Progressive Memory Banks for Incremental Domain Adaptation Nov 1, 2018 Domain Adaptation
Code Code Available Transferable Positive/Negative Speech Emotion Recognition via Class-wise Adversarial Domain Adaptation Oct 30, 2018 Domain Adaptation Emotion Recognition
— Unverified Unsupervised Multi-Target Domain Adaptation: An Information Theoretic Approach Oct 26, 2018 Disentanglement Domain Adaptation
— Unverified Finding Answers from the Word of God: Domain Adaptation for Neural Networks in Biblical Question Answering Oct 26, 2018 Domain Adaptation Question Answering
— Unverified Improving Document Binarization via Adversarial Noise-Texture Augmentation Oct 25, 2018 Adversarial Robustness Binarization
Code Code Available Tackling Sequence to Sequence Mapping Problems with Neural Networks Oct 25, 2018 Domain Adaptation Feature Engineering
— Unverified Domain Adaptive Segmentation in Volume Electron Microscopy Imaging Oct 23, 2018 Classification Decoder
Code Code Available Robust Domain Adaptation By Augmented Cyclic Adversarial Learning Oct 22, 2018 Domain Adaptation speech-recognition
— Unverified DASED: A Multi-Domain Dataset for Sound Event Detection Domain Adaptation Oct 19, 2018 Domain Adaptation Event Detection
— Unverified Revisiting Distributional Correspondence Indexing: A Python Reimplementation and New Experiments Oct 19, 2018 Domain Adaptation General Classification
Code Code Available Domain Adaptation for Semantic Segmentation via Class-Balanced Self-Training Oct 18, 2018 Domain Adaptation Pseudo Label
Code Code Available Unsupervised Domain Adaptation for Learning Eye Gaze from a Million Synthetic Images: An Adversarial Approach Oct 18, 2018 Domain Adaptation Gaze Estimation
— Unverified Exploring Textual and Speech information in Dialogue Act Classification with Speaker Domain Adaptation Oct 17, 2018 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Neural Adaptation Layers for Cross-domain Named Entity Recognition Oct 15, 2018 Cross-Domain Named Entity Recognition Domain Adaptation
Code Code Available Exploiting Semantics in Adversarial Training for Image-Level Domain Adaptation Oct 13, 2018 Domain Adaptation Segmentation
— Unverified A Novel Domain Adaptation Framework for Medical Image Segmentation Oct 11, 2018 Domain Adaptation Image Registration
— Unverified Domain Confusion with Self Ensembling for Unsupervised Adaptation Oct 10, 2018 Domain Adaptation Unsupervised Domain Adaptation
— Unverified SPIGAN: Privileged Adversarial Learning from Simulation Oct 9, 2018 Domain Adaptation Image-to-Image Translation
— Unverified Seeing Beyond Appearance - Mapping Real Images into Geometrical Domains for Unsupervised CAD-based Recognition Oct 9, 2018 Denoising Domain Adaptation
— Unverified Transferring Physical Motion Between Domains for Neural Inertial Tracking Oct 4, 2018 Domain Adaptation
— Unverified Unsupervised Adversarial Visual Level Domain Adaptation for Learning Video Object Detectors from Images Oct 4, 2018 Domain Adaptation Image-to-Image Translation
Code Code Available Fast Approach to Build an Automatic Sentiment Annotator for Legal Domain using Transfer Learning Oct 3, 2018 Domain Adaptation Transfer Learning
— Unverified A Generalized Neyman-Pearson Criterion for Optimal Domain Adaptation Oct 3, 2018 Binary Classification Domain Adaptation
— Unverified LMU Munich's Neural Machine Translation Systems at WMT 2018 Oct 1, 2018 Domain Adaptation Machine Translation
— Unverified Syntax-based Transfer Learning for the Task of Biomedical Relation Extraction Oct 1, 2018 Domain Adaptation Relation
— Unverified Exploring Named Entity Recognition As an Auxiliary Task for Slot Filling in Conversational Language Understanding Oct 1, 2018 Domain Adaptation Multi-Task Learning
— Unverified Cross-Domain Detection of Abusive Language Online Oct 1, 2018 Abusive Language Domain Adaptation
— Unverified Translation of Biomedical Documents with Focus on Spanish-English Oct 1, 2018 Domain Adaptation Machine Translation
— Unverified Hunter NMT System for WMT18 Biomedical Translation Task: Transfer Learning in Neural Machine Translation Oct 1, 2018 Domain Adaptation Ensemble Learning
— Unverified An Unsupervised System for Parallel Corpus Filtering Oct 1, 2018 Domain Adaptation Language Modeling
— Unverified Detecting Diabetes Risk from Social Media Activity Oct 1, 2018 Domain Adaptation
— Unverified Transferring from Formal Newswire Domain with Hypernet for Twitter POS Tagging Oct 1, 2018 Domain Adaptation Multi-Task Learning
— Unverified Modeling Temporality of Human Intentions by Domain Adaptation Oct 1, 2018 Decision Making Domain Adaptation
— Unverified Improving the Generalization of Adversarial Training with Domain Adaptation Oct 1, 2018 Adversarial Attack Domain Adaptation
Code Code Available Pixel and Feature Level Based Domain Adaption for Object Detection in Autonomous Driving Sep 30, 2018 Autonomous Driving Domain Adaptation
— Unverified Adversarial Domain Adaptation for Stable Brain-Machine Interfaces Sep 28, 2018 Domain Adaptation Time Series Analysis
— Unverified Real Time Monitoring of Social Media and Digital Press Sep 28, 2018 Data Visualization Domain Adaptation
— Unverified Semi-supervised Learning with Multi-Domain Sentiment Word Embeddings Sep 27, 2018 Domain Adaptation text-classification
— Unverified DOMAIN ADAPTATION VIA DISTRIBUTION AND REPRESENTATION MATCHING: A CASE STUDY ON TRAINING DATA SELECTION VIA REINFORCEMENT LEARNING Sep 27, 2018 Dependency Parsing Domain Adaptation
— Unverified Morpho-MNIST: Quantitative Assessment and Diagnostics for Representation Learning Sep 27, 2018 Diversity Domain Adaptation
Code Code Available Unsupervised Adversarial Invariance Sep 26, 2018 Data Augmentation Disentanglement
— Unverified Taking A Closer Look at Domain Shift: Category-level Adversaries for Semantics Consistent Domain Adaptation Sep 25, 2018 Domain Adaptation Semantic Segmentation
Code Code Available Domain Adaptation for Robot Predictive Maintenance Systems Sep 23, 2018 Domain Adaptation Industrial Robots
— Unverified SqueezeSegV2: Improved Model Structure and Unsupervised Domain Adaptation for Road-Object Segmentation from a LiDAR Point Cloud Sep 22, 2018 3D Semantic Segmentation Domain Adaptation
Code Code Available Deep Domain Adaptation under Deep Label Scarcity Sep 20, 2018 Domain Adaptation Transductive Learning
— Unverified Understanding Behavior of Clinical Models under Domain Shifts Sep 20, 2018 Domain Adaptation Multi-Label Classification
— Unverified Generative Adversarial Network in Medical Imaging: A Review Sep 19, 2018 Data Augmentation Domain Adaptation
Code Code Available Sensor Transfer: Learning Optimal Sensor Effect Image Augmentation for Sim-to-Real Domain Adaptation Sep 17, 2018 Domain Adaptation Image Augmentation
— Unverified Style Augmentation: Data Augmentation via Style Randomization Sep 14, 2018 Classification Data Augmentation
Code Code Available A Domain Agnostic Normalization Layer for Unsupervised Adversarial Domain Adaptation Sep 14, 2018 Domain Adaptation Scene Segmentation
— Unverified 