Boosting Low-Resource Biomedical QA via Entity-Aware Masking Strategies Feb 16, 2021 Domain Adaptation Question Answering
— Unverified Weak Adaptation Learning -- Addressing Cross-domain Data Insufficiency with Weak Annotator Feb 15, 2021 Domain Adaptation
— Unverified Generation For Adaption: A GAN-Based Approach for 3D Domain Adaption with Point Cloud Data Feb 15, 2021 Domain Adaptation General Classification
— Unverified Multi-Objective Meta Learning Feb 14, 2021 Domain Adaptation Few-Shot Learning
— Unverified Domain Adaptation for Time Series Forecasting via Attention Sharing Feb 13, 2021 Domain Adaptation Time Series
Code Code Available Adversarial Unsupervised Domain Adaptation Guided with Deep Clustering for Face Presentation Attack Detection Feb 13, 2021 Clustering Deep Clustering
— Unverified Multi-class Generative Adversarial Nets for Semi-supervised Image Classification Feb 13, 2021 Classification Domain Adaptation
— Unverified Adversarial Branch Architecture Search for Unsupervised Domain Adaptation Feb 12, 2021 Domain Adaptation Model Selection
Code Code Available Multi-source Pseudo-label Learning of Semantic Segmentation for the Scene Recognition of Agricultural Mobile Robots Feb 12, 2021 Domain Adaptation Pseudo Label
— Unverified Selecting Treatment Effects Models for Domain Adaptation Using Causal Knowledge Feb 11, 2021 Causal Inference counterfactual
— Unverified On Transportation of Mini-batches: A Hierarchical Approach Feb 11, 2021 Domain Adaptation
Code Code Available Automated Video Labelling: Identifying Faces by Corroborative Evidence Feb 10, 2021 Domain Adaptation Image Retrieval
— Unverified Domain Adaptation In Reinforcement Learning Via Latent Unified State Representation Feb 10, 2021 Autonomous Driving Deep Reinforcement Learning
Code Code Available An Efficient Framework for Zero-Shot Sketch-Based Image Retrieval Feb 8, 2021 Content-Based Image Retrieval Domain Adaptation
— Unverified Domain Adversarial Neural Networks for Domain Generalization: When It Works and How to Improve Feb 7, 2021 Domain Adaptation Domain Generalization
Code Code Available U-vectors: Generating clusterable speaker embedding from unlabeled data Feb 7, 2021 Domain Adaptation Speaker Recognition
Code Code Available Functional optimal transport: map estimation and domain adaptation for functional data Feb 7, 2021 Domain Adaptation Transfer Learning
Code Code Available Two-Step Image Dehazing with Intra-domain and Inter-domain Adaptation Feb 6, 2021 Domain Adaptation Image Dehazing
— Unverified Optimal Transport as a Defense Against Adversarial Attacks Feb 5, 2021 Adversarial Robustness Domain Adaptation
Code Code Available Robust pedestrian detection in thermal imagery using synthesized images Feb 3, 2021 Data Augmentation Domain Adaptation
— Unverified Learning domain-agnostic visual representation for computational pathology using medically-irrelevant style transfer augmentation Feb 2, 2021 Data Augmentation Domain Adaptation
Code Code Available FOIT: Fast Online Instance Transfer for Improved EEG Emotion Recognition Feb 1, 2021 Active Learning Brain Computer Interface
Code Code Available Few-shot Learning for CT Scan based COVID-19 Diagnosis Feb 1, 2021 Computed Tomography (CT) COVID-19 Diagnosis
— Unverified Multilingual Email Zoning Jan 31, 2021 Domain Adaptation Segmentation
Code Code Available DRIV100: In-The-Wild Multi-Domain Dataset and Evaluation for Real-World Domain Adaptation of Semantic Segmentation Jan 30, 2021 Benchmarking Domain Adaptation
— Unverified Cross-domain Activity Recognition via Substructural Optimal Transport Jan 29, 2021 Activity Recognition Clustering
— Unverified Few-Shot Domain Adaptation for Grammatical Error Correction via Meta-Learning Jan 29, 2021 Domain Adaptation Grammatical Error Correction
— Unverified Surprisingly Simple Semi-Supervised Domain Adaptation with Pretraining and Consistency Jan 29, 2021 Domain Adaptation Semi-supervised Domain Adaptation
Code Code Available Complementary Pseudo Labels For Unsupervised Domain Adaptation On Person Re-identification Jan 29, 2021 Domain Adaptation Person Re-Identification
— Unverified Domain Adaptation by Topology Regularization Jan 28, 2021 Domain Adaptation Topological Data Analysis
— Unverified Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation Jan 26, 2021 Domain Adaptation Image-to-Image Translation
Code Code Available Transfer Learning Approach for Detecting Psychological Distress in Brexit Tweets Jan 25, 2021 Domain Adaptation Sentiment Analysis
— Unverified A Unified Joint Maximum Mean Discrepancy for Domain Adaptation Jan 25, 2021 Domain Adaptation
— Unverified Intelligent Icing Detection Model of Wind Turbine Blades Based on SCADA data Jan 20, 2021 Domain Adaptation Feature Engineering
— Unverified Zero-shot Generalization in Dialog State Tracking through Generative Question Answering Jan 20, 2021 dialog state tracking Domain Adaptation
— Unverified Source-free Domain Adaptation via Distributional Alignment by Matching Batch Normalization Statistics Jan 19, 2021 Domain Adaptation Source-Free Domain Adaptation
— Unverified Unsupervised Domain Adaptation from Axial to Short-Axis Multi-Slice Cardiac MR Images by Incorporating Pretrained Task Networks Jan 19, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Knowledge Distillation Methods for Efficient Unsupervised Adaptation Across Multiple Domains Jan 18, 2021 Domain Adaptation image-classification
— Unverified Magnification Generalization for Histopathology Image Embedding Jan 18, 2021 Breast Cancer Histology Image Classification Classification Of Breast Cancer Histology Images
Code Code Available Deep Symmetric Adaptation Network for Cross-modality Medical Image Segmentation Jan 18, 2021 Domain Adaptation Image Segmentation
— Unverified Studying Catastrophic Forgetting in Neural Ranking Models Jan 18, 2021 Domain Adaptation Lifelong learning
Code Code Available Cross-modal Learning for Domain Adaptation in 3D Semantic Segmentation Jan 18, 2021 3D Semantic Segmentation Autonomous Driving
Code Code Available Model Compression for Domain Adaptation through Causal Effect Estimation Jan 18, 2021 Domain Adaptation Model Compression
Code Code Available Adversarial Attacks On Multi-Agent Communication Jan 17, 2021 Domain Adaptation
— Unverified Predictive Optimization with Zero-Shot Domain Adaptation Jan 15, 2021 Domain Adaptation Prediction
— Unverified Mining Data Impressions from Deep Models as Substitute for the Unavailable Training Data Jan 15, 2021 Adversarial Robustness Continual Learning
— Unverified Motion-Based Handwriting Recognition and Word Reconstruction Jan 15, 2021 Domain Adaptation Handwriting Recognition
Code Code Available DAIL: Dataset-Aware and Invariant Learning for Face Recognition Jan 14, 2021 Domain Adaptation Face Recognition
— Unverified Adversarial Sample Enhanced Domain Adaptation: A Case Study on Predictive Modeling with Electronic Health Records Jan 13, 2021 Data Augmentation Domain Adaptation
— Unverified Learning to Ignore: Fair and Task Independent Representations Jan 11, 2021 Attribute Domain Adaptation
— Unverified 