Mind the Class Weight Bias: Weighted Maximum Mean Discrepancy for Unsupervised Domain Adaptation May 1, 2017 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Unsupervised Creation of Parameterized Avatars Apr 19, 2017 Domain Adaptation Unsupervised Domain Adaptation
— Unverified A Theory of Output-Side Unsupervised Domain Adaptation Mar 5, 2017 Domain Adaptation Generalization Bounds
— Unverified Addressing Appearance Change in Outdoor Robotics with Adversarial Domain Adaptation Mar 4, 2017 Autonomous Driving Domain Adaptation
— Unverified Asymmetric Tri-training for Unsupervised Domain Adaptation Feb 27, 2017 Domain Adaptation Sentiment Analysis
Code Code Available Just DIAL: DomaIn Alignment Layers for Unsupervised Domain Adaptation Feb 21, 2017 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Knowledge Adaptation: Teaching to Adapt Feb 7, 2017 Domain Adaptation Knowledge Distillation
— Unverified Hashing in the Zero Shot Framework with Domain Adaptation Feb 7, 2017 Domain Adaptation Image Retrieval
— Unverified Heterogeneous domain adaptation: An unsupervised approach Jan 10, 2017 Domain Adaptation text-classification
— Unverified Unsupervised domain adaptation in brain lesion segmentation with adversarial networks Dec 28, 2016 Domain Adaptation Lesion Segmentation
Code Code Available Unsupervised Pixel-Level Domain Adaptation with Generative Adversarial Networks Dec 16, 2016 Domain Adaptation Generative Adversarial Network
Code Code Available Hypothesis Testing in Unsupervised Domain Adaptation with Applications in Alzheimer's Disease Dec 1, 2016 Domain Adaptation Two-sample testing
— Unverified Learning Transferrable Representations for Unsupervised Domain Adaptation Dec 1, 2016 Domain Adaptation Object Recognition
— Unverified Deep Learning Prototype Domains for Person Re-Identification Oct 17, 2016 Deep Learning Domain Adaptation
— Unverified Kernel Selection using Multiple Kernel Learning and Domain Adaptation in Reproducing Kernel Hilbert Space, for Face Recognition under Surveillance Scenario Oct 3, 2016 Domain Adaptation Face Recognition
— Unverified A Deep Learning-Based Approach to Progressive Vehicle Re-identification for Urban Surveillance Sep 17, 2016 Unsupervised Domain Adaptation Vehicle Re-Identification
— Unverified Domain Separation Networks Aug 22, 2016 Domain Adaptation Domain Generalization
Code Code Available Deep Reconstruction-Classification Networks for Unsupervised Domain Adaptation Jul 12, 2016 Classification Domain Adaptation
Code Code Available Deep Relative Distance Learning: Tell the Difference Between Similar Vehicles Jun 1, 2016 Face Recognition Person Re-Identification
— Unverified Online Updating of Word Representations for Part-of-Speech Tagging Apr 2, 2016 Domain Adaptation Online unsupervised domain adaptation
— Unverified Unsupervised Domain Adaptation in the Wild: Dealing with Asymmetric Label Sets Mar 26, 2016 Domain Adaptation General Classification
— Unverified Lightweight Unsupervised Domain Adaptation by Convolutional Filter Reconstruction Mar 23, 2016 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Part-of-Speech Tagging for Historical English Mar 10, 2016 Domain Adaptation Part-Of-Speech Tagging
— 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 Bi-Shifting Auto-Encoder for Unsupervised Domain Adaptation Dec 1, 2015 Domain Adaptation Face Recognition
— Unverified Unsupervised Domain Adaptation for Zero-Shot Learning Dec 1, 2015 Action Recognition Domain Adaptation
— Unverified Unsupervised Domain Adaptation With Imbalanced Cross-Domain Data Dec 1, 2015 Domain Adaptation General Classification
— Unverified 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 Classifying Tweet Level Judgements of Rumours in Social Media Jun 1, 2015 Domain Adaptation Multi-Task Learning
— 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 Deep Transfer Network: Unsupervised Domain Adaptation Mar 2, 2015 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Importance weighting and unsupervised domain adaptation of POS taggers: a negative result Oct 1, 2014 Domain Adaptation POS
— Unverified 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 Recognizing RGB Images by Learning from RGB-D Data Jun 1, 2014 Domain Adaptation Object Recognition
— Unverified Domain Adaptation on the Statistical Manifold 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 Shifting Weights: Adapting Object Detectors from Image to Video Dec 1, 2012 Domain Adaptation Event Detection
— Unverified Unsupervised Domain Adaptation for Joint Segmentation and POS-Tagging Dec 1, 2012 Domain Adaptation Part-Of-Speech Tagging
— Unverified 