Return of Frustratingly Easy Domain Adaptation Nov 17, 2015 BIG-bench Machine Learning Domain Adaptation
Code Code Available Unsupervised Domain Adaptation for Word Sense Disambiguation using Stacked Denoising Autoencoder Oct 1, 2015 Denoising Domain Adaptation
— Unverified Zero-Shot Domain Adaptation via Kernel Regression on the Grassmannian Jul 28, 2015 Domain Adaptation regression
— Unverified Subspace Alignment Based Domain Adaptation for RCNN Detector Jul 20, 2015 Domain Adaptation Object
— Unverified A Hassle-Free Unsupervised Domain Adaptation Method Using Instance Similarity Features Jul 1, 2015 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Semantic Representations for Domain Adaptation: A Case Study on the Tree Kernel-based Method for Relation Extraction Jul 1, 2015 Domain Adaptation Relation Extraction
— Unverified Beyond the Shortest Path : Unsupervised Domain Adaptation by Sampling Subspaces Along the Spline Flow Jun 1, 2015 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Landmarks-Based Kernelized Subspace Alignment for Unsupervised Domain Adaptation Jun 1, 2015 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Classifying Tweet Level Judgements of Rumours in Social Media Jun 1, 2015 Domain Adaptation Multi-Task Learning
— Unverified Domain-Adversarial Training of Neural Networks May 28, 2015 Domain Adaptation Domain Generalization
Code Code Available Unsupervised Multi-Domain Adaptation with Feature Embeddings May 1, 2015 Domain Adaptation Representation Learning
Code Code Available Deep Transfer Network: Unsupervised Domain Adaptation Mar 2, 2015 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Unsupervised Domain Adaptation with Feature Embeddings Dec 14, 2014 Domain Adaptation Representation Learning
Code Code Available Importance weighting and unsupervised domain adaptation of POS taggers: a negative result Oct 1, 2014 Domain Adaptation POS
— Unverified Unsupervised Domain Adaptation by Backpropagation Sep 26, 2014 Domain Adaptation image-classification
Code Code Available Fast Easy Unsupervised Domain Adaptation with Marginalized Structured Dropout Jun 1, 2014 Denoising Domain Adaptation
— Unverified Transfer Joint Matching for Unsupervised Domain Adaptation Jun 1, 2014 Dimensionality Reduction Domain Adaptation
— Unverified Domain Adaptation on the Statistical Manifold Jun 1, 2014 Domain Adaptation Object Recognition
— Unverified Recognizing RGB Images by Learning from RGB-D Data Jun 1, 2014 Domain Adaptation Object Recognition
— Unverified FLORS: Fast and Simple Domain Adaptation for Part-of-Speech Tagging Jan 1, 2014 Domain Adaptation Part-Of-Speech Tagging
— Unverified Use of Combined Topic Models in Unsupervised Domain Adaptation for Word Sense Disambiguation Nov 1, 2013 Domain Adaptation Topic Models
— Unverified Towards Robust Cross-Domain Domain Adaptation for Part-of-Speech Tagging Oct 1, 2013 Dimensionality Reduction Domain Adaptation
— Unverified Subspace Interpolation via Dictionary Learning for Unsupervised Domain Adaptation Jun 1, 2013 Dictionary Learning Domain Adaptation
— Unverified Unsupervised Domain Adaptation for Joint Segmentation and POS-Tagging Dec 1, 2012 Domain Adaptation Part-Of-Speech Tagging
— Unverified Shifting Weights: Adapting Object Detectors from Image to Video Dec 1, 2012 Domain Adaptation Event Detection
— Unverified 