My Health Sensor, my Classifier: Adapting a Trained Classifier to Unlabeled End-User Data Sep 22, 2020 Domain Adaptation Sleep apnea detection
— Unverified Improving Robustness and Generality of NLP Models Using Disentangled Representations Sep 21, 2020 Domain Adaptation Representation Learning
— Unverified Unsupervised Domain Adaptation for Person Re-Identification through Source-Guided Pseudo-Labeling Sep 20, 2020 Domain Adaptation Metric Learning
— Unverified Adversarial Consistent Learning on Partial Domain Adaptation of PlantCLEF 2020 Challenge Sep 19, 2020 Domain Adaptation domain classification
— Unverified Consistency Regularization with High-dimensional Non-adversarial Source-guided Perturbation for Unsupervised Domain Adaptation in Segmentation Sep 18, 2020 Domain Adaptation Semantic Segmentation
— Unverified Chemical Property Prediction Under Experimental Biases Sep 18, 2020 Causal Inference Domain Adaptation
— Unverified Collaborative Training between Region Proposal Localization and Classification for Domain Adaptive Object Detection Sep 17, 2020 Domain Adaptation General Classification
Code Code Available Knowledge Guided Learning: Towards Open Domain Egocentric Action Recognition with Zero Supervision Sep 16, 2020 Action Recognition Domain Adaptation
— Unverified Domain Adaptation for Outdoor Robot Traversability Estimation from RGB data with Safety-Preserving Loss Sep 16, 2020 Domain Adaptation
— Unverified Similarity-based data mining for online domain adaptation of a sonar ATR system Sep 16, 2020 Domain Adaptation Online Domain Adaptation
— Unverified Transformer Based Multi-Source Domain Adaptation Sep 16, 2020 Domain Adaptation Mixture-of-Experts
Code Code Available Unsupervised Domain Adaptation by Uncertain Feature Alignment Sep 14, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Deep Transparent Prediction through Latent Representation Analysis Sep 13, 2020 Decision Making Domain Adaptation
— Unverified Revisiting the Threat Space for Vision-based Keystroke Inference Attacks Sep 12, 2020 Domain Adaptation Inference Attack
Code Code Available PDAM: A Panoptic-Level Feature Alignment Framework for Unsupervised Domain Adaptive Instance Segmentation in Microscopy Images Sep 11, 2020 Domain Adaptation Instance Segmentation
Code Code Available Conditional Coupled Generative Adversarial Networks for Zero-Shot Domain Adaptation Sep 11, 2020 Domain Adaptation
— Unverified Adversarial Learning for Zero-shot Domain Adaptation Sep 11, 2020 Domain Adaptation
— Unverified Unsupervised Domain Adaptation via CycleGAN for White Matter Hyperintensity Segmentation in Multicenter MR Images Sep 10, 2020 Domain Adaptation Image Segmentation
— Unverified The Unbalanced Gromov Wasserstein Distance: Conic Formulation and Relaxation Sep 9, 2020 Domain Adaptation GPU
Code Code Available ePointDA: An End-to-End Simulation-to-Real Domain Adaptation Framework for LiDAR Point Cloud Segmentation Sep 7, 2020 Autonomous Driving Domain Adaptation
— Unverified Improving colonoscopy lesion classification using semi-supervised deep learning Sep 7, 2020 Classification Deep Learning
— Unverified Unsupervised Wasserstein Distance Guided Domain Adaptation for 3D Multi-Domain Liver Segmentation Sep 6, 2020 Disentanglement Domain Adaptation
— Unverified Libri-Adapt: A New Speech Dataset for Unsupervised Domain Adaptation Sep 6, 2020 Domain Adaptation speech-recognition
Code Code Available User-Guided Domain Adaptation for Rapid Annotation from User Interactions: A Study on Pathological Liver Segmentation Sep 5, 2020 Domain Adaptation Liver Segmentation
— Unverified Cross-domain Adaptation with Discrepancy Minimization for Text-independent Forensic Speaker Verification Sep 5, 2020 Diversity Domain Adaptation
— Unverified A New Multiple Source Domain Adaptation Fault Diagnosis Method between Different Rotating Machines Sep 3, 2020 Domain Adaptation Fault Diagnosis
— Unverified The Little W-Net That Could: State-of-the-Art Retinal Vessel Segmentation with Minimalistic Models Sep 3, 2020 Domain Adaptation Retinal Vessel Segmentation
Code Code Available Synthetic-to-Real Unsupervised Domain Adaptation for Scene Text Detection in the Wild Sep 3, 2020 Adversarial Text Domain Adaptation
Code Code Available DESC: Domain Adaptation for Depth Estimation via Semantic Consistency Sep 3, 2020 Depth Estimation Domain Adaptation
— Unverified A general approach to bridge the reality-gap Sep 3, 2020 BIG-bench Machine Learning Data Augmentation
— Unverified Unsupervised Domain Adaptation For Plant Organ Counting Sep 2, 2020 Domain Adaptation Object
Code Code Available Semantically Adaptive Image-to-image Translation for Domain Adaptation of Semantic Segmentation Sep 2, 2020 Domain Adaptation Image-to-Image Translation
— Unverified Unsupervised Domain Adaptation with Progressive Adaptation of Subspaces Sep 1, 2020 Domain Adaptation Partial Domain Adaptation
Code Code Available A Review of Single-Source Deep Unsupervised Visual Domain Adaptation Sep 1, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available PV-RCNN: The Top-Performing LiDAR-only Solutions for 3D Detection / 3D Tracking / Domain Adaptation of Waymo Open Dataset Challenges Aug 28, 2020 3D Object Detection Domain Adaptation
— Unverified Adversarial Dual Distinct Classifiers for Unsupervised Domain Adaptation Aug 27, 2020 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Instance Adaptive Self-Training for Unsupervised Domain Adaptation Aug 27, 2020 Domain Adaptation Image-to-Image Translation
Code Code Available Adaptively-Accumulated Knowledge Transfer for Partial Domain Adaptation Aug 27, 2020 Domain Adaptation Partial Domain Adaptation
— Unverified Domain Adaptation Through Task Distillation Aug 27, 2020 Autonomous Driving Domain Adaptation
Code Code Available DRR4Covid: Learning Automated COVID-19 Infection Segmentation from Digitally Reconstructed Radiographs Aug 26, 2020 COVID-19 Diagnosis Domain Adaptation
Code Code Available Cross-regional oil palm tree counting and detection via multi-level attention domain adaptation network Aug 26, 2020 Domain Adaptation
Code Code Available Disentangled Representations for Domain-generalized Cardiac Segmentation Aug 26, 2020 Anatomy Cardiac Segmentation
Code Code Available Discriminative Cross-Domain Feature Learning for Partial Domain Adaptation Aug 26, 2020 Domain Adaptation Partial Domain Adaptation
— Unverified Robust Character Labeling in Movie Videos: Data Resources and Self-supervised Feature Adaptation Aug 25, 2020 Clustering Domain Adaptation
— Unverified A simple method for domain adaptation of sentence embeddings Aug 25, 2020 Domain Adaptation Sentence
— Unverified A Discriminative Technique for Multiple-Source Adaptation Aug 25, 2020 Density Estimation Domain Adaptation
— Unverified Continual Domain Adaptation for Machine Reading Comprehension Aug 25, 2020 Continual Learning Domain Adaptation
— Unverified Learning Target Domain Specific Classifier for Partial Domain Adaptation Aug 25, 2020 Domain Adaptation Partial Domain Adaptation
— Unverified Graphical Object Detection in Document Images Aug 25, 2020 Domain Adaptation Object
Code Code Available Improved Mutual Mean-Teaching for Unsupervised Domain Adaptive Re-ID Aug 24, 2020 Domain Adaptation Pseudo Label
Code Code Available 