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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 18 of 31: papers 1,701 to 1,800 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.

• Peer to Peer Learning Platform Optimized With Machine Learning
  7 Sep 2022 0 repositories listed
• Depression Symptoms Modelling from Social Media Text: A Semi-supervised Learning Approach
  6 Sep 2022 0 repositories listed
• Consistency-Based Semi-supervised Evidential Active Learning for Diagnostic Radiograph Classification
  5 Sep 2022 0 repositories listed
• Active learning-assisted neutron spectroscopy with log-Gaussian processes
  2 Sep 2022 0 repositories listed
• Active Learning with Effective Scoring Functions for Semi-Supervised Temporal Action Localization
  31 Aug 2022 0 repositories listed
• Confidence Estimation for Object Detection in Document Images
  29 Aug 2022 0 repositories listed
• Detecting Mitoses with a Convolutional Neural Network for MIDOG 2022 Challenge
  26 Aug 2022 0 repositories listed
• Lirot.ai: A Novel Platform for Crowd-Sourcing Retinal Image Segmentations
  22 Aug 2022 0 repositories listed
• Active PETs: Active Data Annotation Prioritisation for Few-Shot Claim Verification with Pattern Exploiting Training
  18 Aug 2022 0 repositories listed
• Open Long-Tailed Recognition in a Dynamic World
  17 Aug 2022 0 repositories listed
• Bucketized Active Sampling for Learning ACOPF
  16 Aug 2022 0 repositories listed
• Generating a Terrain-Robustness Benchmark for Legged Locomotion: A Prototype via Terrain Authoring and Active Learning
  16 Aug 2022 0 repositories listed
• Continuous Active Learning Using Pretrained Transformers
  15 Aug 2022 0 repositories listed
• Active Learning Exploration of Transition Metal Complexes to Discover Method-Insensitive and Synthetically Accessible Chromophores
  10 Aug 2022 0 repositories listed
• Active Learning for Non-Parametric Choice Models
  5 Aug 2022 0 repositories listed
• Deep Bayesian Active-Learning-to-Rank for Endoscopic Image Data
  5 Aug 2022 0 repositories listed
• Deep Surrogate of Modular Multi Pump using Active Learning
  4 Aug 2022 0 repositories listed
• Active Learning on a Programmable Photonic Quantum Processor
  3 Aug 2022 0 repositories listed
• Information Gain Sampling for Active Learning in Medical Image Classification
  1 Aug 2022 0 repositories listed
• Deep Active Learning with Budget Annotation
  31 Jul 2022 0 repositories listed
• Learning while Acquisition: Towards Active Learning Framework for Beamforming in Ultrasound Imaging
  31 Jul 2022 0 repositories listed
• A Survey of Learning on Small Data: Generalization, Optimization, and Challenge
  29 Jul 2022 0 repositories listed
• Unsupervised Frequent Pattern Mining for CEP
  28 Jul 2022 0 repositories listed
• Active Learning of Ordinal Embeddings: A User Study on Football Data
  26 Jul 2022 0 repositories listed
• Partial-Monotone Adaptive Submodular Maximization
  26 Jul 2022 0 repositories listed
• Exploiting Diversity of Unlabeled Data for Label-Efficient Semi-Supervised Active Learning
  25 Jul 2022 0 repositories listed
• Stream-based active learning with linear models
  20 Jul 2022 0 repositories listed
• Distributed Safe Learning and Planning for Multi-robot Systems
  16 Jul 2022 0 repositories listed
• More Data Can Lead Us Astray: Active Data Acquisition in the Presence of Label Bias
  15 Jul 2022 0 repositories listed
• Active Learning-based Isolation Forest (ALIF): Enhancing Anomaly Detection in Decision Support Systems
  8 Jul 2022 0 repositories listed
• Bayesian multi-objective optimization for stochastic simulators: an extension of the Pareto Active Learning method
  8 Jul 2022 0 repositories listed
• Active Learning and Multi-label Classification for Ellipsis and Coreference Detection in Conversational Question-Answering
  7 Jul 2022 0 repositories listed
• ST-CoNAL: Consistency-Based Acquisition Criterion Using Temporal Self-Ensemble for Active Learning
  5 Jul 2022 0 repositories listed
• Pareto Optimization for Active Learning under Out-of-Distribution Data Scenarios
  4 Jul 2022 0 repositories listed
• Chimera: A Hybrid Machine Learning Driven Multi-Objective Design Space Exploration Tool for FPGA High-Level Synthesis
  3 Jul 2022 0 repositories listed
• Teaching Interactively to Learn Emotions in Natural Language
  1 Jul 2022 0 repositories listed
• Data-Efficient Learning via Minimizing Hyperspherical Energy
  30 Jun 2022 0 repositories listed
• Black-box Generalization of Machine Teaching
  30 Jun 2022 0 repositories listed
• Towards Global-Scale Crowd+AI Techniques to Map and Assess Sidewalks for People with Disabilities
  28 Jun 2022 0 repositories listed
• Making Look-Ahead Active Learning Strategies Feasible with Neural Tangent Kernels
  25 Jun 2022 0 repositories listed
• Mitigating sampling bias in risk-based active learning via an EM algorithm
  25 Jun 2022 0 repositories listed
• Improving decision-making via risk-based active learning: Probabilistic discriminative classifiers
  23 Jun 2022 0 repositories listed
• Patient Aware Active Learning for Fine-Grained OCT Classification
  23 Jun 2022 0 repositories listed
• Active Learning with Safety Constraints
  22 Jun 2022 0 repositories listed
• DECAL: DEployable Clinical Active Learning
  21 Jun 2022 0 repositories listed
• Using Sum-Product Networks to Assess Uncertainty in Deep Active Learning
  20 Jun 2022 0 repositories listed
• Actively learning to learn causal relationships
  20 Jun 2022 0 repositories listed
• Deep reinforced active learning for multi-class image classification
  20 Jun 2022 0 repositories listed
• Active Data Discovery: Mining Unknown Data using Submodular Information Measures
  17 Jun 2022 0 repositories listed
• Federated Learning with Uncertainty via Distilled Predictive Distributions
  15 Jun 2022 0 repositories listed
• Physics-informed EDFA Gain Model Based on Active Learning
  13 Jun 2022 0 repositories listed
• In Defense of Core-set: A Density-aware Core-set Selection for Active Learning
  10 Jun 2022 0 repositories listed
• Weighted Ensembles for Active Learning with Adaptivity
  10 Jun 2022 0 repositories listed
• ScatterSample: Diversified Label Sampling for Data Efficient Graph Neural Network Learning
  9 Jun 2022 0 repositories listed
• Collaborative Intelligence Orchestration: Inconsistency-Based Fusion of Semi-Supervised Learning and Active Learning
  7 Jun 2022 0 repositories listed
• Indirect Active Learning
  3 Jun 2022 0 repositories listed
• BayesFormer: Transformer with Uncertainty Estimation
  2 Jun 2022 0 repositories listed
• Investigating Active Learning Sampling Strategies for Extreme Multi Label Text Classification
  1 Jun 2022 0 repositories listed
• Midas Loop: A Prioritized Human-in-the-Loop Annotation for Large Scale Multilayer Data
  1 Jun 2022 0 repositories listed
• Support Vector Machines under Adversarial Label Contamination
  1 Jun 2022 0 repositories listed
• An optimal transport approach for selecting a representative subsample with application in efficient kernel density estimation
  31 May 2022 0 repositories listed
• Bayesian Active Learning for Scanning Probe Microscopy: from Gaussian Processes to Hypothesis Learning
  30 May 2022 0 repositories listed
• Deep Active Learning with Noise Stability
  26 May 2022 0 repositories listed
• Opinion Spam Detection: A New Approach Using Machine Learning and Network-Based Algorithms
  26 May 2022 0 repositories listed
• Active Domain Adaptation with Multi-level Contrastive Units for Semantic Segmentation
  23 May 2022 0 repositories listed
• CELEST: Federated Learning for Globally Coordinated Threat Detection
  23 May 2022 0 repositories listed
• Tyger: Task-Type-Generic Active Learning for Molecular Property Prediction
  23 May 2022 0 repositories listed
• Mask-guided Vision Transformer (MG-ViT) for Few-Shot Learning
  20 May 2022 0 repositories listed
• A Simple yet Effective Framework for Active Learning to Rank
  20 May 2022 0 repositories listed
• Marginal and Joint Cross-Entropies & Predictives for Online Bayesian Inference, Active Learning, and Active Sampling
  18 May 2022 0 repositories listed
• Probability trees and the value of a single intervention
  18 May 2022 0 repositories listed
• Active learning of causal probability trees
  17 May 2022 0 repositories listed
• SCAF: Skip-Connections in Auto-encoder for Face alignment with few annotated data
  15 May 2022 0 repositories listed
• ALLSH: Active Learning Guided by Local Sensitivity and Hardness
  10 May 2022 0 repositories listed
• One Size Does Not Fit All: The Case for Personalised Word Complexity Models
  5 May 2022 0 repositories listed
• FINETUNA: Fine-tuning Accelerated Molecular Simulations
  2 May 2022 0 repositories listed
• A Word-and-Paradigm Workflow for Fieldwork Annotation
  1 May 2022 0 repositories listed
• LeaningTower@LT-EDI-ACL2022: When Hope and Hate Collide
  1 May 2022 0 repositories listed
• Predicting Difficulty and Discrimination of Natural Language Questions
  1 May 2022 0 repositories listed
• From Limited Annotated Raw Material Data to Quality Production Data: A Case Study in the Milk Industry (Technical Report)
  26 Apr 2022 0 repositories listed
• Data Uncertainty without Prediction Models
  25 Apr 2022 0 repositories listed
• Towards Fewer Labels: Support Pair Active Learning for Person Re-identification
  21 Apr 2022 0 repositories listed
• Entropy-based Active Learning for Object Detection with Progressive Diversity Constraint
  17 Apr 2022 0 repositories listed Syntology 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 for Regression by Inverse Distance Weighting
  14 Apr 2022 0 repositories listed
• Benchmarking Active Learning Strategies for Materials Optimization and Discovery
  12 Apr 2022 0 repositories listed
• RMFGP: Rotated Multi-fidelity Gaussian process with Dimension Reduction for High-dimensional Uncertainty Quantification
  11 Apr 2022 0 repositories listed
• Active Learning with Label Comparisons
  10 Apr 2022 0 repositories listed
• Active-learning-based non-intrusive Model Order Reduction
  8 Apr 2022 0 repositories listed
• PAGP: A physics-assisted Gaussian process framework with active learning for forward and inverse problems of partial differential equations
  6 Apr 2022 0 repositories listed
• An Exploration of Active Learning for Affective Digital Phenotyping
  5 Apr 2022 0 repositories listed
• Discovering and forecasting extreme events via active learning in neural operators
  5 Apr 2022 0 repositories listed
• Parameter Filter-based Event-triggered Learning
  5 Apr 2022 0 repositories listed
• Efficient Argument Structure Extraction with Transfer Learning and Active Learning
  1 Apr 2022 0 repositories listed
• AKF-SR: Adaptive Kalman Filtering-based Successor Representation
  31 Mar 2022 0 repositories listed
• Efficient Active Learning with Abstention
  31 Mar 2022 0 repositories listed
• Self-supervised 360° Room Layout Estimation
  30 Mar 2022 0 repositories listed
• Evolving Multi-Label Fuzzy Classifier
  29 Mar 2022 0 repositories listed
• Near-optimality for infinite-horizon restless bandits with many arms
  29 Mar 2022 0 repositories listed
• Frugal Learning of Virtual Exemplars for Label-Efficient Satellite Image Change Detection
  22 Mar 2022 0 repositories listed
• Reinforcement-based frugal learning for satellite image change detection
  22 Mar 2022 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.