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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 16 of 31: papers 1,501 to 1,600 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.

• Beyond Active Learning: Leveraging the Full Potential of Human Interaction via Auto-Labeling, Human Correction, and Human Verification
  2 Jun 2023 0 repositories listed
• CS4ML: A general framework for active learning with arbitrary data based on Christoffel functions
  1 Jun 2023 0 repositories listed
• Learning the Pareto Front Using Bootstrapped Observation Samples
  31 May 2023 0 repositories listed
• Scaling Evidence-based Instructional Design Expertise through Large Language Models
  31 May 2023 0 repositories listed
• USIM-DAL: Uncertainty-aware Statistical Image Modeling-based Dense Active Learning for Super-resolution
  27 May 2023 0 repositories listed
• D-CALM: A Dynamic Clustering-based Active Learning Approach for Mitigating Bias
  26 May 2023 0 repositories listed
• UMat: Uncertainty-Aware Single Image High Resolution Material Capture
  25 May 2023 0 repositories listed
• Active Learning for Natural Language Generation
  24 May 2023 0 repositories listed
• Active Learning Principles for In-Context Learning with Large Language Models
  23 May 2023 0 repositories listed
• EASE: An Easily-Customized Annotation System Powered by Efficiency Enhancement Mechanisms
  23 May 2023 0 repositories listed
• OlaGPT: Empowering LLMs With Human-like Problem-Solving Abilities
  23 May 2023 0 repositories listed
• Error-Tolerant Exact Query Learning of Finite Set Partitions with Same-Cluster Oracle
  22 May 2023 0 repositories listed
• The Best of Both Worlds: Combining Human and Machine Translations for Multilingual Semantic Parsing with Active Learning
  22 May 2023 0 repositories listed
• On the Limitations of Simulating Active Learning
  21 May 2023 0 repositories listed
• Active Learning in Symbolic Regression with Physical Constraints
  17 May 2023 0 repositories listed
• An Active Learning-based Approach for Hosting Capacity Analysis in Distribution Systems
  13 May 2023 0 repositories listed
• Learning to Learn Unlearned Feature for Brain Tumor Segmentation
  13 May 2023 0 repositories listed
• Active Learning For Contextual Linear Optimization: A Margin-Based Approach
  11 May 2023 0 repositories listed
• Sequential Experimental Design for Spectral Measurement: Active Learning Using a Parametric Model
  11 May 2023 0 repositories listed
• Accelerating Batch Active Learning Using Continual Learning Techniques
  10 May 2023 0 repositories listed
• Active Continual Learning: On Balancing Knowledge Retention and Learnability
  6 May 2023 0 repositories listed
• Multi-Domain Learning From Insufficient Annotations
  4 May 2023 0 repositories listed
• Optimizing Drug Design by Merging Generative AI With Active Learning Frameworks
  4 May 2023 0 repositories listed
• ADVISE: AI-accelerated Design of Evidence Synthesis for Global Development
  2 May 2023 0 repositories listed
• Active Reinforcement Learning for Personalized Stress Monitoring in Everyday Settings
  28 Apr 2023 0 repositories listed
• Generative Flow Networks for Precise Reward-Oriented Active Learning on Graphs
  24 Apr 2023 0 repositories listed
• Self-Correcting Bayesian Optimization through Bayesian Active Learning
  21 Apr 2023 0 repositories listed
• SelfAct: Personalized Activity Recognition based on Self-Supervised and Active Learning
  19 Apr 2023 0 repositories listed
• Provably Feedback-Efficient Reinforcement Learning via Active Reward Learning
  18 Apr 2023 0 repositories listed
• Dynamic Exploration-Exploitation Trade-Off in Active Learning Regression with Bayesian Hierarchical Modeling
  16 Apr 2023 0 repositories listed
• Optimizing Multi-Domain Performance with Active Learning-based Improvement Strategies
  13 Apr 2023 0 repositories listed
• Does Informativeness Matter? Active Learning for Educational Dialogue Act Classification
  12 Apr 2023 0 repositories listed
• Towards Active Learning for Action Spotting in Association Football Videos
  9 Apr 2023 0 repositories listed
• A Unified Active Learning Framework for Annotating Graph Data with Application to Software Source Code Performance Prediction
  6 Apr 2023 0 repositories listed
• High Accuracy Uncertainty-Aware Interatomic Force Modeling with Equivariant Bayesian Neural Networks
  5 Apr 2023 0 repositories listed
• Incorporating Unlabelled Data into Bayesian Neural Networks
  4 Apr 2023 0 repositories listed
• Adaptive Defective Area Identification in Material Surface Using Active Transfer Learning-based Level Set Estimation
  3 Apr 2023 0 repositories listed
• Fairness-Aware Data Valuation for Supervised Learning
  29 Mar 2023 0 repositories listed
• MuRAL: Multi-Scale Region-based Active Learning for Object Detection
  29 Mar 2023 0 repositories listed
• Active Self-Supervised Learning: A Few Low-Cost Relationships Are All You Need
  27 Mar 2023 0 repositories listed
• Assorted, Archetypal and Annotated Two Million (3A2M) Cooking Recipes Dataset based on Active Learning
  27 Mar 2023 0 repositories listed
• Deep Active Learning with Contrastive Learning Under Realistic Data Pool Assumptions
  25 Mar 2023 0 repositories listed
• Deep Kernel Methods Learn Better: From Cards to Process Optimization
  25 Mar 2023 0 repositories listed
• Uncertainty Aware Active Learning for Reconfiguration of Pre-trained Deep Object-Detection Networks for New Target Domains
  22 Mar 2023 0 repositories listed
• Agave crop segmentation and maturity classification with deep learning data-centric strategies using very high-resolution satellite imagery
  21 Mar 2023 0 repositories listed
• Active Coarse-to-Fine Segmentation of Moveable Parts from Real Images
  21 Mar 2023 0 repositories listed
• A general-purpose AI assistant embedded in an open-source radiology information system
  18 Mar 2023 0 repositories listed
• Active Learning-based Model Predictive Coverage Control
  17 Mar 2023 0 repositories listed
• Stochastic Submodular Maximization via Polynomial Estimators
  17 Mar 2023 0 repositories listed
• Active Semi-Supervised Learning by Exploring Per-Sample Uncertainty and Consistency
  15 Mar 2023 0 repositories listed
• LRDB: LSTM Raw data DNA Base-caller based on long-short term models in an active learning environment
  15 Mar 2023 0 repositories listed
• Bi-directional personalization reinforcement learning-based architecture with active learning using a multi-model data service for the travel nursing industry
  14 Mar 2023 0 repositories listed
• Statistical Hardware Design With Multi-model Active Learning
  14 Mar 2023 0 repositories listed
• Active Learning Based Domain Adaptation for Tissue Segmentation of Histopathological Images
  9 Mar 2023 0 repositories listed
• Embodied Active Learning of Relational State Abstractions for Bilevel Planning
  8 Mar 2023 0 repositories listed
• Privacy-preserving and Uncertainty-aware Federated Trajectory Prediction for Connected Autonomous Vehicles
  8 Mar 2023 0 repositories listed
• Active learning using region-based sampling
  5 Mar 2023 0 repositories listed
• Active Learning and Bayesian Optimization: a Unified Perspective to Learn with a Goal
  2 Mar 2023 0 repositories listed
• Active Learning Enhances Classification of Histopathology Whole Slide Images with Attention-based Multiple Instance Learning
  2 Mar 2023 0 repositories listed
• BenchDirect: A Directed Language Model for Compiler Benchmarks
  2 Mar 2023 0 repositories listed
• Containing a spread through sequential learning: to exploit or to explore?
  1 Mar 2023 0 repositories listed
• Implementing Active Learning in Cybersecurity: Detecting Anomalies in Redacted Emails
  1 Mar 2023 0 repositories listed
• Active Learning with Combinatorial Coverage
  28 Feb 2023 0 repositories listed
• A Survey on Uncertainty Quantification Methods for Deep Learning
  26 Feb 2023 0 repositories listed
• Deep active learning for nonlinear system identification
  24 Feb 2023 0 repositories listed
• Active learning for structural reliability analysis with multiple limit state functions through variance-enhanced PC-Kriging surrogate models
  23 Feb 2023 0 repositories listed
• Deep Active Learning in the Presence of Label Noise: A Survey
  22 Feb 2023 0 repositories listed
• Evaluating the effect of data augmentation and BALD heuristics on distillation of Semantic-KITTI dataset
  21 Feb 2023 0 repositories listed
• Correlation Clustering with Active Learning of Pairwise Similarities
  20 Feb 2023 0 repositories listed
• Active learning for data streams: a survey
  17 Feb 2023 0 repositories listed
• Adaptive Selective Sampling for Online Prediction with Experts
  16 Feb 2023 0 repositories listed
• Navya3DSeg -- Navya 3D Semantic Segmentation Dataset & split generation for autonomous vehicles
  16 Feb 2023 0 repositories listed
• Robust expected improvement for Bayesian optimization
  16 Feb 2023 0 repositories listed
• Pushing the Accuracy-Group Robustness Frontier with Introspective Self-play
  11 Feb 2023 0 repositories listed
• Combining self-labeling and demand based active learning for non-stationary data streams
  8 Feb 2023 0 repositories listed
• CRL+: A Novel Semi-Supervised Deep Active Contrastive Representation Learning-Based Text Classification Model for Insurance Data
  8 Feb 2023 0 repositories listed
• Best Practices in Active Learning for Semantic Segmentation
  8 Feb 2023 0 repositories listed
• AutoWS: Automated Weak Supervision Framework for Text Classification
  7 Feb 2023 0 repositories listed
• Active Learning in Brain Tumor Segmentation with Uncertainty Sampling, Annotation Redundancy Restriction, and Data Initialization
  5 Feb 2023 0 repositories listed
• A Semi-Parametric Model for Decision Making in High-Dimensional Sensory Discrimination Tasks
  2 Feb 2023 0 repositories listed
• Robust online active learning
  1 Feb 2023 0 repositories listed
• Active Learning-based Domain Adaptive Localized Polynomial Chaos Expansion
  31 Jan 2023 0 repositories listed
• Does Deep Active Learning Work in the Wild?
  31 Jan 2023 0 repositories listed
• Active Learning for Multilingual Semantic Parser
  30 Jan 2023 0 repositories listed
• Leveraging Importance Weights in Subset Selection
  28 Jan 2023 0 repositories listed
• Dual Control of Exploration and Exploitation for Auto-Optimisation Control with Active Learning
  27 Jan 2023 0 repositories listed
• HAL3D: Hierarchical Active Learning for Fine-Grained 3D Part Labeling
  25 Jan 2023 0 repositories listed
• Cross-lingual German Biomedical Information Extraction: from Zero-shot to Human-in-the-Loop
  24 Jan 2023 0 repositories listed
• Speeding Up BatchBALD: A k-BALD Family of Approximations for Active Learning
  23 Jan 2023 0 repositories listed
• Active Learning of Piecewise Gaussian Process Surrogates
  20 Jan 2023 0 repositories listed
• Forgetful Active Learning with Switch Events: Efficient Sampling for Out-of-Distribution Data
  12 Jan 2023 0 repositories listed
• Combining Self-labeling with Selective Sampling
  11 Jan 2023 0 repositories listed
• A domain-decomposed VAE method for Bayesian inverse problems
  9 Jan 2023 0 repositories listed
• Active Learning Guided by Efficient Surrogate Learners
  7 Jan 2023 0 repositories listed
• An interpretable machine learning system for colorectal cancer diagnosis from pathology slides
  6 Jan 2023 0 repositories listed
• Discovery of structure-property relations for molecules via hypothesis-driven active learning over the chemical space
  6 Jan 2023 0 repositories listed
• Benchmarks and Algorithms for Offline Preference-Based Reward Learning
  3 Jan 2023 0 repositories listed
• Using Active Learning Methods to Strategically Select Essays for Automated Scoring
  2 Jan 2023 0 repositories listed
• Deep Deterministic Uncertainty: A New Simple Baseline
  1 Jan 2023 0 repositories listed
• Heterogeneous Diversity Driven Active Learning for Multi-Object Tracking
  1 Jan 2023 0 repositories listed