PotTS at SemEval-2016 Task 4: Sentiment Analysis of Twitter Using Character-level Convolutional Neural Networks. Jun 1, 2016 Domain Adaptation Opinion Mining
— Unverified Bayesian Supervised Domain Adaptation for Short Text Similarity Jun 1, 2016 Domain Adaptation Machine Translation
— Unverified SODA:Service Oriented Domain Adaptation Architecture for Microblog Categorization Jun 1, 2016 Active Learning Domain Adaptation
— Unverified Model-driven Simulations for Deep Convolutional Neural Networks May 31, 2016 Domain Adaptation model
— Unverified Video Summarization with Long Short-term Memory May 26, 2016 Domain Adaptation Structured Prediction
Code Code Available Cross Domain Adaptation by Learning Partially Shared Classifiers and Weighting Source Data Points in the Shared Subspaces May 21, 2016 Domain Adaptation Transfer Learning
— Unverified Going Deeper into Action Recognition: A Survey May 16, 2016 Action Analysis Action Recognition
— Unverified Learning Representations for Counterfactual Inference May 12, 2016 Causal Inference counterfactual
Code Code Available Using BabelNet to Improve OOV Coverage in SMT May 1, 2016 Domain Adaptation Machine Translation
— Unverified POS-tagging of Historical Dutch May 1, 2016 Domain Adaptation POS
— Unverified Domain Adaptation for Named Entity Recognition Using CRFs May 1, 2016 Domain Adaptation named-entity-recognition
— Unverified Domain Adaptation in MT Using Titles in Wikipedia as a Parallel Corpus: Resources and Evaluation May 1, 2016 Articles Domain Adaptation
— Unverified Gaussian Process Domain Experts for Model Adaptation in Facial Behavior Analysis Apr 11, 2016 Domain Adaptation Gaussian Processes
— Unverified Synthesizing Training Images for Boosting Human 3D Pose Estimation Apr 10, 2016 2D Pose Estimation 3D Pose Estimation
— Unverified Online Updating of Word Representations for Part-of-Speech Tagging Apr 2, 2016 Domain Adaptation Online unsupervised domain adaptation
— Unverified Domain Adaptation of Recurrent Neural Networks for Natural Language Understanding Apr 1, 2016 Domain Adaptation Multi-Task Learning
— Unverified Adapting Models to Signal Degradation using Distillation Apr 1, 2016 Domain Adaptation Knowledge Distillation
— Unverified Unsupervised Domain Adaptation in the Wild: Dealing with Asymmetric Label Sets Mar 26, 2016 Domain Adaptation General Classification
— Unverified How useful is photo-realistic rendering for visual learning? Mar 26, 2016 Domain Adaptation Viewpoint Estimation
— Unverified Lightweight Unsupervised Domain Adaptation by Convolutional Filter Reconstruction Mar 23, 2016 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Beyond Sharing Weights for Deep Domain Adaptation Mar 21, 2016 Domain Adaptation Object Recognition
— Unverified DASA: Domain Adaptation in Stacked Autoencoders using Systematic Dropout Mar 19, 2016 Domain Adaptation Retinal Vessel Segmentation
— Unverified Revisiting Batch Normalization For Practical Domain Adaptation Mar 15, 2016 Domain Adaptation image-classification
Code Code Available Learning Domain-Invariant Subspace using Domain Features and Independence Maximization Mar 15, 2016 Domain Adaptation
Code Code Available Part-of-Speech Tagging for Historical English Mar 10, 2016 Domain Adaptation Part-Of-Speech Tagging
— Unverified Multi-domain Neural Network Language Generation for Spoken Dialogue Systems Mar 3, 2016 Domain Adaptation Spoken Dialogue Systems
— Unverified Cross-Language Domain Adaptation for Classifying Crisis-Related Short Messages Feb 17, 2016 Domain Adaptation
— Unverified Unsupervised Domain Adaptation Using Approximate Label Matching Feb 16, 2016 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Unsupervised Domain Adaptation with Residual Transfer Networks Feb 14, 2016 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Unsupervised Transductive Domain Adaptation Feb 10, 2016 Domain Adaptation Object Recognition
— Unverified Hybrid CNN and Dictionary-Based Models for Scene Recognition and Domain Adaptation Jan 29, 2016 Clustering Domain Adaptation
— Unverified Studying Very Low Resolution Recognition Using Deep Networks Jan 16, 2016 Domain Adaptation Face Identification
— Unverified Adapting to All Domains at Once: Rewarding Domain Invariance in SMT Jan 1, 2016 All Domain Adaptation
Code Code Available Domain Adaptation and Transfer Learning in StochasticNets Dec 18, 2015 BIG-bench Machine Learning Domain Adaptation
— Unverified Feature-Level Domain Adaptation Dec 15, 2015 Domain Adaptation
— Unverified Scalable domain adaptation of convolutional neural networks Dec 7, 2015 Domain Adaptation Reranking
— Unverified PJAIT Systems for the IWSLT 2015 Evaluation Campaign Enhanced by Comparable Corpora Dec 5, 2015 Domain Adaptation Language Modeling
— Unverified What can we learn about CNNs from a large scale controlled object dataset? Dec 4, 2015 Domain Adaptation Object Recognition
— Unverified Unsupervised Domain Adaptation With Imbalanced Cross-Domain Data Dec 1, 2015 Domain Adaptation General Classification
— Unverified Multi-View Domain Generalization for Visual Recognition Dec 1, 2015 Domain Adaptation Domain Generalization
— Unverified Unsupervised Domain Adaptation for Zero-Shot Learning Dec 1, 2015 Action Recognition Domain Adaptation
— Unverified Bi-Shifting Auto-Encoder for Unsupervised Domain Adaptation Dec 1, 2015 Domain Adaptation Face Recognition
— Unverified Domain Adaption of Named Entity Recognition to Support Credit Risk Assessment Dec 1, 2015 Domain Adaptation named-entity-recognition
— Unverified Video Tracking Using Learned Hierarchical Features Nov 25, 2015 Domain Adaptation Network Embedding
— Unverified Adapting Deep Visuomotor Representations with Weak Pairwise Constraints Nov 23, 2015 Domain Adaptation
— Unverified Towards Principled Unsupervised Learning Nov 19, 2015 Domain Adaptation
— Unverified Return of Frustratingly Easy Domain Adaptation Nov 17, 2015 BIG-bench Machine Learning Domain Adaptation
Code Code Available When Naïve Bayes Nearest Neighbours Meet Convolutional Neural Networks Nov 12, 2015 Domain Adaptation
— Unverified Scatter Component Analysis: A Unified Framework for Domain Adaptation and Domain Generalization Oct 15, 2015 Domain Adaptation Domain Generalization
— Unverified Simultaneous Deep Transfer Across Domains and Tasks Oct 8, 2015 Domain Adaptation
Code Code Available 