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 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 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 RWTH Aachen Machine Translation Systems for IWSLT 2017 Dec 1, 2017 Domain Adaptation Machine Translation
— Unverified Image to Image Translation for Domain Adaptation Dec 1, 2017 Domain Adaptation Image-to-Image Translation
— Unverified Neural Regularized Domain Adaptation for Chinese Word Segmentation Dec 1, 2017 Chinese Word Segmentation Domain Adaptation
— Unverified Matching on Balanced Nonlinear Representations for Treatment Effects Estimation Dec 1, 2017 counterfactual Domain Adaptation
— Unverified Population Matching Discrepancy and Applications in Deep Learning Dec 1, 2017 Deep Learning Domain Adaptation
— Unverified The Samsung and University of Edinburgh’s submission to IWSLT17 Dec 1, 2017 Decoder de-en
— Unverified ROAD: Reality Oriented Adaptation for Semantic Segmentation of Urban Scenes Nov 30, 2017 Domain Adaptation Segmentation
— Unverified Learning to cluster in order to transfer across domains and tasks Nov 28, 2017 Clustering Constrained Clustering
Code Code Available Minimal-Entropy Correlation Alignment for Unsupervised Deep Domain Adaptation Nov 28, 2017 Domain Adaptation General Classification
Code Code Available Unsupervised Domain Adaptation with Similarity Learning Nov 24, 2017 Domain Adaptation General Classification
— Unverified Cross-Domain Self-supervised Multi-task Feature Learning using Synthetic Imagery Nov 24, 2017 Domain Adaptation Multi-Task Learning
Code Code Available Adversarial Transfer Learning for Cross-domain Visual Recognition Nov 24, 2017 Domain Adaptation Transfer Learning
— Unverified Adversarial Feature Augmentation for Unsupervised Domain Adaptation Nov 23, 2017 Data Augmentation Domain Adaptation
Code Code Available Unsupervised Adaptation with Domain Separation Networks for Robust Speech Recognition Nov 21, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Residual Parameter Transfer for Deep Domain Adaptation Nov 21, 2017 Domain Adaptation
— Unverified Parameter Reference Loss for Unsupervised Domain Adaptation Nov 20, 2017 Domain Adaptation Model Selection
— Unverified Learning from Synthetic Data: Addressing Domain Shift for Semantic Segmentation Nov 19, 2017 Domain Adaptation Semantic Segmentation
— Unverified Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification Nov 19, 2017 Domain Adaptation Generative Adversarial Network
Code Code Available Unsupervised Reverse Domain Adaptation for Synthetic Medical Images via Adversarial Training Nov 17, 2017 Depth Estimation Domain Adaptation
— Unverified Robust Unsupervised Domain Adaptation for Neural Networks via Moment Alignment Nov 16, 2017 Domain Adaptation Object Recognition
Code Code Available Zero-Annotation Object Detection with Web Knowledge Transfer Nov 16, 2017 Domain Adaptation Object
— Unverified How Generative Adversarial Networks and Their Variants Work: An Overview Nov 16, 2017 Attribute Domain Adaptation
— Unverified Less-forgetful Learning for Domain Expansion in Deep Neural Networks Nov 16, 2017 Domain Adaptation image-classification
— Unverified XGAN: Unsupervised Image-to-Image Translation for Many-to-Many Mappings Nov 14, 2017 Domain Adaptation Image-to-Image Translation
Code Code Available A Fully Convolutional Tri-branch Network (FCTN) for Domain Adaptation Nov 10, 2017 Domain Adaptation Scene Segmentation
— Unverified CyCADA: Cycle-Consistent Adversarial Domain Adaptation Nov 8, 2017 Domain Adaptation Image-to-Image Translation
Code Code Available MarrNet: 3D Shape Reconstruction via 2.5D Sketches Nov 8, 2017 3D Object Reconstruction 3D Object Reconstruction From A Single Image
— Unverified Large-Scale Optimal Transport and Mapping Estimation Nov 7, 2017 Domain Adaptation
Code Code Available Adversarial Dropout Regularization Nov 5, 2017 Domain Adaptation General Classification
— Unverified Few-Shot Adversarial Domain Adaptation Nov 5, 2017 Domain Adaptation Few-Shot Learning
— Unverified Japanese all-words WSD system using the Kyoto Text Analysis ToolKit Nov 1, 2017 All Domain Adaptation
— Unverified Controlling Target Features in Neural Machine Translation via Prefix Constraints Nov 1, 2017 Domain Adaptation Machine Translation
— Unverified Domain Adaptation from User-level Facebook Models to County-level Twitter Predictions Nov 1, 2017 Domain Adaptation
— Unverified Neural Lattice Search for Domain Adaptation in Machine Translation Nov 1, 2017 Domain Adaptation Machine Translation
— Unverified Domain-Adaptable Hybrid Generation of RDF Entity Descriptions Nov 1, 2017 Diversity Domain Adaptation
— Unverified Domain Adaptation for Relation Extraction with Domain Adversarial Neural Network Nov 1, 2017 Domain Adaptation Relation
— Unverified Addressing Domain Adaptation for Chinese Word Segmentation with Global Recurrent Structure Nov 1, 2017 Articles Chinese Word Segmentation
— Unverified Leveraging Auxiliary Tasks for Document-Level Cross-Domain Sentiment Classification Nov 1, 2017 Classification Denoising
— Unverified Multi-Task Domain Adaptation for Deep Learning of Instance Grasping from Simulation Oct 17, 2017 Domain Adaptation Instance Segmentation
— Unverified Identifying Quantum Phase Transitions with Adversarial Neural Networks Oct 11, 2017 Domain Adaptation Feature Engineering
Code Code Available PUnDA: Probabilistic Unsupervised Domain Adaptation for Knowledge Transfer Across Visual Categories Oct 1, 2017 Domain Adaptation General Classification
— Unverified Open Set Domain Adaptation Oct 1, 2017 Domain Adaptation
— Unverified 