MCDAL: Maximum Classifier Discrepancy for Active Learning Jul 23, 2021 Active Learning Classification
Code Code Available AUGCO: Augmentation Consistency-guided Self-training for Source-free Domain Adaptive Semantic Segmentation Jul 21, 2021 Domain Adaptation Segmentation
— Unverified Domain Adaptation without Model Transferring Jul 21, 2021 Domain Adaptation model
— Unverified Unsupervised Domain Adaptation for the Histopathological Cell Segmentation through Self-Ensembling Jul 20, 2021 Cell Segmentation Domain Adaptation
— Unverified Unsupervised Domain Adaptation in LiDAR Semantic Segmentation with Self-Supervision and Gated Adapters Jul 20, 2021 Domain Adaptation LIDAR Semantic Segmentation
— Unverified Self-Supervised Domain Adaptation for Diabetic Retinopathy Grading using Vessel Image Reconstruction Jul 20, 2021 Diabetic Retinopathy Grading Domain Adaptation
— Unverified DSP: Dual Soft-Paste for Unsupervised Domain Adaptive Semantic Segmentation Jul 20, 2021 Domain Adaptation Semantic Segmentation
Code Code Available SynthSeg: Segmentation of brain MRI scans of any contrast and resolution without retraining Jul 20, 2021 Data Augmentation Domain Adaptation
Code Code Available Cell Detection in Domain Shift Problem Using Pseudo-Cell-Position Heatmap Jul 19, 2021 Cell Detection Domain Adaptation
Code Code Available Adversarial Continual Learning for Multi-Domain Hippocampal Segmentation Jul 19, 2021 Continual Learning Continual Semantic Segmentation
Code Code Available Zero-Shot Domain Adaptation in CT Segmentation by Filtered Back Projection Augmentation Jul 18, 2021 Anatomy Computed Tomography (CT)
Code Code Available A Survey on Deep Domain Adaptation and Tiny Object Detection Challenges, Techniques and Datasets Jul 16, 2021 Data Augmentation Domain Adaptation
— Unverified Joint Semi-supervised 3D Super-Resolution and Segmentation with Mixed Adversarial Gaussian Domain Adaptation Jul 16, 2021 Domain Adaptation Domain Generalization
— Unverified MS-MDA: Multisource Marginal Distribution Adaptation for Cross-subject and Cross-session EEG Emotion Recognition Jul 16, 2021 Domain Adaptation EEG
Code Code Available Zero-Round Active Learning Jul 14, 2021 Active Learning Domain Adaptation
— Unverified Uncertainty-Guided Mixup for Semi-Supervised Domain Adaptation without Source Data Jul 14, 2021 Domain Adaptation Privacy Preserving
— Unverified Semi-Supervised Hypothesis Transfer for Source-Free Domain Adaptation Jul 14, 2021 Domain Adaptation Source-Free Domain Adaptation
— Unverified Model Transferability With Responsive Decision Subjects Jul 13, 2021 BIG-bench Machine Learning Domain Adaptation
Code Code Available Exploiting Image Translations via Ensemble Self-Supervised Learning for Unsupervised Domain Adaptation Jul 13, 2021 Domain Adaptation Domain Generalization
— Unverified Fast Batch Nuclear-norm Maximization and Minimization for Robust Domain Adaptation Jul 13, 2021 Diversity Domain Adaptation
Code Code Available Let's Play for Action: Recognizing Activities of Daily Living by Learning from Life Simulation Video Games Jul 12, 2021 Action Classification Activity Recognition
Code Code Available Transfer Learning from Synthetic to Real LiDAR Point Cloud for Semantic Segmentation Jul 12, 2021 3D Unsupervised Domain Adaptation Data Augmentation
Code Code Available Source-Free Adaptation to Measurement Shift via Bottom-Up Feature Restoration Jul 12, 2021 Domain Adaptation Source-Free Domain Adaptation
Code Code Available EndoUDA: A modality independent segmentation approach for endoscopy imaging Jul 12, 2021 Domain Adaptation Segmentation
— Unverified Aligning Correlation Information for Domain Adaptation in Action Recognition Jul 11, 2021 Action Recognition Domain Adaptation
— Unverified Leveraging Domain Adaptation for Low-Resource Geospatial Machine Learning Jul 11, 2021 BIG-bench Machine Learning Domain Adaptation
— Unverified Partial Video Domain Adaptation with Partial Adversarial Temporal Attentive Network Jul 11, 2021 Domain Adaptation Partial Domain Adaptation
— Unverified Few-Shot Domain Adaptation with Polymorphic Transformers Jul 10, 2021 Domain Adaptation Segmentation
Code Code Available Anatomy of Domain Shift Impact on U-Net Layers in MRI Segmentation Jul 10, 2021 Anatomy Domain Adaptation
Code Code Available Accuracy on the Line: On the Strong Correlation Between Out-of-Distribution and In-Distribution Generalization Jul 9, 2021 Classification Domain Adaptation
Code Code Available A Dual-Purpose Deep Learning Model for Auscultated Lung and Tracheal Sound Analysis Based on Mixed Set Training Jul 9, 2021 Domain Adaptation
— Unverified Using Machine Translation to Localize Task Oriented NLG Output Jul 9, 2021 Domain Adaptation Machine Translation
— Unverified Learning Cascaded Detection Tasks with Weakly-Supervised Domain Adaptation Jul 9, 2021 Autonomous Driving Domain Adaptation
— Unverified ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training Jul 9, 2021 Automatic Sleep Stage Classification Domain Adaptation
Code Code Available Exploring Dropout Discriminator for Domain Adaptation Jul 9, 2021 Domain Adaptation
— Unverified Understanding the Limits of Unsupervised Domain Adaptation via Data Poisoning Jul 8, 2021 Data Poisoning Domain Adaptation
Code Code Available Learning Invariant Representation with Consistency and Diversity for Semi-supervised Source Hypothesis Transfer Jul 7, 2021 Diversity Domain Adaptation
Code Code Available ADAPT : Awesome Domain Adaptation Python Toolbox Jul 7, 2021 Domain Adaptation Transfer Learning
— Unverified Predicting with Confidence on Unseen Distributions Jul 7, 2021 Domain Adaptation
— Unverified Unsupervised Domain Adaptation for Small Bowel Segmentation using Disentangled Representation Jul 6, 2021 Disentanglement Domain Adaptation
— Unverified Foreground-Aware Stylization and Consensus Pseudo-Labeling for Domain Adaptation of First-Person Hand Segmentation Jul 6, 2021 Domain Adaptation Domain Generalization
Code Code Available CoReD: Generalizing Fake Media Detection with Continual Representation using Distillation Jul 6, 2021 Continual Learning Domain Adaptation
Code Code Available Memory-aware curriculum federated learning for breast cancer classification Jul 6, 2021 Breast Cancer Detection Cancer Classification
Code Code Available Domain Adaptation via CycleGAN for Retina Segmentation in Optical Coherence Tomography Jul 6, 2021 Decision Making Domain Adaptation
— Unverified Adapting Vehicle Detector to Target Domain by Adversarial Prediction Alignment Jul 6, 2021 Domain Adaptation Object
— Unverified Integrating Expert Knowledge with Domain Adaptation for Unsupervised Fault Diagnosis Jul 5, 2021 Domain Adaptation Fault Diagnosis
Code Code Available Differentially Private Sliced Wasserstein Distance Jul 5, 2021 Domain Adaptation Privacy Preserving
Code Code Available MixStyle Neural Networks for Domain Generalization and Adaptation Jul 5, 2021 Data Augmentation Domain Adaptation
— Unverified Distance-based Hyperspherical Classification for Multi-source Open-Set Domain Adaptation Jul 5, 2021 Contrastive Learning Domain Adaptation
Code Code Available Domain Adaptation for Sentiment Analysis Using Increased Intraclass Separation Jul 4, 2021 Domain Adaptation Marketing
— Unverified 