Boundary and Entropy-driven Adversarial Learning for Fundus Image Segmentation Jun 26, 2019 Domain Adaptation Image Segmentation
Code Code Available Bayesian Uncertainty Matching for Unsupervised Domain Adaptation Jun 24, 2019 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Decomposable Neural Paraphrase Generation Jun 24, 2019 Domain Adaptation Paraphrase Generation
— Unverified Transferrable Operative Difficulty Assessment in Robot-assisted Teleoperation: A Domain Adaptation Approach Jun 12, 2019 Domain Adaptation Steering Control
— Unverified SALT: Subspace Alignment as an Auxiliary Learning Task for Domain Adaptation Jun 11, 2019 Auxiliary Learning Domain Adaptation
— Unverified Joint Semantic Domain Alignment and Target Classifier Learning for Unsupervised Domain Adaptation Jun 10, 2019 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Attending to Discriminative Certainty for Domain Adaptation Jun 8, 2019 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Adaptation Across Extreme Variations using Unlabeled Domain Bridges Jun 5, 2019 Domain Adaptation Object Recognition
— Unverified Towards Accurate Model Selection in Deep Unsupervised Domain Adaptation Jun 1, 2019 Domain Adaptation Model Selection
Code Code Available Simplified Neural Unsupervised Domain Adaptation Jun 1, 2019 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Min-Max Statistical Alignment for Transfer Learning Jun 1, 2019 Domain Adaptation Transfer Learning
— Unverified GCAN: Graph Convolutional Adversarial Network for Unsupervised Domain Adaptation Jun 1, 2019 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Unsupervised Domain Adaptation for ToF Data Denoising With Adversarial Learning Jun 1, 2019 Denoising Domain Adaptation
— Unverified Adapting Object Detectors via Selective Cross-Domain Alignment Jun 1, 2019 Domain Adaptation image-classification
Code Code Available Discriminative Clustering for Robust Unsupervised Domain Adaptation May 30, 2019 Clustering Domain Adaptation
— Unverified AlignFlow: Cycle Consistent Learning from Multiple Domains via Normalizing Flows May 30, 2019 Density Estimation Domain Adaptation
Code Code Available Domain-Specific Batch Normalization for Unsupervised Domain Adaptation May 27, 2019 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Learning Smooth Representation for Unsupervised Domain Adaptation May 26, 2019 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Unsupervised Domain Adaptation via Regularized Conditional Alignment May 26, 2019 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Domain Adaptation for Vehicle Detection from Bird's Eye View LiDAR Point Cloud Data May 22, 2019 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Simplified Neural Unsupervised Domain Adaptation May 22, 2019 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Butterfly: One-step Approach towards Wildly Unsupervised Domain Adaptation May 19, 2019 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available The Role of Embedding Complexity in Domain-invariant Representations May 16, 2019 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Diversify and Match: A Domain Adaptive Representation Learning Paradigm for Object Detection May 14, 2019 Domain Adaptation object-detection
— Unverified Domain Adaptive Person Re-Identification via Camera Style Generation and Label Propagation May 14, 2019 Domain Adaptation Domain Adaptive Person Re-Identification
— Unverified Structured Discriminative Tensor Dictionary Learning for Unsupervised Domain Adaptation May 11, 2019 Dictionary Learning Domain Adaptation
— Unverified Virtual Mixup Training for Unsupervised Domain Adaptation May 10, 2019 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Unsupervised Domain Adaptation using Generative Adversarial Networks for Semantic Segmentation of Aerial Images May 8, 2019 Domain Adaptation Management
Code Code Available Unsupervised Domain Adaptation using Graph Transduction Games May 6, 2019 Domain Adaptation Object Recognition
— Unverified Unsupervised Domain Adaptation for Distance Metric Learning May 1, 2019 Domain Adaptation Face Recognition
— Unverified Deep multi-Wasserstein unsupervised domain adaptation Apr 30, 2019 Domain Adaptation Generalization Bounds
— Unverified Deep Learning to Predict Student Outcomes Apr 27, 2019 Deep Learning Domain Adaptation
— Unverified Exploring Object Relation in Mean Teacher for Cross-Domain Detection Apr 25, 2019 Domain Adaptation Relation
Code Code Available Transferrable Prototypical Networks for Unsupervised Domain Adaptation Apr 25, 2019 Domain Adaptation Pseudo Label
— Unverified Unsupervised Adversarial Domain Adaptation Based On The Wasserstein Distance For Acoustic Scene Classification Apr 24, 2019 Acoustic Scene Classification Classification
Code Code Available Interpretable and Generalizable Person Re-Identification with Query-Adaptive Convolution and Temporal Lifting Apr 23, 2019 Domain Generalization Generalizable Person Re-identification
— Unverified UniSent: Universal Adaptable Sentiment Lexica for 1000+ Languages Apr 21, 2019 Domain Adaptation Sentiment Analysis
— Unverified Automatic adaptation of object detectors to new domains using self-training Apr 15, 2019 Domain Adaptation Knowledge Distillation
Code Code Available Joint Discriminative and Generative Learning for Person Re-identification Apr 15, 2019 Image Generation Image-to-Image Translation
Code Code Available Towards Self-similarity Consistency and Feature Discrimination for Unsupervised Domain Adaptation Apr 13, 2019 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Domain-Symmetric Networks for Adversarial Domain Adaptation Apr 9, 2019 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Unsupervised Domain Adaptation for Multispectral Pedestrian Detection Apr 7, 2019 Autonomous Driving Domain Adaptation
— Unverified A Novel Unsupervised Camera-aware Domain Adaptation Framework for Person Re-identification Apr 6, 2019 Domain Adaptation Person Re-Identification
— Unverified Unsupervised Domain Adaptation of Contextualized Embeddings for Sequence Labeling Apr 4, 2019 Domain Adaptation Language Modeling
Code Code Available Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification Apr 3, 2019 Domain Adaptation Domain Adaptive Person Re-Identification
Code Code Available DADA: Depth-aware Domain Adaptation in Semantic Segmentation Apr 3, 2019 Domain Adaptation Image-to-Image Translation
Code Code Available Significance-aware Information Bottleneck for Domain Adaptive Semantic Segmentation Apr 1, 2019 Domain Adaptation image-classification
— Unverified All about Structure: Adapting Structural Information across Domains for Boosting Semantic Segmentation Mar 26, 2019 All Domain Adaptation
Code Code Available Accelerating Deep Unsupervised Domain Adaptation with Transfer Channel Pruning Mar 25, 2019 Domain Adaptation Transfer Learning
— Unverified Manifold Criterion Guided Transfer Learning via Intermediate Domain Generation Mar 25, 2019 Domain Adaptation Transfer Learning
Code Code Available 