A Novel Domain Adaptation Framework for Medical Image Segmentation Oct 11, 2018 Domain Adaptation Image Registration
— 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 Seeing Beyond Appearance - Mapping Real Images into Geometrical Domains for Unsupervised CAD-based Recognition Oct 9, 2018 Denoising Domain Adaptation
— Unverified Unsupervised Adversarial Visual Level Domain Adaptation for Learning Video Object Detectors from Images Oct 4, 2018 Domain Adaptation Image-to-Image Translation
Code Code Available Transferring Physical Motion Between Domains for Neural Inertial Tracking Oct 4, 2018 Domain Adaptation
— Unverified A Generalized Neyman-Pearson Criterion for Optimal Domain Adaptation Oct 3, 2018 Binary Classification Domain Adaptation
— Unverified Fast Approach to Build an Automatic Sentiment Annotator for Legal Domain using Transfer Learning Oct 3, 2018 Domain Adaptation Transfer Learning
— Unverified LMU Munich's Neural Machine Translation Systems at WMT 2018 Oct 1, 2018 Domain Adaptation Machine Translation
— Unverified Improving the Generalization of Adversarial Training with Domain Adaptation Oct 1, 2018 Adversarial Attack Domain Adaptation
Code Code Available Exploring Named Entity Recognition As an Auxiliary Task for Slot Filling in Conversational Language Understanding Oct 1, 2018 Domain Adaptation Multi-Task Learning
— Unverified Cross-Domain Detection of Abusive Language Online Oct 1, 2018 Abusive Language Domain Adaptation
— Unverified Detecting Diabetes Risk from Social Media Activity Oct 1, 2018 Domain Adaptation
— Unverified Modeling Temporality of Human Intentions by Domain Adaptation Oct 1, 2018 Decision Making Domain Adaptation
— Unverified Translation of Biomedical Documents with Focus on Spanish-English Oct 1, 2018 Domain Adaptation Machine Translation
— Unverified An Unsupervised System for Parallel Corpus Filtering Oct 1, 2018 Domain Adaptation Language Modeling
— Unverified Hunter NMT System for WMT18 Biomedical Translation Task: Transfer Learning in Neural Machine Translation Oct 1, 2018 Domain Adaptation Ensemble Learning
— Unverified Transferring from Formal Newswire Domain with Hypernet for Twitter POS Tagging Oct 1, 2018 Domain Adaptation Multi-Task Learning
— Unverified Syntax-based Transfer Learning for the Task of Biomedical Relation Extraction Oct 1, 2018 Domain Adaptation Relation
— Unverified Pixel and Feature Level Based Domain Adaption for Object Detection in Autonomous Driving Sep 30, 2018 Autonomous Driving Domain Adaptation
— Unverified Real Time Monitoring of Social Media and Digital Press Sep 28, 2018 Data Visualization Domain Adaptation
— Unverified Adversarial Domain Adaptation for Stable Brain-Machine Interfaces Sep 28, 2018 Domain Adaptation Time Series Analysis
— Unverified Morpho-MNIST: Quantitative Assessment and Diagnostics for Representation Learning Sep 27, 2018 Diversity Domain Adaptation
Code Code Available DOMAIN ADAPTATION VIA DISTRIBUTION AND REPRESENTATION MATCHING: A CASE STUDY ON TRAINING DATA SELECTION VIA REINFORCEMENT LEARNING Sep 27, 2018 Dependency Parsing Domain Adaptation
— Unverified Semi-supervised Learning with Multi-Domain Sentiment Word Embeddings Sep 27, 2018 Domain Adaptation text-classification
— Unverified Unsupervised Adversarial Invariance Sep 26, 2018 Data Augmentation Disentanglement
— Unverified Taking A Closer Look at Domain Shift: Category-level Adversaries for Semantics Consistent Domain Adaptation Sep 25, 2018 Domain Adaptation Semantic Segmentation
Code Code Available Domain Adaptation for Robot Predictive Maintenance Systems Sep 23, 2018 Domain Adaptation Industrial Robots
— Unverified SqueezeSegV2: Improved Model Structure and Unsupervised Domain Adaptation for Road-Object Segmentation from a LiDAR Point Cloud Sep 22, 2018 3D Semantic Segmentation Domain Adaptation
Code Code Available Deep Domain Adaptation under Deep Label Scarcity Sep 20, 2018 Domain Adaptation Transductive Learning
— Unverified Understanding Behavior of Clinical Models under Domain Shifts Sep 20, 2018 Domain Adaptation Multi-Label Classification
— Unverified Sensor Transfer: Learning Optimal Sensor Effect Image Augmentation for Sim-to-Real Domain Adaptation Sep 17, 2018 Domain Adaptation Image Augmentation
— Unverified Style Augmentation: Data Augmentation via Style Randomization Sep 14, 2018 Classification Data Augmentation
Code Code Available A Domain Agnostic Normalization Layer for Unsupervised Adversarial Domain Adaptation Sep 14, 2018 Domain Adaptation Scene Segmentation
— Unverified Freezing Subnetworks to Analyze Domain Adaptation in Neural Machine Translation Sep 14, 2018 Decoder Domain Adaptation
— Unverified Learning structure-from-motion from motion Sep 12, 2018 Depth Estimation Depth Prediction
— Unverified A Two-Step Learning Method For Detecting Landmarks on Faces From Different Domains Sep 12, 2018 Domain Adaptation
— Unverified Unsupervised Domain Adaptation Based on Source-guided Discrepancy Sep 11, 2018 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Improved Techniques for Adversarial Discriminative Domain Adaptation Sep 10, 2018 Denoising Domain Adaptation
— Unverified Unsupervised Person Re-identification by Deep Learning Tracklet Association Sep 8, 2018 Benchmarking Deep Learning
— Unverified Multi-Source Domain Adaptation with Mixture of Experts Sep 7, 2018 Domain Adaptation Mixture-of-Experts
Code Code Available Adversarial Domain Adaptation for Duplicate Question Detection Sep 7, 2018 Domain Adaptation Question Similarity
Code Code Available Domain Adaptation for Real-Time Student Performance Prediction Sep 7, 2018 Domain Adaptation Prediction
— Unverified Data Augmentation for Spoken Language Understanding via Joint Variational Generation Sep 7, 2018 Data Augmentation Domain Adaptation
— Unverified A Unified Feature Disentangler for Multi-Domain Image Translation and Manipulation Sep 5, 2018 Domain Adaptation Translation
Code Code Available Multi-target Unsupervised Domain Adaptation without Exactly Shared Categories Sep 4, 2018 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Parameter Transfer Extreme Learning Machine based on Projective Model Sep 4, 2018 Domain Adaptation feature selection
Code Code Available Penalizing Top Performers: Conservative Loss for Semantic Segmentation Adaptation Sep 4, 2018 Domain Adaptation Segmentation
— Unverified Generalizing A Person Retrieval Model Hetero- and Homogeneously Sep 1, 2018 Domain Adaptation model
Code Code Available Museum Exhibit Identification Challenge for the Supervised Domain Adaptation and Beyond Sep 1, 2018 Domain Adaptation Few-Shot Learning
— Unverified 