative Adversarial Network Image Generation
— Unverified Domain Adaptation for Semantic Segmentation with Maximum Squares Loss Sep 30, 2019 Domain Adaptation Semantic Segmentation
Code Code Available Self-Adaptive Soft Voice Activity Detection using Deep Neural Networks for Robust Speaker Verification Sep 26, 2019 Action Detection Activity Detection
— Unverified Task-Discriminative Domain Alignment for Unsupervised Domain Adaptation Sep 26, 2019 Clustering Domain Adaptation
— Unverified Unsupervised Domain Adaptation through Self-Supervision Sep 26, 2019 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Distribution Matching Prototypical Network for Unsupervised Domain Adaptation Sep 25, 2019 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Unsupervised domain adaptation with imputation Sep 25, 2019 Classification Domain Adaptation
— Unverified Wildly Unsupervised Domain Adaptation and Its Powerful and Efficient Solution Sep 25, 2019 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Multi-Step Decentralized Domain Adaptation Sep 25, 2019 Domain Adaptation Privacy Preserving
— Unverified PROTOTYPE-ASSISTED ADVERSARIAL LEARNING FOR UNSUPERVISED DOMAIN ADAPTATION Sep 25, 2019 Domain Adaptation Object Recognition
— Unverified Transfer Alignment Network for Double Blind Unsupervised Domain Adaptation Sep 25, 2019 Domain Adaptation Transfer Learning
— Unverified Restyling Data: Application to Unsupervised Domain Adaptation Sep 24, 2019 Domain Adaptation Style Transfer
— Unverified Cross-Dataset Person Re-Identification via Unsupervised Pose Disentanglement and Adaptation Sep 20, 2019 Disentanglement Person Re-Identification
— Unverified Wasserstein Distance Based Domain Adaptation for Object Detection Sep 18, 2019 Domain Adaptation Object
— Unverified Using Latent Codes for Class Imbalance Problem in Unsupervised Domain Adaptation Sep 17, 2019 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Contrastively Smoothed Class Alignment for Unsupervised Domain Adaptation Sep 11, 2019 Domain Adaptation domain classification
— Unverified Unsupervised Domain Adaptation for Depth Prediction from Images Sep 9, 2019 Depth Estimation Depth Prediction
Code Code Available Asymmetric Tri-training for Debiasing Missing-Not-At-Random Explicit Feedback Sep 8, 2019 Domain Adaptation Meta-Learning
Code Code Available CUDA: Contradistinguisher for Unsupervised Domain Adaptation Sep 8, 2019 Domain Adaptation domain classification
Code Code Available Dual Student: Breaking the Limits of the Teacher in Semi-supervised Learning Sep 3, 2019 Semi-Supervised Image Classification Unsupervised Domain Adaptation
Code Code Available Adversarial Learning and Self-Teaching Techniques for Domain Adaptation in Semantic Segmentation Sep 2, 2019 Autonomous Driving Domain Adaptation
— Unverified Self-Ensembling with GAN-based Data Augmentation for Domain Adaptation in Semantic Segmentation Sep 2, 2019 Data Augmentation Domain Adaptation
— Unverified Self-Training and Adversarial Background Regularization for Unsupervised Domain Adaptive One-Stage Object Detection Sep 2, 2019 Domain Adaptation Object
— Unverified Estimation of Absolute Scale in Monocular SLAM Using Synthetic Data Sep 2, 2019 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Self-Adaptation for Unsupervised Domain Adaptation Sep 1, 2019 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Unsupervised Domain Adaptation for Cross-sensor Pore Detection in High-resolution Fingerprint Images Aug 28, 2019 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Unsupervised Domain Adaptation for Neural Machine Translation with Domain-Aware Feature Embeddings Aug 27, 2019 Domain Adaptation Language Modeling
Code Code Available Constructing Self-motivated Pyramid Curriculums for Cross-Domain Semantic Segmentation: A Non-Adversarial Approach Aug 26, 2019 Domain Adaptation Segmentation
Code Code Available Adversarial Domain Adaptation for Machine Reading Comprehension Aug 24, 2019 Domain Adaptation Machine Reading Comprehension
— Unverified 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 Learning to Adapt Invariance in Memory for Person Re-identification Aug 1, 2019 Domain Adaptation Person Re-Identification
— Unverified 