Deep Cocktail Network: Multi-source Unsupervised Domain Adaptation with Category Shift Mar 2, 2018 Domain Adaptation Multi-Source Unsupervised Domain Adaptation
Code Code Available Joint Training for Neural Machine Translation Models with Monolingual Data Mar 1, 2018 Domain Adaptation Machine Translation
— Unverified Gotta Adapt 'Em All: Joint Pixel and Feature-Level Domain Adaptation for Recognition in the Wild Feb 28, 2018 3D geometry All
Code Code Available Learning to Adapt Structured Output Space for Semantic Segmentation Feb 28, 2018 Domain Adaptation Image-to-Image Translation
Code Code Available Adaptive Deep Learning through Visual Domain Localization Feb 24, 2018 Deep Learning Domain Adaptation
Code Code Available Learning Optimal Policies from Observational Data Feb 23, 2018 Domain Adaptation Selection bias
— Unverified Learning Weighted Representations for Generalization Across Designs Feb 23, 2018 Causal Inference Domain Adaptation
— Unverified A DIRT-T Approach to Unsupervised Domain Adaptation Feb 23, 2018 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Discriminative Label Consistent Domain Adaptation Feb 21, 2018 Domain Adaptation image-classification
— Unverified A General Framework for Abstention Under Label Shift Feb 20, 2018 Domain Adaptation General Classification
Code Code Available Multinomial Adversarial Networks for Multi-Domain Text Classification Feb 15, 2018 Classification Cross-Domain Text Classification
Code Code Available Image-based Synthesis for Deep 3D Human Pose Estimation Feb 12, 2018 3D Human Pose Estimation 3D Pose Estimation
— Unverified Invertible Autoencoder for domain adaptation Feb 10, 2018 Autonomous Driving Domain Adaptation
— Unverified Deep Visual Domain Adaptation: A Survey Feb 10, 2018 Domain Adaptation Face Recognition
— Unverified Unsupervised Deep Domain Adaptation for Pedestrian Detection Feb 9, 2018 Domain Adaptation Pedestrian Detection
— Unverified Transductive Adversarial Networks (TAN) Feb 8, 2018 Domain Adaptation
Code Code Available Real-time Prediction of Intermediate-Horizon Automotive Collision Risk Feb 5, 2018 Collision Avoidance Domain Adaptation
— Unverified Museum Exhibit Identification Challenge for Domain Adaptation and Beyond Feb 4, 2018 Domain Adaptation Few-Shot Learning
— Unverified VR-Goggles for Robots: Real-to-sim Domain Adaptation for Visual Control Feb 1, 2018 Deep Reinforcement Learning Domain Adaptation
— Unverified Deep Adversarial Attention Alignment for Unsupervised Domain Adaptation: the Benefit of Target Expectation Maximization Jan 30, 2018 Domain Adaptation Unsupervised Domain Adaptation
— Unverified SRDA: Generating Instance Segmentation Annotation Via Scanning, Reasoning And Domain Adaptation Jan 26, 2018 Domain Adaptation Instance Segmentation
Code Code Available Semantic-aware Grad-GAN for Virtual-to-Real Urban Scene Adaption Jan 5, 2018 Domain Adaptation Segmentation
Code Code Available Optimal Bayesian Transfer Learning Jan 2, 2018 Domain Adaptation Transfer Learning
— Unverified Joint autoencoders: a flexible meta-learning framework Jan 1, 2018 Domain Adaptation Meta-Learning
— Unverified Domain Adaptation for Deep Reinforcement Learning in Visually Distinct Games Jan 1, 2018 Deep Reinforcement Learning Domain Adaptation
— Unverified Multiple Source Domain Adaptation with Adversarial Learning Jan 1, 2018 Domain Adaptation Sentiment Analysis
— Unverified Large Scale Optimal Transport and Mapping Estimation Jan 1, 2018 Domain Adaptation
— Unverified Discriminative and Geometry Aware Unsupervised Domain Adaptation Dec 28, 2017 Domain Adaptation image-classification
— Unverified Domain Adaptation Meets Disentangled Representation Learning and Style Transfer Dec 25, 2017 Domain Adaptation Representation Learning
— Unverified Incremental Adversarial Domain Adaptation for Continually Changing Environments Dec 20, 2017 Domain Adaptation Generative Adversarial Network
— Unverified SuperPoint: Self-Supervised Interest Point Detection and Description Dec 20, 2017 Domain Adaptation Homography Estimation
Code Code Available Structured Optimal Transport Dec 17, 2017 BIG-bench Machine Learning Domain Adaptation
— Unverified Unsupervised Domain Adaptation for 3D Keypoint Estimation via View Consistency Dec 15, 2017 Domain Adaptation Keypoint Estimation
Code Code Available Can We Teach Computers to Understand Art? Domain Adaptation for Enhancing Deep Networks Capacity to De-Abstract Art Dec 11, 2017 Domain Adaptation Style Transfer
— Unverified Domain Adaptation Using Adversarial Learning for Autonomous Navigation Dec 11, 2017 Autonomous Navigation Domain Adaptation
— Unverified Maximum Classifier Discrepancy for Unsupervised Domain Adaptation Dec 7, 2017 Domain Adaptation image-classification
Code Code Available Stretching Domain Adaptation: How far is too far? Dec 6, 2017 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Unsupervised Multi-Domain Image Translation with Domain-Specific Encoders/Decoders Dec 6, 2017 Decoder Domain Adaptation
— Unverified The Samsung and University of Edinburgh’s submission to IWSLT17 Dec 1, 2017 Decoder de-en
— Unverified The RWTH Aachen Machine Translation Systems for IWSLT 2017 Dec 1, 2017 Domain Adaptation Machine Translation
— Unverified Population Matching Discrepancy and Applications in Deep Learning Dec 1, 2017 Deep Learning Domain Adaptation
— Unverified Matching on Balanced Nonlinear Representations for Treatment Effects Estimation Dec 1, 2017 counterfactual Domain Adaptation
— Unverified Neural Regularized Domain Adaptation for Chinese Word Segmentation Dec 1, 2017 Chinese Word Segmentation Domain Adaptation
— Unverified Image to Image Translation for Domain Adaptation Dec 1, 2017 Domain Adaptation Image-to-Image Translation
— Unverified ROAD: Reality Oriented Adaptation for Semantic Segmentation of Urban Scenes Nov 30, 2017 Domain Adaptation Segmentation
— Unverified Minimal-Entropy Correlation Alignment for Unsupervised Deep Domain Adaptation Nov 28, 2017 Domain Adaptation General Classification
Code Code Available Learning to cluster in order to transfer across domains and tasks Nov 28, 2017 Clustering Constrained Clustering
Code Code Available Adversarial Transfer Learning for Cross-domain Visual Recognition Nov 24, 2017 Domain Adaptation Transfer Learning
— Unverified Cross-Domain Self-supervised Multi-task Feature Learning using Synthetic Imagery Nov 24, 2017 Domain Adaptation Multi-Task Learning
Code Code Available Unsupervised Domain Adaptation with Similarity Learning Nov 24, 2017 Domain Adaptation General Classification
— Unverified 