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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 10 of 31: papers 901 to 1,000 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.

• Incremental Robot Learning of New Objects with Fixed Update Time
  17 May 2016 1 repository listed
• Active Learning from Positive and Unlabeled Data
  24 Feb 2016 1 repository listed
• Near-Optimal Active Learning of Multi-Output Gaussian Processes
  21 Nov 2015 1 repository listed Syntology 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples)
• The Unreasonable Effectiveness of Noisy Data for Fine-Grained Recognition
  20 Nov 2015 1 repository listed
• Active Learning for Entity Filtering in Microblog Streams
  1 Aug 2015 1 repository listed
• Bayesian Dark Knowledge
  14 Jun 2015 1 repository listed
• Towards a relation extraction framework for cyber-security concepts
  16 Apr 2015 1 repository listed
• Anytime Active Learning
  27 Jul 2014 1 repository listed
• Active Semi-Supervised Learning Using Sampling Theory for Graph Signals
  16 May 2014 1 repository listed
• Machine learning of hierarchical clustering to segment 2D and 3D images
  25 Mar 2013 1 repository listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
• Active Learning of Inverse Models with Intrinsically Motivated Goal Exploration in Robots
  21 Jan 2013 1 repository listed
• Closing the Loop: Fast, Interactive Semi-Supervised Annotation With Queries on Features and Instances
  1 Jul 2011 1 repository listed
• Building a Scalable and Interpretable Bayesian Deep Learning Framework for Quality Control of Free Form Surfaces
  7 Apr 1994 1 repository listed
• A Risk-Aware Adaptive Robust MPC with Learned Uncertainty Quantification
  15 Jul 2025 0 repositories listed
• MP-ALOE: An r2SCAN dataset for universal machine learning interatomic potentials
  8 Jul 2025 0 repositories listed
• Machine-Learning-Assisted Photonic Device Development: A Multiscale Approach from Theory to Characterization
  24 Jun 2025 0 repositories listed
• Active Learning-Guided Seq2Seq Variational Autoencoder for Multi-target Inhibitor Generation
  18 Jun 2025 0 repositories listed
• Bayesian Active Learning of (small) Quantile Sets through Expected Estimator Modification
  16 Jun 2025 0 repositories listed
• Coupled reaction and diffusion governing interface evolution in solid-state batteries
  12 Jun 2025 0 repositories listed
• GRAIL: A Benchmark for GRaph ActIve Learning in Dynamic Sensing Environments
  11 Jun 2025 0 repositories listed
• Thermodynamically Consistent Latent Dynamics Identification for Parametric Systems
  10 Jun 2025 0 repositories listed
• Domain Switching on the Pareto Front: Multi-Objective Deep Kernel Learning in Automated Piezoresponse Force Microscopy
  9 Jun 2025 0 repositories listed
• Active Test-time Vision-Language Navigation
  7 Jun 2025 0 repositories listed
• Machine learning for in-situ composition mapping in a self-driving magnetron sputtering system
  6 Jun 2025 0 repositories listed
• ActivePusher: Active Learning and Planning with Residual Physics for Nonprehensile Manipulation
  5 Jun 2025 0 repositories listed
• NepTrain and NepTrainKit: Automated Active Learning and Visualization Toolkit for Neuroevolution Potentials
  2 Jun 2025 0 repositories listed
• Extending AALpy with Passive Learning: A Generalized State-Merging Approach
  31 May 2025 0 repositories listed
• Active Learning via Regression Beyond Realizability
  31 May 2025 0 repositories listed
• Aurora: Are Android Malware Classifiers Reliable and Stable under Distribution Shift?
  28 May 2025 0 repositories listed
• Active Learning-Enhanced Dual Control for Angle-Only Initial Relative Orbit Determination
  27 May 2025 0 repositories listed
• Efficient Deconvolution in Populational Inverse Problems
  26 May 2025 0 repositories listed
• Exploring the Possibility of TypiClust for Low-Budget Federated Active Learning
  26 May 2025 0 repositories listed
• Language Model-Enhanced Message Passing for Heterophilic Graph Learning
  26 May 2025 0 repositories listed
• Monocle: Hybrid Local-Global In-Context Evaluation for Long-Text Generation with Uncertainty-Based Active Learning
  26 May 2025 0 repositories listed
• LLM-Guided Taxonomy and Hierarchical Uncertainty for 3D Point CLoud Active Learning
  25 May 2025 0 repositories listed
• Alignment and Safety of Diffusion Models via Reinforcement Learning and Reward Modeling: A Survey
  23 May 2025 0 repositories listed
• Cohort-Based Active Modality Acquisition
  22 May 2025 0 repositories listed
• A Simple Approximation Algorithm for Optimal Decision Tree
  21 May 2025 0 repositories listed
• An active learning framework for multi-group mean estimation
  20 May 2025 0 repositories listed
• Active Learning on Synthons for Molecular Design
  19 May 2025 0 repositories listed
• Cell Library Characterization for Composite Current Source Models Based on Gaussian Process Regression and Active Learning
  16 May 2025 0 repositories listed
• Designing and Contextualising Probes for African Languages
  15 May 2025 0 repositories listed
• Community-based Multi-Agent Reinforcement Learning with Transfer and Active Exploration
  14 May 2025 0 repositories listed
• Enhancing the Efficiency of Complex Systems Crystal Structure Prediction by Active Learning Guided Machine Learning Potential
  13 May 2025 0 repositories listed
• Accelerating Battery Material Optimization through iterative Machine Learning
  12 May 2025 0 repositories listed
• Combining Bayesian Inference and Reinforcement Learning for Agent Decision Making: A Review
  12 May 2025 0 repositories listed
• Generalization Bounds and Stopping Rules for Learning with Self-Selected Data
  12 May 2025 0 repositories listed
• Active Learning for Multi-class Image Classification
  11 May 2025 0 repositories listed
• Constrained Online Decision-Making: A Unified Framework
  11 May 2025 0 repositories listed
• Exploring Multimodal Foundation AI and Expert-in-the-Loop for Sustainable Management of Wild Salmon Fisheries in Indigenous Rivers
  10 May 2025 0 repositories listed
• GFlowNets for Active Learning Based Resource Allocation in Next Generation Wireless Networks
  8 May 2025 0 repositories listed
• Balancing Accuracy, Calibration, and Efficiency in Active Learning with Vision Transformers Under Label Noise
  7 May 2025 0 repositories listed
• Label-efficient Single Photon Images Classification via Active Learning
  7 May 2025 0 repositories listed
• RAFT: Robust Augmentation of FeaTures for Image Segmentation
  7 May 2025 0 repositories listed
• The Search for Squawk: Agile Modeling in Bioacoustics
  5 May 2025 0 repositories listed
• Reduced-order structure-property linkages for stochastic metamaterials
  2 May 2025 0 repositories listed
• TActiLE: Tiny Active LEarning for wearable devices
  2 May 2025 0 repositories listed
• HeAL3D: Heuristical-enhanced Active Learning for 3D Object Detection
  1 May 2025 0 repositories listed
• Inconsistency-based Active Learning for LiDAR Object Detection
  1 May 2025 0 repositories listed
• Subspace-Distance-Enabled Active Learning for Efficient Data-Driven Model Reduction of Parametric Dynamical Systems
  1 May 2025 0 repositories listed
• Geometry-aware Active Learning of Spatiotemporal Dynamic Systems
  26 Apr 2025 0 repositories listed
• CHASe: Client Heterogeneity-Aware Data Selection for Effective Federated Active Learning
  24 Apr 2025 0 repositories listed
• Compositional Active Learning of Synchronizing Systems through Automated Alphabet Refinement
  23 Apr 2025 0 repositories listed
• From Reviews to Dialogues: Active Synthesis for Zero-Shot LLM-based Conversational Recommender System
  21 Apr 2025 0 repositories listed
• Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning
  18 Apr 2025 0 repositories listed
• Parsimonious Dataset Construction for Laparoscopic Cholecystectomy Structure Segmentation
  17 Apr 2025 0 repositories listed
• Uncertainty Quantification in Graph Neural Networks with Shallow Ensembles
  17 Apr 2025 0 repositories listed
• Scholar Inbox: Personalized Paper Recommendations for Scientists
  11 Apr 2025 0 repositories listed
• Towards Unconstrained 2D Pose Estimation of the Human Spine
  10 Apr 2025 0 repositories listed
• The Work Capacity of Channels with Memory: Maximum Extractable Work in Percept-Action Loops
  8 Apr 2025 0 repositories listed
• Diffusion Active Learning: Towards Data-Driven Experimental Design in Computed Tomography
  4 Apr 2025 0 repositories listed
• Anomaly Detection in Time Series Data Using Reinforcement Learning, Variational Autoencoder, and Active Learning
  3 Apr 2025 0 repositories listed
• CoTAL: Human-in-the-Loop Prompt Engineering, Chain-of-Thought Reasoning, and Active Learning for Generalizable Formative Assessment Scoring
  3 Apr 2025 0 repositories listed
• FAST: Federated Active Learning with Foundation Models for Communication-efficient Sampling and Training
  3 Apr 2025 0 repositories listed
• Hide and Seek in Noise Labels: Noise-Robust Collaborative Active Learning with LLM-Powered Assistance
  3 Apr 2025 0 repositories listed
• Horizon Scans can be accelerated using novel information retrieval and artificial intelligence tools
  2 Apr 2025 0 repositories listed
• Sharpe Ratio-Guided Active Learning for Preference Optimization in RLHF
  28 Mar 2025 0 repositories listed
• Confidence Adjusted Surprise Measure for Active Resourceful Trials (CA-SMART): A Data-driven Active Learning Framework for Accelerating Material Discovery under Resource Constraints
  27 Mar 2025 0 repositories listed
• Audio-Enhanced Vision-Language Modeling with Latent Space Broadening for High Quality Data Expansion
  21 Mar 2025 0 repositories listed
• Fairness-Driven LLM-based Causal Discovery with Active Learning and Dynamic Scoring
  21 Mar 2025 0 repositories listed
• Active Learning For Repairable Hardware Systems With Partial Coverage
  20 Mar 2025 0 repositories listed
• Uncertainty Meets Diversity: A Comprehensive Active Learning Framework for Indoor 3D Object Detection
  20 Mar 2025 0 repositories listed
• Efficient Data Selection for Training Genomic Perturbation Models
  18 Mar 2025 0 repositories listed
• Active Learning from Scene Embeddings for End-to-End Autonomous Driving
  14 Mar 2025 0 repositories listed
• Preference Elicitation for Multi-objective Combinatorial Optimization with Active Learning and Maximum Likelihood Estimation
  14 Mar 2025 0 repositories listed
• Active Learning Inspired ControlNet Guidance for Augmenting Semantic Segmentation Datasets
  12 Mar 2025 0 repositories listed
• Have LLMs Made Active Learning Obsolete? Surveying the NLP Community
  12 Mar 2025 0 repositories listed
• ADROIT: A Self-Supervised Framework for Learning Robust Representations for Active Learning
  10 Mar 2025 0 repositories listed
• Generative method for aerodynamic optimization based on classifier-free guided denoising diffusion probabilistic model
  10 Mar 2025 0 repositories listed
• Learning Nash Equilibrial Hamiltonian for Two-Player Collision-Avoiding Interactions
  10 Mar 2025 0 repositories listed
• NeuroADDA: Active Discriminative Domain Adaptation in Connectomic
  8 Mar 2025 0 repositories listed
• Dependency-aware Maximum Likelihood Estimation for Active Learning
  7 Mar 2025 0 repositories listed
• Enhancing SAM with Efficient Prompting and Preference Optimization for Semi-supervised Medical Image Segmentation
  6 Mar 2025 0 repositories listed
• Active Learning for Deep Learning-Based Hemodynamic Parameter Estimation
  5 Mar 2025 0 repositories listed
• Active operator learning with predictive uncertainty quantification for partial differential equations
  5 Mar 2025 0 repositories listed
• CREStE: Scalable Mapless Navigation with Internet Scale Priors and Counterfactual Guidance
  5 Mar 2025 0 repositories listed
• Aggregation Strategies for Efficient Annotation of Bioacoustic Sound Events Using Active Learning
  4 Mar 2025 0 repositories listed
• LAPD: Langevin-Assisted Bayesian Active Learning for Physical Discovery
  4 Mar 2025 0 repositories listed
• Active Learning for Direct Preference Optimization
  3 Mar 2025 0 repositories listed
• Comprehensive Evaluation of OCT-based Automated Segmentation of Retinal Layer, Fluid and Hyper-Reflective Foci: Impact on Diabetic Retinopathy Severity Assessment
  3 Mar 2025 0 repositories listed

Syntology lines on 2 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.