Learning Hidden Unit Contribution for Adapting Neural Machine Translation Models Jun 1, 2018 Domain Adaptation Machine Translation
— Unverified Conditional Generative Adversarial Network for Structured Domain Adaptation Jun 1, 2018 Autonomous Driving Domain Adaptation
— Unverified YNU-HPCC at SemEval-2018 Task 1: BiLSTM with Attention based Sentiment Analysis for Affect in Tweets Jun 1, 2018 Classification Domain Adaptation
— Unverified Learning Factorized Representations for Open-set Domain Adaptation May 31, 2018 Domain Adaptation
— Unverified One-shot domain adaptation in multiple sclerosis lesion segmentation using convolutional neural networks May 31, 2018 Domain Adaptation Lesion Segmentation
Code Code Available Robust Place Categorization with Deep Domain Generalization May 30, 2018 Domain Adaptation Domain Generalization
Code Code Available K-Beam Minimax: Efficient Optimization for Deep Adversarial Learning May 29, 2018 Domain Adaptation
Code Code Available AdapterNet - learning input transformation for domain adaptation May 29, 2018 Domain Adaptation
— Unverified Unsupervised Domain Adaptation using Regularized Hyper-graph Matching May 22, 2018 Domain Adaptation Graph Matching
— Unverified DiDA: Disentangled Synthesis for Domain Adaptation May 21, 2018 Disentanglement Domain Adaptation
— Unverified Learning Sampling Policies for Domain Adaptation May 19, 2018 Classification Domain Adaptation
— Unverified Extending a Parser to Distant Domains Using a Few Dozen Partially Annotated Examples May 16, 2018 Domain Adaptation
Code Code Available An Evaluation of Deep CNN Baselines for Scene-Independent Person Re-Identification May 16, 2018 Domain Adaptation Large-Scale Person Re-Identification
— Unverified What's in a Domain? Learning Domain-Robust Text Representations using Adversarial Training May 16, 2018 Domain Adaptation Language Identification
Code Code Available Fast Retinomorphic Event Stream for Video Recognition and Reinforcement Learning May 16, 2018 Action Recognition Atari Games
— Unverified Visual Representations for Semantic Target Driven Navigation May 15, 2018 Domain Adaptation Visual Navigation
Code Code Available Domain Adaptation with Adversarial Training and Graph Embeddings May 14, 2018 Domain Adaptation
Code Code Available A La Carte Embedding: Cheap but Effective Induction of Semantic Feature Vectors May 14, 2018 Document Classification Domain Adaptation
Code Code Available Exploiting Images for Video Recognition with Hierarchical Generative Adversarial Networks May 11, 2018 Domain Adaptation Video Recognition
— Unverified Semi-Supervised Domain Adaptation with Representation Learning for Semantic Segmentation across Time May 10, 2018 Domain Adaptation regression
— Unverified Unpaired Multi-Domain Image Generation via Regularized Conditional GANs May 7, 2018 Domain Adaptation Image Generation
Code Code Available Transferring GANs: generating images from limited data May 4, 2018 10-shot image generation Diversity
Code Code Available Multi-label Learning Based Deep Transfer Neural Network for Facial Attribute Classification May 3, 2018 Attribute Classification
— Unverified Boosting Domain Adaptation by Discovering Latent Domains May 3, 2018 Domain Adaptation
Code Code Available Improving domain-specific SMT for low-resourced languages using data from different domains May 1, 2018 Domain Adaptation Language Modeling
— Unverified Multi-layer Annotation of the Rigveda May 1, 2018 Domain Adaptation
— Unverified Language adaptation experiments via cross-lingual embeddings for related languages May 1, 2018 Domain Adaptation Information Retrieval
— Unverified Sample-to-Sample Correspondence for Unsupervised Domain Adaptation May 1, 2018 Domain Adaptation General Classification
— Unverified Adversarial adaptive 1-D convolutional neural networks for bearing fault diagnosis under varying working condition May 1, 2018 Domain Adaptation Fault Diagnosis
— Unverified Fluid Annotation: A Granularity-aware Annotation Tool for Chinese Word Fluidity May 1, 2018 Chinese Word Segmentation Domain Adaptation
— Unverified Experiments with Convolutional Neural Networks for Multi-Label Authorship Attribution May 1, 2018 Authorship Attribution Domain Adaptation
Code Code Available Multilingual Parallel Corpus for Global Communication Plan May 1, 2018 Domain Adaptation Machine Translation
— Unverified SoMeWeTa: A Part-of-Speech Tagger for German Social Media and Web Texts May 1, 2018 Domain Adaptation Lemmatization
Code Code Available A Hybrid Approach for Automatic Extraction of Bilingual Multiword Expressions from Parallel Corpora May 1, 2018 Domain Adaptation Information Retrieval
— Unverified Can Domain Adaptation be Handled as Analogies? May 1, 2018 Aspect-Based Sentiment Analysis (ABSA) Document Classification
— Unverified Evaluating Domain Adaptation for Machine Translation Across Scenarios May 1, 2018 Domain Adaptation Machine Translation
— Unverified Unsupervised Cross-Modality Domain Adaptation of ConvNets for Biomedical Image Segmentations with Adversarial Loss Apr 29, 2018 Domain Adaptation Transfer Learning
Code Code Available A Unified Framework for Domain Adaptation using Metric Learning on Manifolds Apr 28, 2018 Domain Adaptation Metric Learning
Code Code Available Generalizing Across Domains via Cross-Gradient Training Apr 28, 2018 Data Augmentation Domain Adaptation
Code Code Available Open Set Domain Adaptation by Backpropagation Apr 27, 2018 Domain Adaptation
Code Code Available Domain Adaptation through Synthesis for Unsupervised Person Re-identification Apr 26, 2018 Diversity Domain Adaptation
— Unverified Hierarchical Attention Transfer Network for Cross-Domain Sentiment Classification Apr 26, 2018 Classification Cross-Domain Text Classification
Code Code Available Adaptation and Re-Identification Network: An Unsupervised Deep Transfer Learning Approach to Person Re-Identification Apr 25, 2018 Domain Adaptation Person Re-Identification
— Unverified Strong Baselines for Neural Semi-supervised Learning under Domain Shift Apr 25, 2018 Domain Adaptation Multi-Task Learning
Code Code Available Unsupervised Domain Adaptation with Adversarial Residual Transform Networks Apr 25, 2018 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Fully Convolutional Adaptation Networks for Semantic Segmentation Apr 23, 2018 Domain Adaptation Semantic Segmentation
— Unverified Domain and Geometry Agnostic CNNs for Left Atrium Segmentation in 3D Ultrasound Apr 20, 2018 Domain Adaptation Left Atrium Segmentation
— Unverified Deep Transfer Network with Joint Distribution Adaptation: A New Intelligent Fault Diagnosis Framework for Industry Application Apr 18, 2018 Domain Adaptation Fault Diagnosis
— Unverified SeerNet at SemEval-2018 Task 1: Domain Adaptation for Affect in Tweets Apr 17, 2018 Domain Adaptation General Classification
— Unverified Cross-Domain Adversarial Auto-Encoder Apr 17, 2018 Domain Adaptation Image Generation
Code Code Available 