Tag-less Back-Translation Dec 22, 2019 Domain Adaptation Machine Translation
— Unverified Dependable Neural Networks for Safety Critical Tasks Dec 20, 2019 Autonomous Vehicles Domain Adaptation
— Unverified Dynamic Prediction of ICU Mortality Risk Using Domain Adaptation Dec 20, 2019 Domain Adaptation ICU Mortality
— Unverified An Adversarial Perturbation Oriented Domain Adaptation Approach for Semantic Segmentation Dec 18, 2019 Domain Adaptation Position
— Unverified Simulating Content Consistent Vehicle Datasets with Attribute Descent Dec 18, 2019 Attribute Data Augmentation
Code Code Available On the Metrics and Adaptation Methods for Domain Divergences of sEMG-based Gesture Recognition Dec 18, 2019 Domain Adaptation Gesture Recognition
Code Code Available Learning from Synthetic Animals Dec 17, 2019 Domain Adaptation Human Parsing
Code Code Available Sim-to-Real Domain Adaptation For High Energy Physics Dec 17, 2019 Domain Adaptation Vocal Bursts Intensity Prediction
— Unverified Iterative Dual Domain Adaptation for Neural Machine Translation Dec 16, 2019 Domain Adaptation Knowledge Distillation
— Unverified MimicGAN: Robust Projection onto Image Manifolds with Corruption Mimicking Dec 16, 2019 Adversarial Defense Anomaly Detection
— Unverified Joint Learning of Generative Translator and Classifier for Visually Similar Classes Dec 15, 2019 Data Augmentation Domain Adaptation
— Unverified Private Federated Learning with Domain Adaptation Dec 13, 2019 BIG-bench Machine Learning Domain Adaptation
— Unverified Deep Prototypical Networks Based Domain Adaptation for Fault Diagnosis Dec 11, 2019 Domain Adaptation Fault Diagnosis
— Unverified Associative Alignment for Few-shot Image Classification Dec 11, 2019 Classification Domain Adaptation
Code Code Available Learning Domain Adaptive Features with Unlabeled Domain Bridges Dec 10, 2019 Domain Adaptation Image-to-Image Translation
— Unverified SuperNCN: Neighbourhood consensus network for robust outdoor scenes matching Dec 10, 2019 Domain Adaptation Pose Estimation
— Unverified Minimum Class Confusion for Versatile Domain Adaptation Dec 8, 2019 Domain Adaptation Inductive Bias
Code Code Available Feature-aware Adaptation and Density Alignment for Crowd Counting in Video Surveillance Dec 8, 2019 Crowd Counting Density Estimation
— Unverified Cross-Language Aphasia Detection using Optimal Transport Domain Adaptation Dec 4, 2019 Domain Adaptation
— Unverified Angular Visual Hardness Dec 4, 2019 Domain Adaptation Domain Generalization
— Unverified Adversarial Domain Adaptation with Domain Mixup Dec 4, 2019 Domain Adaptation
Code Code Available Different Set Domain Adaptation for Brain-Computer Interfaces: A Label Alignment Approach Dec 3, 2019 Brain Computer Interface Domain Adaptation
Code Code Available Efficient Convolutional Neural Networks for Depth-Based Multi-Person Pose Estimation Dec 2, 2019 2D Pose Estimation Domain Adaptation
— Unverified Learning to smell for wellness Dec 2, 2019 Domain Adaptation
— Unverified Language Model Bootstrapping Using Neural Machine Translation For Conversational Speech Recognition Dec 2, 2019 Data Augmentation Domain Adaptation
— Unverified Leveraging Contextual Embeddings for Detecting Diachronic Semantic Shift Dec 2, 2019 Domain Adaptation Semantic Shift Detection
— Unverified Discriminative Joint Probability Maximum Mean Discrepancy (DJP-MMD) for Domain Adaptation Dec 1, 2019 Domain Adaptation General Classification
Code Code Available Transferable Normalization: Towards Improving Transferability of Deep Neural Networks Dec 1, 2019 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Correlation-aware Adversarial Domain Adaptation and Generalization Nov 29, 2019 Domain Adaptation Domain Generalization
— Unverified xMUDA: Cross-Modal Unsupervised Domain Adaptation for 3D Semantic Segmentation Nov 28, 2019 3D Semantic Segmentation Autonomous Driving
Code Code Available Light-weight Calibrator: a Separable Component for Unsupervised Domain Adaptation Nov 28, 2019 Adversarial Attack Domain Adaptation
Code Code Available Discriminative Adversarial Domain Adaptation Nov 27, 2019 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Class-Conditional Domain Adaptation on Semantic Segmentation Nov 27, 2019 Domain Adaptation Semantic Segmentation
— Unverified Spatial-Aware GAN for Unsupervised Person Re-identification Nov 26, 2019 Domain Adaptation Person Re-Identification
— Unverified Improving land cover segmentation across satellites using domain adaptation Nov 25, 2019 Domain Adaptation Earth Observation
Code Code Available Learning New Tricks from Old Dogs -- Inter-Species, Inter-Tissue Domain Adaptation for Mitotic Figure Assessment Nov 25, 2019 Domain Adaptation
— Unverified A Unified Deep Learning Approach for Prediction of Parkinson's Disease Nov 25, 2019 Deep Learning Domain Adaptation
— Unverified Deep Image-to-Video Adaptation and Fusion Networks for Action Recognition Nov 25, 2019 Action Recognition Action Recognition In Videos
— Unverified Unsupervised Domain Adaptation of Language Models for Reading Comprehension Nov 25, 2019 Domain Adaptation Language Modeling
— Unverified Multi-source Distilling Domain Adaptation Nov 22, 2019 Domain Adaptation Multi-Source Unsupervised Domain Adaptation
Code Code Available Domain Adaptation for Object Detection via Style Consistency Nov 22, 2019 Domain Adaptation Object
Code Code Available Improving Unsupervised Domain Adaptation with Variational Information Bottleneck Nov 21, 2019 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Unsupervised Domain Adaptation by Optical Flow Augmentation in Semantic Segmentation Nov 20, 2019 Domain Adaptation Optical Flow Estimation
— Unverified Open Cross-Domain Visual Search Nov 19, 2019 Domain Adaptation
Code Code Available Deep Detector Health Management under Adversarial Campaigns Nov 19, 2019 Domain Adaptation Management
— Unverified Unsupervised Domain Adaptation via Structured Prediction Based Selective Pseudo-Labeling Nov 18, 2019 Clustering Domain Adaptation
Code Code Available Unsupervised Domain Adaptation for Object Detection via Cross-Domain Semi-Supervised Learning Nov 17, 2019 Domain Adaptation Object
Code Code Available Scalability vs. Utility: Do We Have to Sacrifice One for the Other in Data Importance Quantification? Nov 17, 2019 Data Summarization Domain Adaptation
Code Code Available Collaborative Unsupervised Domain Adaptation for Medical Image Diagnosis Nov 17, 2019 Diagnostic Domain Adaptation
Code Code Available Neocortical plasticity: an unsupervised cake but no free lunch Nov 15, 2019 Domain Adaptation Representation Learning
— Unverified 