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 Zero-Annotation Object Detection with Web Knowledge Transfer Nov 16, 2017 Domain Adaptation Object
— Unverified Less-forgetful Learning for Domain Expansion in Deep Neural Networks Nov 16, 2017 Domain Adaptation image-classification
— Unverified How Generative Adversarial Networks and Their Variants Work: An Overview Nov 16, 2017 Attribute Domain Adaptation
— Unverified Robust Unsupervised Domain Adaptation for Neural Networks via Moment Alignment Nov 16, 2017 Domain Adaptation Object Recognition
Code Code Available 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 MarrNet: 3D Shape Reconstruction via 2.5D Sketches Nov 8, 2017 3D Object Reconstruction 3D Object Reconstruction From A Single Image
— Unverified CyCADA: Cycle-Consistent Adversarial Domain Adaptation Nov 8, 2017 Domain Adaptation Image-to-Image Translation
Code Code Available Large-Scale Optimal Transport and Mapping Estimation Nov 7, 2017 Domain Adaptation
Code Code Available Few-Shot Adversarial Domain Adaptation Nov 5, 2017 Domain Adaptation Few-Shot Learning
— Unverified Adversarial Dropout Regularization Nov 5, 2017 Domain Adaptation General Classification
— Unverified Japanese all-words WSD system using the Kyoto Text Analysis ToolKit Nov 1, 2017 All Domain Adaptation
— Unverified Addressing Domain Adaptation for Chinese Word Segmentation with Global Recurrent Structure Nov 1, 2017 Articles Chinese Word Segmentation
— Unverified Domain Adaptation for Relation Extraction with Domain Adversarial Neural Network Nov 1, 2017 Domain Adaptation Relation
— Unverified Domain-Adaptable Hybrid Generation of RDF Entity Descriptions Nov 1, 2017 Diversity Domain Adaptation
— 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 Leveraging Auxiliary Tasks for Document-Level Cross-Domain Sentiment Classification Nov 1, 2017 Classification Denoising
— Unverified Controlling Target Features in Neural Machine Translation via Prefix Constraints Nov 1, 2017 Domain Adaptation Machine Translation
— Unverified Generalized End-to-End Loss for Speaker Verification Oct 28, 2017 Domain Adaptation Speaker Verification
Code Code Available Learning Wasserstein Embeddings Oct 20, 2017 Decoder Dimensionality Reduction
Code Code Available VisDA: The Visual Domain Adaptation Challenge Oct 18, 2017 Domain Adaptation General Classification
Code Code Available 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 Open Set Domain Adaptation Oct 1, 2017 Domain Adaptation
— Unverified PUnDA: Probabilistic Unsupervised Domain Adaptation for Knowledge Transfer Across Visual Categories Oct 1, 2017 Domain Adaptation General Classification
— Unverified Unsupervised Domain Adaptation with Copula Models Sep 29, 2017 Domain Adaptation regression
— Unverified Unified Deep Supervised Domain Adaptation and Generalization Sep 28, 2017 Domain Adaptation Domain Generalization
Code Code Available Domain Adaptation from Synthesis to Reality in Single-model Detector for Video Smoke Detection Sep 24, 2017 Domain Adaptation object-detection
— Unverified Using Simulation and Domain Adaptation to Improve Efficiency of Deep Robotic Grasping Sep 22, 2017 Domain Adaptation Industrial Robots
Code Code Available Mitigating the Impact of Speech Recognition Errors on Chatbot using Sequence-to-Sequence Model Sep 22, 2017 Chatbot Decoder
— Unverified Translating Terminological Expressions in Knowledge Bases with Neural Machine Translation Sep 7, 2017 Domain Adaptation Knowledge Graphs
— Unverified Fine-grained Recognition in the Wild: A Multi-Task Domain Adaptation Approach Sep 7, 2017 Attribute Domain Adaptation
— Unverified Phylogenetic Convolutional Neural Networks in Metagenomics Sep 6, 2017 Deep Learning Domain Adaptation
— Unverified Building Multiword Expressions Bilingual Lexicons for Domain Adaptation of an Example-Based Machine Translation System Sep 1, 2017 Domain Adaptation Information Retrieval
— Unverified Similarity Based Genre Identification for POS Tagging Experts \& Dependency Parsing Sep 1, 2017 Dependency Parsing Domain Adaptation
— Unverified Adapting the TTL Romanian POS Tagger to the Biomedical Domain Sep 1, 2017 Chunking Domain Adaptation
— Unverified One model per entity: using hundreds of machine learning models to recognize and normalize biomedical names in text Sep 1, 2017 BIG-bench Machine Learning Domain Adaptation
— Unverified Tilde's Machine Translation Systems for WMT 2017 Sep 1, 2017 Domain Adaptation Machine Translation
Code Code Available Automatic Threshold Detection for Data Selection in Machine Translation Sep 1, 2017 Domain Adaptation Information Retrieval
— Unverified The Karlsruhe Institute of Technology Systems for the News Translation Task in WMT 2017 Sep 1, 2017 Domain Adaptation Machine Translation
— Unverified PJIIT's systems for WMT 2017 Conference Sep 1, 2017 Domain Adaptation Language Modeling
— Unverified NRC Machine Translation System for WMT 2017 Sep 1, 2017 Domain Adaptation Machine Translation
— Unverified 