Adversarial Adaptation of Synthetic or Stale Data Jul 1, 2017 Domain Adaptation Spoken Language Understanding
— Unverified Domain Attention with an Ensemble of Experts Jul 1, 2017 Domain Adaptation Spoken Language Understanding
— Unverified An Unsupervised Neural Attention Model for Aspect Extraction Jul 1, 2017 Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA)
Code Code Available Active Sentiment Domain Adaptation Jul 1, 2017 Active Learning Domain Adaptation
— Unverified Detecting annotation noise in automatically labelled data Jul 1, 2017 Active Learning Domain Adaptation
— Unverified Distributional Adversarial Networks Jun 29, 2017 Domain Adaptation
Code Code Available Target contrastive pessimistic risk for robust domain adaptation Jun 25, 2017 Domain Adaptation Selection bias
Code Code Available Causal Embeddings for Recommendation Jun 23, 2017 Domain Adaptation
Code Code Available Model Selection with Nonlinear Embedding for Unsupervised Domain Adaptation Jun 23, 2017 Domain Adaptation General Classification
— Unverified Deep Hashing Network for Unsupervised Domain Adaptation Jun 22, 2017 Deep Hashing Domain Adaptation
Code Code Available Coupled Support Vector Machines for Supervised Domain Adaptation Jun 22, 2017 Domain Adaptation
— Unverified Nonlinear Embedding Transform for Unsupervised Domain Adaptation Jun 22, 2017 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Bayesian Joint Modelling for Object Localisation in Weakly Labelled Images Jun 19, 2017 Domain Adaptation Object
— Unverified Self-ensembling for visual domain adaptation Jun 16, 2017 Domain Adaptation
Code Code Available Unsupervised Domain Adaptation with Random Walks on Target Labelings Jun 16, 2017 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Neural Domain Adaptation for Biomedical Question Answering Jun 12, 2017 Articles Domain Adaptation
Code Code Available Stacked Convolutional and Recurrent Neural Networks for Bird Audio Detection Jun 7, 2017 Bird Audio Detection Data Augmentation
— Unverified Concept Transfer Learning for Adaptive Language Understanding Jun 3, 2017 Domain Adaptation Transfer Learning
— Unverified Adaptation au domaine pour l'analyse morpho-syntaxique (Domain Adaptation for PoS tagging) Jun 1, 2017 Domain Adaptation POS
— Unverified Joint auto-encoders: a flexible multi-task learning framework May 30, 2017 Domain Adaptation Multi-Task Learning
— Unverified Multiple Source Domain Adaptation with Adversarial Training of Neural Networks May 26, 2017 Domain Adaptation Sentiment Analysis
Code Code Available Conditional Adversarial Domain Adaptation May 26, 2017 Domain Adaptation General Classification
Code Code Available Principled Hybrids of Generative and Discriminative Domain Adaptation May 25, 2017 Domain Adaptation
— Unverified Robust Data Geometric Structure Aligned Close yet Discriminative Domain Adaptation May 24, 2017 Domain Adaptation General Classification
— Unverified Joint Distribution Optimal Transportation for Domain Adaptation May 24, 2017 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available From source to target and back: symmetric bi-directional adaptive GAN May 24, 2017 Domain Adaptation Image Generation
— Unverified Correlation Alignment by Riemannian Metric for Domain Adaptation May 23, 2017 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Minimax Statistical Learning with Wasserstein Distances May 22, 2017 Domain Adaptation Generalization Bounds
— Unverified Joint Geometrical and Statistical Alignment for Visual Domain Adaptation May 16, 2017 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Single Image Action Recognition by Predicting Space-Time Saliency May 12, 2017 Action Classification Action Recognition
— Unverified Detach and Adapt: Learning Cross-Domain Disentangled Deep Representation May 3, 2017 Attribute Disentanglement
— Unverified Mind the Class Weight Bias: Weighted Maximum Mean Discrepancy for Unsupervised Domain Adaptation May 1, 2017 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available BAM! The Behance Artistic Media Dataset for Recognition Beyond Photography Apr 27, 2017 Attribute Domain Adaptation
— Unverified AutoDIAL: Automatic DomaIn Alignment Layers Apr 26, 2017 Domain Adaptation
Code Code Available Lexically Constrained Decoding for Sequence Generation Using Grid Beam Search Apr 24, 2017 Domain Adaptation Machine Translation
Code Code Available Bandit Structured Prediction for Neural Sequence-to-Sequence Learning Apr 21, 2017 Domain Adaptation Machine Translation
Code Code Available Cross-domain Semantic Parsing via Paraphrasing Apr 20, 2017 Diversity Domain Adaptation
Code Code Available Unsupervised Creation of Parameterized Avatars Apr 19, 2017 Domain Adaptation Unsupervised Domain Adaptation
— Unverified A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference Apr 18, 2017 BIG-bench Machine Learning Domain Adaptation
Code Code Available Close Yet Distinctive Domain Adaptation Apr 13, 2017 Domain Adaptation image-classification
— Unverified Virtual to Real Reinforcement Learning for Autonomous Driving Apr 13, 2017 Autonomous Driving Domain Adaptation
Code Code Available Generate To Adapt: Aligning Domains using Generative Adversarial Networks Apr 6, 2017 Domain Adaptation Generative Adversarial Network
Code Code Available Toward Pan-Slavic NLP: Some Experiments with Language Adaptation Apr 1, 2017 Domain Adaptation Language Modeling
— Unverified Arabic Tweets Treebanking and Parsing: A Bootstrapping Approach Apr 1, 2017 Domain Adaptation
— Unverified Adapting a State-of-the-Art Tagger for South Slavic Languages to Non-Standard Text Apr 1, 2017 Domain Adaptation Lemmatization
— Unverified Single and Cross-domain Polarity Classification using String Kernels Apr 1, 2017 Classification Domain Adaptation
— Unverified Neural vs. Phrase-Based Machine Translation in a Multi-Domain Scenario Apr 1, 2017 Domain Adaptation Machine Translation
— Unverified Creating POS Tagging and Dependency Parsing Experts via Topic Modeling Apr 1, 2017 Dependency Parsing Domain Adaptation
— Unverified BabelDomains: Large-Scale Domain Labeling of Lexical Resources Apr 1, 2017 Clustering Domain Adaptation
— Unverified Deep Domain Adaptation Based Video Smoke Detection using Synthetic Smoke Images Mar 31, 2017 Domain Adaptation
— Unverified 