Task Driven Generative Modeling for Unsupervised Domain Adaptation: Application to X-ray Image Segmentation Jun 11, 2018 Anatomy Domain Adaptation
— Unverified Cross-Dataset Adaptation for Visual Question Answering Jun 10, 2018 Domain Adaptation Question Answering
— Unverified Findings of the Second Workshop on Neural Machine Translation and Generation Jun 8, 2018 Data Augmentation Domain Adaptation
— Unverified #SarcasmDetection is soooo general! Towards a Domain-Independent Approach for Detecting Sarcasm Jun 8, 2018 Domain Adaptation Sarcasm Detection
— Unverified Embedding Transfer for Low-Resource Medical Named Entity Recognition: A Case Study on Patient Mobility Jun 7, 2018 Domain Adaptation Medical Named Entity Recognition
Code Code Available A Comparative Study on Unsupervised Domain Adaptation Approaches for Coffee Crop Mapping Jun 6, 2018 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Factorized Adversarial Networks for Unsupervised Domain Adaptation Jun 4, 2018 Domain Adaptation General Classification
— Unverified Adversarial Domain Adaptation for Classification of Prostate Histopathology Whole-Slide Images Jun 4, 2018 Domain Adaptation General Classification
— Unverified Semantic-Aware Generative Adversarial Nets for Unsupervised Domain Adaptation in Chest X-ray Segmentation Jun 2, 2018 Domain Adaptation Segmentation
— Unverified Coupled End-to-End Transfer Learning With Generalized Fisher Information Jun 1, 2018 Decoder Domain Adaptation
— Unverified Real-Time Monocular Depth Estimation Using Synthetic Data With Domain Adaptation via Image Style Transfer Jun 1, 2018 Depth Estimation Domain Adaptation
Code Code Available Temporal Hallucinating for Action Recognition With Few Still Images Jun 1, 2018 Action Recognition Action Recognition In Still Images
— Unverified Re-Weighted Adversarial Adaptation Network for Unsupervised Domain Adaptation Jun 1, 2018 Domain Adaptation Open-Ended Question Answering
— Unverified Collaborative and Adversarial Network for Unsupervised Domain Adaptation Jun 1, 2018 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Conditional Generative Adversarial Network for Structured Domain Adaptation Jun 1, 2018 Autonomous Driving Domain Adaptation
— Unverified Aligning Infinite-Dimensional Covariance Matrices in Reproducing Kernel Hilbert Spaces for Domain Adaptation Jun 1, 2018 Domain Adaptation
— Unverified Deep Face Detector Adaptation Without Negative Transfer or Catastrophic Forgetting Jun 1, 2018 Domain Adaptation
— Unverified Duplex Generative Adversarial Network for Unsupervised Domain Adaptation Jun 1, 2018 Domain Adaptation Generative Adversarial Network
— Unverified Solving Feature Sparseness in Text Classification using Core-Periphery Decomposition Jun 1, 2018 Classification 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 Hidden Unit Contribution for Adapting Neural Machine Translation Models Jun 1, 2018 Domain Adaptation Machine Translation
— Unverified Improve Neural Entity Recognition via Multi-Task Data Selection and Constrained Decoding Jun 1, 2018 Decoder Domain Adaptation
— Unverified Bag of Experts Architectures for Model Reuse in Conversational Language Understanding Jun 1, 2018 Domain Adaptation Natural Language Understanding
— Unverified Pivot Based Language Modeling for Improved Neural Domain Adaptation Jun 1, 2018 Domain Adaptation Language Modeling
— Unverified Domain Adaptation for MRI Organ Segmentation using Reverse Classification Accuracy Jun 1, 2018 Classification Domain Adaptation
Code Code Available A Survey of Domain Adaptation for Neural Machine Translation Jun 1, 2018 Domain Adaptation Machine Translation
— Unverified One-shot domain adaptation in multiple sclerosis lesion segmentation using convolutional neural networks May 31, 2018 Domain Adaptation Lesion Segmentation
Code Code Available Learning Factorized Representations for Open-set Domain Adaptation May 31, 2018 Domain Adaptation
— Unverified Robust Place Categorization with Deep Domain Generalization May 30, 2018 Domain Adaptation Domain Generalization
Code Code Available AdapterNet - learning input transformation for domain adaptation May 29, 2018 Domain Adaptation
— Unverified K-Beam Minimax: Efficient Optimization for Deep Adversarial Learning May 29, 2018 Domain Adaptation
Code Code Available 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 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 Extending a Parser to Distant Domains Using a Few Dozen Partially Annotated Examples May 16, 2018 Domain Adaptation
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 A La Carte Embedding: Cheap but Effective Induction of Semantic Feature Vectors May 14, 2018 Document Classification Domain Adaptation
Code Code Available Domain Adaptation with Adversarial Training and Graph Embeddings May 14, 2018 Domain Adaptation
Code Code Available BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask Learning May 12, 2018 Autonomous Driving Diversity
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 Boosting Domain Adaptation by Discovering Latent Domains May 3, 2018 Domain Adaptation
Code Code Available Multi-label Learning Based Deep Transfer Neural Network for Facial Attribute Classification May 3, 2018 Attribute Classification
— Unverified Multilingual Parallel Corpus for Global Communication Plan May 1, 2018 Domain Adaptation Machine Translation
— Unverified Experiments with Convolutional Neural Networks for Multi-Label Authorship Attribution May 1, 2018 Authorship Attribution Domain Adaptation
Code Code Available 