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Active Learning

Papers archive 2025-07-28

archive papers tagged: 3,073 · with a code link: 913 · where Syntology ran a sample: 195 (164 with a run with no instrument failure, 31 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (195 of 3,073 tagged: 164 with a run with no instrument failure, 31 where every run was a failure of Syntology's instrument)

Page 15 of 31: papers 1,401 to 1,500 of 3,073, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Data efficient deep learning for medical image analysis: A survey
  10 Oct 2023 0 repositories listed
• Ensemble Active Learning by Contextual Bandits for AI Incubation in Manufacturing
  10 Oct 2023 0 repositories listed
• Taking the human out of decomposition-based optimization via artificial intelligence: Part II. Learning to initialize
  10 Oct 2023 0 repositories listed
• High Accuracy and Cost-Saving Active Learning 3D WD-UNet for Airway Segmentation
  9 Oct 2023 0 repositories listed
• Guideline Learning for In-context Information Extraction
  8 Oct 2023 0 repositories listed
• Improved Active Learning via Dependent Leverage Score Sampling
  8 Oct 2023 0 repositories listed
• AI-based automated active learning for discovery of hidden dynamic processes: A use case in light microscopy
  5 Oct 2023 0 repositories listed
• Pool-Based Active Learning with Proper Topological Regions
  2 Oct 2023 0 repositories listed
• Deterministic Langevin Unconstrained Optimization with Normalizing Flows
  1 Oct 2023 0 repositories listed
• Active Learning Based Fine-Tuning Framework for Speech Emotion Recognition
  30 Sep 2023 0 repositories listed
• Deep Active Learning with Noisy Oracle in Object Detection
  30 Sep 2023 0 repositories listed
• Nonparametric active learning for cost-sensitive classification
  30 Sep 2023 0 repositories listed
• Assessment and treatment of visuospatial neglect using active learning with Gaussian processes regression
  29 Sep 2023 0 repositories listed
• Two-Step Active Learning for Instance Segmentation with Uncertainty and Diversity Sampling
  28 Sep 2023 0 repositories listed
• Frugal Satellite Image Change Detection with Deep-Net Inversion
  26 Sep 2023 0 repositories listed
• Online Active Learning For Sound Event Detection
  25 Sep 2023 0 repositories listed
• Discwise Active Learning for LiDAR Semantic Segmentation
  23 Sep 2023 0 repositories listed
• Active Learning for Multilingual Fingerspelling Corpora
  21 Sep 2023 0 repositories listed
• Evidential uncertainties on rich labels for active learning
  21 Sep 2023 0 repositories listed
• Large-scale Pretraining Improves Sample Efficiency of Active Learning based Molecule Virtual Screening
  20 Sep 2023 0 repositories listed
• Active anomaly detection based on deep one-class classification
  18 Sep 2023 0 repositories listed
• Causal Discovery and Prediction: Methods and Algorithms
  18 Sep 2023 0 repositories listed
• Active Learning for Semantic Segmentation with Multi-class Label Query
  17 Sep 2023 0 repositories listed
• Enhancing personalised thermal comfort models with Active Learning for improved HVAC controls
  16 Sep 2023 0 repositories listed
• Active Learning for Fine-Grained Sketch-Based Image Retrieval
  15 Sep 2023 0 repositories listed
• Semantic Parsing in Limited Resource Conditions
  14 Sep 2023 0 repositories listed
• Active Label Refinement for Semantic Segmentation of Satellite Images
  12 Sep 2023 0 repositories listed
• Stream-based Active Learning by Exploiting Temporal Properties in Perception with Temporal Predicted Loss
  11 Sep 2023 0 repositories listed
• Combining Thermodynamics-based Model of the Centrifugal Compressors and Active Machine Learning for Enhanced Industrial Design Optimization
  6 Sep 2023 0 repositories listed
• Enhancing Trustworthiness in ML-Based Network Intrusion Detection with Uncertainty Quantification
  5 Sep 2023 0 repositories listed
• Optimal Sample Selection Through Uncertainty Estimation and Its Application in Deep Learning
  5 Sep 2023 0 repositories listed
• On the Query Strategies for Efficient Online Active Distillation
  4 Sep 2023 0 repositories listed
• Streaming Active Learning for Regression Problems Using Regression via Classification
  2 Sep 2023 0 repositories listed
• LAMBO: Large AI Model Empowered Edge Intelligence
  29 Aug 2023 0 repositories listed
• Distributionally Robust Statistical Verification with Imprecise Neural Networks
  28 Aug 2023 0 repositories listed
• Unsupervised Active Learning: Optimizing Labeling Cost-Effectiveness for Automatic Speech Recognition
  28 Aug 2023 0 repositories listed
• On Active Learning for Gaussian Process-based Global Sensitivity Analysis
  27 Aug 2023 0 repositories listed
• A Bayesian Active Learning Approach to Comparative Judgement
  25 Aug 2023 0 repositories listed
• Active learning for fast and slow modeling attacks on Arbiter PUFs
  25 Aug 2023 0 repositories listed
• Efficient Epistemic Uncertainty Estimation in Regression Ensemble Models Using Pairwise-Distance Estimators
  25 Aug 2023 0 repositories listed
• Human Comprehensible Active Learning of Genome-Scale Metabolic Networks
  24 Aug 2023 0 repositories listed
• Test-time augmentation-based active learning and self-training for label-efficient segmentation
  21 Aug 2023 0 repositories listed
• AI For Fraud Awareness
  16 Aug 2023 0 repositories listed
• Classification Committee for Active Deep Object Detection
  16 Aug 2023 0 repositories listed
• How To Overcome Confirmation Bias in Semi-Supervised Image Classification By Active Learning
  16 Aug 2023 0 repositories listed
• BI-LAVA: Biocuration with Hierarchical Image Labeling through Active Learning and Visual Analysis
  15 Aug 2023 0 repositories listed
• Fast Risk Assessment in Power Grids through Novel Gaussian Process and Active Learning
  15 Aug 2023 0 repositories listed
• Active Bird2Vec: Towards End-to-End Bird Sound Monitoring with Transformers
  14 Aug 2023 0 repositories listed
• Composable Core-sets for Diversity Approximation on Multi-Dataset Streams
  10 Aug 2023 0 repositories listed
• Discrepancy-based Active Learning for Weakly Supervised Bleeding Segmentation in Wireless Capsule Endoscopy Images
  9 Aug 2023 0 repositories listed
• Adaptive robust tracking control with active learning for linear systems with ellipsoidal bounded uncertainties
  7 Aug 2023 0 repositories listed
• Applied metamodelling for ATM performance simulations
  7 Aug 2023 0 repositories listed
• Auditing and Robustifying COVID-19 Misinformation Datasets via Anticontent Sampling
  5 Aug 2023 0 repositories listed
• Multitask Learning with No Regret: from Improved Confidence Bounds to Active Learning
  3 Aug 2023 0 repositories listed
• AI-Enhanced Data Processing and Discovery Crowd Sourcing for Meteor Shower Mapping
  2 Aug 2023 0 repositories listed
• A Pre-trained Data Deduplication Model based on Active Learning
  31 Jul 2023 0 repositories listed
• Uncertainty in Natural Language Generation: From Theory to Applications
  28 Jul 2023 0 repositories listed
• Robust Assignment of Labels for Active Learning with Sparse and Noisy Annotations
  25 Jul 2023 0 repositories listed
• Efficient Gaussian Process Classification-based Physical-Layer Authentication with Configurable Fingerprints for 6G-Enabled IoT
  23 Jul 2023 0 repositories listed
• Geometry-Aware Adaptation for Pretrained Models
  23 Jul 2023 0 repositories listed
• Learning Formal Specifications from Membership and Preference Queries
  19 Jul 2023 0 repositories listed
• Mining of Single-Class by Active Learning for Semantic Segmentation
  18 Jul 2023 0 repositories listed
• Active learning of effective Hamiltonian for super-large-scale atomic structures
  18 Jul 2023 0 repositories listed
• Active Learning for Object Detection with Non-Redundant Informative Sampling
  17 Jul 2023 0 repositories listed
• Monocular 3D Object Detection with LiDAR Guided Semi Supervised Active Learning
  17 Jul 2023 0 repositories listed
• KECOR: Kernel Coding Rate Maximization for Active 3D Object Detection
  16 Jul 2023 0 repositories listed
• Recognition of Mental Adjectives in An Efficient and Automatic Style
  16 Jul 2023 0 repositories listed
• Defect Classification in Additive Manufacturing Using CNN-Based Vision Processing
  14 Jul 2023 0 repositories listed
• Exploiting Counter-Examples for Active Learning with Partial labels
  14 Jul 2023 0 repositories listed
• Unsupervised Learning of Distributional Properties can Supplement Human Labeling and Increase Active Learning Efficiency in Anomaly Detection
  13 Jul 2023 0 repositories listed
• Active Learning for Video Classification with Frame Level Queries
  10 Jul 2023 0 repositories listed
• DADO -- Low-Cost Query Strategies for Deep Active Design Optimization
  10 Jul 2023 0 repositories listed
• Active Learning in Physics: From 101, to Progress, and Perspective
  8 Jul 2023 0 repositories listed
• For Women, Life, Freedom: A Participatory AI-Based Social Web Analysis of a Watershed Moment in Iran's Gender Struggles
  7 Jul 2023 0 repositories listed
• Optimal and Efficient Binary Questioning for Human-in-the-Loop Annotation
  4 Jul 2023 0 repositories listed
• Human in the AI loop via xAI and Active Learning for Visual Inspection
  3 Jul 2023 0 repositories listed
• Robust Surgical Tools Detection in Endoscopic Videos with Noisy Data
  3 Jul 2023 0 repositories listed
• Thompson sampling for improved exploration in GFlowNets
  30 Jun 2023 0 repositories listed
• Ticket-BERT: Labeling Incident Management Tickets with Language Models
  30 Jun 2023 0 repositories listed
• Increasing Performance And Sample Efficiency With Model-agnostic Interactive Feature Attributions
  28 Jun 2023 0 repositories listed
• Large Language Models as Annotators: Enhancing Generalization of NLP Models at Minimal Cost
  27 Jun 2023 0 repositories listed
• Are Good Explainers Secretly Human-in-the-Loop Active Learners?
  24 Jun 2023 0 repositories listed
• Multi-Task Consistency for Active Learning
  21 Jun 2023 0 repositories listed
• Annotation Cost Efficient Active Learning for Content Based Image Retrieval
  20 Jun 2023 0 repositories listed
• Perturbation-Based Two-Stage Multi-Domain Active Learning
  19 Jun 2023 0 repositories listed
• Taming Small-sample Bias in Low-budget Active Learning
  19 Jun 2023 0 repositories listed
• Graph-based Active Learning for Surface Water and Sediment Detection in Multispectral Images
  17 Jun 2023 0 repositories listed
• A Proxy Attack-Free Strategy for Practically Improving the Poisoning Efficiency in Backdoor Attacks
  14 Jun 2023 0 repositories listed
• Maestro: A Gamified Platform for Teaching AI Robustness
  14 Jun 2023 0 repositories listed
• A Markovian Formalism for Active Querying
  13 Jun 2023 0 repositories listed
• Active Learning Guided Fine-Tuning for enhancing Self-Supervised Based Multi-Label Classification of Remote Sensing Images
  12 Jun 2023 0 repositories listed
• Active-Learning-Driven Surrogate Modeling for Efficient Simulation of Parametric Nonlinear Systems
  9 Jun 2023 0 repositories listed
• Actively learning a Bayesian matrix fusion model with deep side information
  8 Jun 2023 0 repositories listed
• NTKCPL: Active Learning on Top of Self-Supervised Model by Estimating True Coverage
  7 Jun 2023 0 repositories listed
• Active learning of the thermodynamics-dynamics tradeoff in protein condensates
  6 Jun 2023 0 repositories listed
• How to Select Which Active Learning Strategy is Best Suited for Your Specific Problem and Budget
  6 Jun 2023 0 repositories listed
• Query Complexity of Active Learning for Function Family With Nearly Orthogonal Basis
  6 Jun 2023 0 repositories listed
• Deep Active Learning with Structured Neural Depth Search
  5 Jun 2023 0 repositories listed
• Active Learning on Medical Image
  2 Jun 2023 0 repositories listed
• Agnostic Multi-Group Active Learning
  2 Jun 2023 0 repositories listed