Domain Adaptation by Using Causal Inference to Predict Invariant Conditional Distributions Jul 20, 2017 Causal Inference Domain Adaptation
Code Code Available Unsupervised Domain Adaptation for Robust Speech Recognition via Variational Autoencoder-Based Data Augmentation Jul 19, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified When Unsupervised Domain Adaptation Meets Tensor Representations Jul 19, 2017 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Domain Adaptation for Resume Classification Using Convolutional Neural Networks Jul 18, 2017 Classification Domain Adaptation
— Unverified PAC-Bayes and Domain Adaptation Jul 17, 2017 Domain Adaptation Generalization Bounds
— Unverified On Measuring and Quantifying Performance: Error Rates, Surrogate Loss, and an Example in SSL Jul 13, 2017 Active Learning Domain Adaptation
— Unverified Stable Distribution Alignment Using the Dual of the Adversarial Distance Jul 13, 2017 Domain Adaptation
— Unverified Deep Domain Adaptation by Geodesic Distance Minimization Jul 13, 2017 Domain Adaptation
— Unverified Zero-Shot Deep Domain Adaptation Jul 6, 2017 Classification Domain Adaptation
— Unverified Wasserstein Distance Guided Representation Learning for Domain Adaptation Jul 5, 2017 Domain Adaptation General Classification
Code Code Available Zero-Shot Fine-Grained Classification by Deep Feature Learning with Semantics Jul 4, 2017 Classification Domain Adaptation
— Unverified Domain Attention with an Ensemble of Experts Jul 1, 2017 Domain Adaptation Spoken Language Understanding
— Unverified An Empirical Comparison of Domain Adaptation Methods for Neural Machine Translation Jul 1, 2017 Domain Adaptation Machine Translation
— Unverified Active Sentiment Domain Adaptation Jul 1, 2017 Active Learning Domain Adaptation
— Unverified Sentence Embedding for Neural Machine Translation Domain Adaptation Jul 1, 2017 Domain Adaptation Language Modeling
— Unverified An Unsupervised Neural Attention Model for Aspect Extraction Jul 1, 2017 Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA)
Code Code Available Parser Adaptation for Social Media by Integrating Normalization Jul 1, 2017 Domain Adaptation Named Entity Recognition (NER)
— Unverified Detecting annotation noise in automatically labelled data Jul 1, 2017 Active Learning Domain Adaptation
— Unverified Adversarial Adaptation of Synthetic or Stale Data Jul 1, 2017 Domain Adaptation Spoken Language Understanding
— Unverified Efficient Extraction of Pseudo-Parallel Sentences from Raw Monolingual Data Using Word Embeddings Jul 1, 2017 Domain Adaptation Information Retrieval
— Unverified Zero-Shot Classification With Discriminative Semantic Representation Learning Jul 1, 2017 Attribute Classification
— 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 Model Selection with Nonlinear Embedding for Unsupervised Domain Adaptation Jun 23, 2017 Domain Adaptation General Classification
— Unverified Causal Embeddings for Recommendation Jun 23, 2017 Domain Adaptation
Code Code Available Nonlinear Embedding Transform for Unsupervised Domain Adaptation Jun 22, 2017 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Coupled Support Vector Machines for Supervised Domain Adaptation Jun 22, 2017 Domain Adaptation
— Unverified Bayesian Joint Modelling for Object Localisation in Weakly Labelled Images Jun 19, 2017 Domain Adaptation Object
— Unverified 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 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 From source to target and back: symmetric bi-directional adaptive GAN May 24, 2017 Domain Adaptation Image Generation
— Unverified Joint Distribution Optimal Transportation for Domain Adaptation May 24, 2017 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 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 