Discriminative Joint Probability Maximum Mean Discrepancy (DJP-MMD) for Domain Adaptation Dec 1, 2019 Domain Adaptation General Classification
Code Code Available Transferable Normalization: Towards Improving Transferability of Deep Neural Networks Dec 1, 2019 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Correlation-aware Adversarial Domain Adaptation and Generalization Nov 29, 2019 Domain Adaptation Domain Generalization
— Unverified Light-weight Calibrator: a Separable Component for Unsupervised Domain Adaptation Nov 28, 2019 Adversarial Attack Domain Adaptation
Code Code Available Discriminative Adversarial Domain Adaptation Nov 27, 2019 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Class-Conditional Domain Adaptation on Semantic Segmentation Nov 27, 2019 Domain Adaptation Semantic Segmentation
— Unverified Spatial-Aware GAN for Unsupervised Person Re-identification Nov 26, 2019 Domain Adaptation Person Re-Identification
— Unverified Unsupervised Domain Adaptation of Language Models for Reading Comprehension Nov 25, 2019 Domain Adaptation Language Modeling
— Unverified A Unified Deep Learning Approach for Prediction of Parkinson's Disease Nov 25, 2019 Deep Learning Domain Adaptation
— Unverified Deep Image-to-Video Adaptation and Fusion Networks for Action Recognition Nov 25, 2019 Action Recognition Action Recognition In Videos
— Unverified Learning New Tricks from Old Dogs -- Inter-Species, Inter-Tissue Domain Adaptation for Mitotic Figure Assessment Nov 25, 2019 Domain Adaptation
— Unverified Improving land cover segmentation across satellites using domain adaptation Nov 25, 2019 Domain Adaptation Earth Observation
Code Code Available Multi-source Distilling Domain Adaptation Nov 22, 2019 Domain Adaptation Multi-Source Unsupervised Domain Adaptation
Code Code Available Domain Adaptation for Object Detection via Style Consistency Nov 22, 2019 Domain Adaptation Object
Code Code Available Improving Unsupervised Domain Adaptation with Variational Information Bottleneck Nov 21, 2019 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Unsupervised Domain Adaptation by Optical Flow Augmentation in Semantic Segmentation Nov 20, 2019 Domain Adaptation Optical Flow Estimation
— Unverified Deep Detector Health Management under Adversarial Campaigns Nov 19, 2019 Domain Adaptation Management
— Unverified Unsupervised Domain Adaptation via Structured Prediction Based Selective Pseudo-Labeling Nov 18, 2019 Clustering Domain Adaptation
Code Code Available Neocortical plasticity: an unsupervised cake but no free lunch Nov 15, 2019 Domain Adaptation Representation Learning
— Unverified Curriculum Self-Paced Learning for Cross-Domain Object Detection Nov 15, 2019 Domain Adaptation Object
— Unverified Copy-Move Forgery Classification via Unsupervised Domain Adaptation Nov 14, 2019 Classification Domain Adaptation
— Unverified Neural Duplicate Question Detection without Labeled Training Data Nov 13, 2019 Answer Selection Community Question Answering
Code Code Available Unsupervised Domain Adaptation on Reading Comprehension Nov 13, 2019 Domain Adaptation Reading Comprehension
Code Code Available Open-Ended Visual Question Answering by Multi-Modal Domain Adaptation Nov 11, 2019 Domain Adaptation Question Answering
— Unverified Deep Transfer Learning for Thermal Dynamics Modeling in Smart Buildings Nov 8, 2019 Domain Adaptation Transfer Learning
— Unverified Relation Adversarial Network for Low Resource Knowledge Graph Completion Nov 8, 2019 Domain Adaptation Knowledge Graph Completion
— Unverified The TechQA Dataset Nov 8, 2019 Domain Adaptation Question Answering
Code Code Available Graph Domain Adaptation with Localized Graph Signal Representations Nov 7, 2019 Domain Adaptation GRAPH DOMAIN ADAPTATION
— Unverified Towards Domain Adaptation from Limited Data for Question Answering Using Deep Neural Networks Nov 6, 2019 Domain Adaptation Question Answering
— Unverified Unsupervised Domain Adaptation of Contextual Embeddings for Low-Resource Duplicate Question Detection Nov 6, 2019 Domain Adaptation Knowledge Graphs
— Unverified Federated Adversarial Domain Adaptation Nov 5, 2019 Disentanglement Domain Adaptation
— Unverified Fairness Violations and Mitigation under Covariate Shift Nov 2, 2019 Domain Adaptation Fairness
— Unverified Domain Adaptation with BERT-based Domain Classification and Data Selection Nov 1, 2019 Classification Domain Adaptation
— Unverified Fast Domain Adaptation of Semantic Parsers via Paraphrase Attention Nov 1, 2019 Domain Adaptation
— Unverified NICT's participation to WAT 2019: Multilingualism and Multi-step Fine-Tuning for Low Resource NMT Nov 1, 2019 Domain Adaptation Low Resource NMT
— Unverified Generic and Specialized Word Embeddings for Multi-Domain Machine Translation Nov 1, 2019 Domain Adaptation Machine Translation
— Unverified Forget Me Not: Reducing Catastrophic Forgetting for Domain Adaptation in Reading Comprehension Nov 1, 2019 Domain Adaptation Reading Comprehension
Code Code Available Air-Writing Translater: A Novel Unsupervised Domain Adaptation Method for Inertia-Trajectory Translation of In-air Handwriting Nov 1, 2019 Domain Adaptation Translation
— Unverified Improving Neural Machine Translation Robustness via Data Augmentation: Beyond Back-Translation Nov 1, 2019 Data Augmentation Diversity
Code Code Available Extreme Learning Machine-Based Heterogeneous Domain Adaptation for Classification of Hyperspectral Images Nov 1, 2019 Classification Classification Of Hyperspectral Images
— Unverified Biomedical Relation Classification by single and multiple source domain adaptation Nov 1, 2019 Classification Domain Adaptation
— Unverified Domain Adaptation for Person-Job Fit with Transferable Deep Global Match Network Nov 1, 2019 Domain Adaptation Sentence
— Unverified Domain Adaptation of Document-Level NMT in IWSLT19 Nov 1, 2019 Domain Adaptation NMT
— Unverified Transferable End-to-End Aspect-based Sentiment Analysis with Selective Adversarial Learning Oct 31, 2019 Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA)
Code Code Available Machine Translation of Restaurant Reviews: New Corpus for Domain Adaptation and Robustness Oct 31, 2019 Domain Adaptation Machine Translation
— Unverified 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 Cross lingual transfer learning for zero-resource domain adaptation Oct 29, 2019 Acoustic Modelling Cross-Lingual Transfer
— Unverified Deep causal representation learning for unsupervised domain adaptation Oct 28, 2019 Domain Adaptation Representation Learning
— Unverified Multi-sequence Cardiac MR Segmentation with Adversarial Domain Adaptation Network Oct 28, 2019 Domain Adaptation Management
— Unverified 