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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 11 of 31: papers 1,001 to 1,100 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.

• Bayesian Active Learning for Multi-Criteria Comparative Judgement in Educational Assessment
  1 Mar 2025 0 repositories listed
• Active Learning for Conditional Inverse Design with Crystal Generation and Foundation Atomic Models
  24 Feb 2025 0 repositories listed
• Applying LLMs to Active Learning: Towards Cost-Efficient Cross-Task Text Classification without Manually Labeled Data
  24 Feb 2025 0 repositories listed
• Distributionally Robust Active Learning for Gaussian Process Regression
  24 Feb 2025 0 repositories listed
• Active Learning Classification from a Signal Separation Perspective
  23 Feb 2025 0 repositories listed
• AutoTandemML: Active Learning Enhanced Tandem Neural Networks for Inverse Design Problems
  21 Feb 2025 0 repositories listed
• From Selection to Generation: A Survey of LLM-based Active Learning
  17 Feb 2025 0 repositories listed
• Physics-Informed Gaussian Process Classification for Constraint-Aware Alloy Design
  17 Feb 2025 0 repositories listed
• Co-designing Large Language Model Tools for Project-Based Learning with K12 Educators
  13 Feb 2025 0 repositories listed
• Enhancing RAG with Active Learning on Conversation Records: Reject Incapables and Answer Capables
  13 Feb 2025 0 repositories listed
• ActiveSSF: An Active-Learning-Guided Self-Supervised Framework for Long-Tailed Megakaryocyte Classification
  12 Feb 2025 0 repositories listed
• Multifidelity Simulation-based Inference for Computationally Expensive Simulators
  12 Feb 2025 0 repositories listed
• Educating a Responsible AI Workforce: Piloting a Curricular Module on AI Policy in a Graduate Machine Learning Course
  11 Feb 2025 0 repositories listed
• Towards a Foundation Model for Physics-Informed Neural Networks: Multi-PDE Learning with Active Sampling
  11 Feb 2025 0 repositories listed
• A physics-based data-driven model for CO₂ gas diffusion electrodes to drive automated laboratories
  10 Feb 2025 0 repositories listed
• AL-PINN: Active Learning-Driven Physics-Informed Neural Networks for Efficient Sample Selection in Solving Partial Differential Equations
  6 Feb 2025 0 repositories listed
• Automatic quantification of breast cancer biomarkers from multiple 18F-FDG PET image segmentation
  6 Feb 2025 0 repositories listed
• Mining Unstructured Medical Texts With Conformal Active Learning
  5 Feb 2025 0 repositories listed
• Deep Active Learning based Experimental Design to Uncover Synergistic Genetic Interactions for Host Targeted Therapeutics
  3 Feb 2025 0 repositories listed
• Omni-Mol: Exploring Universal Convergent Space for Omni-Molecular Tasks
  3 Feb 2025 0 repositories listed
• Integrating Semi-Supervised and Active Learning for Semantic Segmentation
  31 Jan 2025 0 repositories listed
• Amortized Safe Active Learning for Real-Time Data Acquisition: Pretrained Neural Policies from Simulated Nonparametric Functions
  26 Jan 2025 0 repositories listed
• Breaking the SSL-AL Barrier: A Synergistic Semi-Supervised Active Learning Framework for 3D Object Detection
  26 Jan 2025 0 repositories listed
• Active Learning for Continual Learning: Keeping the Past Alive in the Present
  24 Jan 2025 0 repositories listed
• Gaussian-Process-based Adaptive Tracking Control with Dynamic Active Learning for Autonomous Ground Vehicles
  24 Jan 2025 0 repositories listed
• Hybrid Interpretable Deep Learning Framework for Skin Cancer Diagnosis: Integrating Radial Basis Function Networks with Explainable AI
  24 Jan 2025 0 repositories listed
• Efficient Auto-Labeling of Large-Scale Poultry Datasets (ALPD) Using Semi-Supervised Models, Active Learning, and Prompt-then-Detect Approach
  18 Jan 2025 0 repositories listed
• Big Batch Bayesian Active Learning by Considering Predictive Probabilities
  14 Jan 2025 0 repositories listed
• Mechanics and Design of Metastructured Auxetic Patches with Bio-inspired Materials
  8 Jan 2025 0 repositories listed
• Advanced Tutorial: Label-Efficient Two-Sample Tests
  7 Jan 2025 0 repositories listed
• Active Learning Enables Extrapolation in Molecular Generative Models
  3 Jan 2025 0 repositories listed
• Joint Out-of-Distribution Filtering and Data Discovery Active Learning
  1 Jan 2025 0 repositories listed
• Towards Cost-Effective Learning: A Synergy of Semi-Supervised and Active Learning
  1 Jan 2025 0 repositories listed
• U-GIFT: Uncertainty-Guided Firewall for Toxic Speech in Few-Shot Scenario
  1 Jan 2025 0 repositories listed
• ACIL: Active Class Incremental Learning for Image Classification
  31 Dec 2024 0 repositories listed
• Active Learning of General Halfspaces: Label Queries vs Membership Queries
  31 Dec 2024 0 repositories listed
• Efficient Human-in-the-Loop Active Learning: A Novel Framework for Data Labeling in AI Systems
  31 Dec 2024 0 repositories listed
• Active Learning with Variational Quantum Circuits for Quantum Process Tomography
  30 Dec 2024 0 repositories listed
• Uncertainty Herding: One Active Learning Method for All Label Budgets
  30 Dec 2024 0 repositories listed
• STAYKATE: Hybrid In-Context Example Selection Combining Representativeness Sampling and Retrieval-based Approach -- A Case Study on Science Domains
  28 Dec 2024 0 repositories listed
• Image Classification with Deep Reinforcement Active Learning
  27 Dec 2024 0 repositories listed
• Uncertainty Quantification in Continual Open-World Learning
  21 Dec 2024 0 repositories listed
• Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles
  20 Dec 2024 0 repositories listed
• GALOT: Generative Active Learning via Optimizable Zero-shot Text-to-image Generation
  18 Dec 2024 0 repositories listed
• Active Reinforcement Learning Strategies for Offline Policy Improvement
  17 Dec 2024 0 repositories listed
• AutoSciLab: A Self-Driving Laboratory For Interpretable Scientific Discovery
  16 Dec 2024 0 repositories listed
• Active Large Language Model-based Knowledge Distillation for Session-based Recommendation
  15 Dec 2024 0 repositories listed
• An Active Parameter Learning Approach to The Identification of Safe Regions
  14 Dec 2024 0 repositories listed
• Congruence-based Learning of Probabilistic Deterministic Finite Automata
  12 Dec 2024 0 repositories listed
• Enhancing Modality Representation and Alignment for Multimodal Cold-start Active Learning
  12 Dec 2024 0 repositories listed
• Safe Active Learning for Gaussian Differential Equations
  12 Dec 2024 0 repositories listed
• The Cost of Replicability in Active Learning
  12 Dec 2024 0 repositories listed
• How to select slices for annotation to train best-performing deep learning segmentation models for cross-sectional medical images?
  11 Dec 2024 0 repositories listed
• Improving Active Learning with a Bayesian Representation of Epistemic Uncertainty
  11 Dec 2024 0 repositories listed
• Label Distribution Learning using the Squared Neural Family on the Probability Simplex
  10 Dec 2024 0 repositories listed
• MAPLE: A Framework for Active Preference Learning Guided by Large Language Models
  10 Dec 2024 0 repositories listed
• Quantifying the Prediction Uncertainty of Machine Learning Models for Individual Data
  10 Dec 2024 0 repositories listed
• Active Learning with Context Sampling and One-vs-Rest Entropy for Semantic Segmentation
  9 Dec 2024 0 repositories listed
• Learning-by-teaching with ChatGPT: The effect of teachable ChatGPT agent on programming education
  5 Dec 2024 0 repositories listed
• Multi-Layer Privacy-Preserving Record Linkage with Clerical Review based on gradual information disclosure
  5 Dec 2024 0 repositories listed
• Superposition through Active Learning lens
  5 Dec 2024 0 repositories listed
• Active learning of neural population dynamics using two-photon holographic optogenetics
  3 Dec 2024 0 repositories listed Syntology 11 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 0 honoured, 0 violated, 11 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 15 harvested samples) · 15 pointer-only (licence)
• Sample Efficient Robot Learning in Supervised Effect Prediction Tasks
  3 Dec 2024 0 repositories listed
• Cross-Task Inconsistency Based Active Learning (CTIAL) for Emotion Recognition
  2 Dec 2024 0 repositories listed
• Neural Window Decoder for SC-LDPC Codes
  28 Nov 2024 0 repositories listed
• Active partitioning: inverting the paradigm of active learning
  27 Nov 2024 0 repositories listed
• ORIS: Online Active Learning Using Reinforcement Learning-based Inclusive Sampling for Robust Streaming Analytics System
  27 Nov 2024 0 repositories listed
• Maximally Separated Active Learning
  26 Nov 2024 0 repositories listed
• A Review of Bayesian Uncertainty Quantification in Deep Probabilistic Image Segmentation
  25 Nov 2024 0 repositories listed
• Benchmarking Active Learning for NILM
  24 Nov 2024 0 repositories listed
• Influence functions and regularity tangents for efficient active learning
  22 Nov 2024 0 repositories listed
• Active Learning-Based Optimization of Hydroelectric Turbine Startup to Minimize Fatigue Damage
  21 Nov 2024 0 repositories listed
• Integration of Active Learning and MCMC Sampling for Efficient Bayesian Calibration of Mechanical Properties
  20 Nov 2024 0 repositories listed
• Stream-Based Active Learning for Process Monitoring
  19 Nov 2024 0 repositories listed
• MolParser: End-to-end Visual Recognition of Molecule Structures in the Wild
  17 Nov 2024 0 repositories listed
• Learning Quantitative Automata Modulo Theories
  15 Nov 2024 0 repositories listed
• Deep Active Learning in the Open World
  10 Nov 2024 0 repositories listed
• GCI-ViTAL: Gradual Confidence Improvement with Vision Transformers for Active Learning on Label Noise
  8 Nov 2024 0 repositories listed
• Hands-On Tutorial: Labeling with LLM and Human-in-the-Loop
  7 Nov 2024 0 repositories listed
• Performance-Guided LLM Knowledge Distillation for Efficient Text Classification at Scale
  7 Nov 2024 0 repositories listed
• An information-matching approach to optimal experimental design and active learning
  5 Nov 2024 0 repositories listed
• Exploiting Contextual Uncertainty of Visual Data for Efficient Training of Deep Models
  4 Nov 2024 0 repositories listed
• Cost-Aware Query Policies in Active Learning for Efficient Autonomous Robotic Exploration
  31 Oct 2024 0 repositories listed
• SpiroActive: Active Learning for Efficient Data Acquisition for Spirometry
  30 Oct 2024 0 repositories listed
• Active Learning for Vision-Language Models
  29 Oct 2024 0 repositories listed
• Evaluation of uncertainty estimations for Gaussian process regression based machine learning interatomic potentials
  27 Oct 2024 0 repositories listed
• Annotation Efficiency: Identifying Hard Samples via Blocked Sparse Linear Bandits
  26 Oct 2024 0 repositories listed
• Efficient Biological Data Acquisition through Inference Set Design
  25 Oct 2024 0 repositories listed
• Exploring the Universe with SNAD: Anomaly Detection in Astronomy
  24 Oct 2024 0 repositories listed
• Perturbation-based Graph Active Learning for Weakly-Supervised Belief Representation Learning
  24 Oct 2024 0 repositories listed
• Uncertainty-Error correlations in Evidential Deep Learning models for biomedical segmentation
  24 Oct 2024 0 repositories listed
• Bayesian optimization for robust robotic grasping using a sensorized compliant hand
  23 Oct 2024 0 repositories listed
• regAL: Python Package for Active Learning of Regression Problems
  23 Oct 2024 0 repositories listed
• Deep Active Learning with Manifold-preserving Trajectory Sampling
  21 Oct 2024 0 repositories listed
• Increasing Interpretability of Neural Networks By Approximating Human Visual Saliency
  21 Oct 2024 0 repositories listed
• Learning signals defined on graphs with optimal transport and Gaussian process regression
  21 Oct 2024 0 repositories listed
• Coherence-Driven Multimodal Safety Dialogue with Active Learning for Embodied Agents
  18 Oct 2024 0 repositories listed
• A Simplifying and Learnable Graph Convolutional Attention Network for Unsupervised Knowledge Graphs Alignment
  17 Oct 2024 0 repositories listed
• An Active Learning Framework for Inclusive Generation by Large Language Models
  17 Oct 2024 0 repositories listed
• Railway LiDAR semantic segmentation based on intelligent semi-automated data annotation
  17 Oct 2024 0 repositories listed

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.