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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 25 of 31: papers 2,401 to 2,500 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.

• Bias-Aware Heapified Policy for Active Learning
  18 Nov 2019 0 repositories listed
• The Effectiveness of Variational Autoencoders for Active Learning
  18 Nov 2019 0 repositories listed
• Using Error Decay Prediction to Overcome Practical Issues of Deep Active Learning for Named Entity Recognition
  17 Nov 2019 0 repositories listed
• Active learning in the geometric block model
  15 Nov 2019 0 repositories listed
• Coincidence, Categorization, and Consolidation: Learning to Recognize Sounds with Minimal Supervision
  14 Nov 2019 0 repositories listed
• Cost-efficient segmentation of electron microscopy images using active learning
  13 Nov 2019 0 repositories listed
• Incentive Compatible Active Learning
  12 Nov 2019 0 repositories listed
• Context-aware Active Multi-Step Reinforcement Learning
  11 Nov 2019 0 repositories listed
• An Overview of Data-Importance Aware Radio Resource Management for Edge Machine Learning
  10 Nov 2019 0 repositories listed
• Adaptivity in Adaptive Submodularity
  9 Nov 2019 0 repositories listed
• Bayesian Active Learning for Structured Output Design
  9 Nov 2019 0 repositories listed
• Char-RNN and Active Learning for Hashtag Segmentation
  8 Nov 2019 0 repositories listed
• Language Grounding through Social Interactions and Curiosity-Driven Multi-Goal Learning
  8 Nov 2019 0 repositories listed
• Subspace Clustering with Active Learning
  8 Nov 2019 0 repositories listed
• Active Learning for Black-Box Adversarial Attacks in EEG-Based Brain-Computer Interfaces
  7 Nov 2019 0 repositories listed
• Assessing the Frontier: Active Learning, Model Accuracy, and Multi-objective Materials Discovery and Optimization
  6 Nov 2019 0 repositories listed
• Spatially regularized active diffusion learning for high-dimensional images
  6 Nov 2019 0 repositories listed
• Empirical Evaluation of Active Learning Techniques for Neural MT
  1 Nov 2019 0 repositories listed
• Finding Microaggressions in the Wild: A Case for Locating Elusive Phenomena in Social Media Posts
  1 Nov 2019 0 repositories listed
• Picking groups instead of samples: A close look at Static Pool-based Meta-Active Learning
  1 Nov 2019 0 repositories listed
• Safe Exploration for Interactive Machine Learning
  30 Oct 2019 0 repositories listed
• Small-GAN: Speeding Up GAN Training Using Core-sets
  29 Oct 2019 0 repositories listed
• Understand customer reviews with less data and in short time: pretrained language representation and active learning
  29 Oct 2019 0 repositories listed
• Prediction stability as a criterion in active learning
  27 Oct 2019 0 repositories listed
• Bayesian Experimental Design for Finding Reliable Level Set under Input Uncertainty
  26 Oct 2019 0 repositories listed
• Active Learning for Graph Neural Networks via Node Feature Propagation
  16 Oct 2019 0 repositories listed
• Consistency-based Semi-supervised Active Learning: Towards Minimizing Labeling Cost
  16 Oct 2019 0 repositories listed
• Gaussian Process Meta-Representations For Hierarchical Neural Network Weight Priors
  16 Oct 2019 0 repositories listed
• Not All are Made Equal: Consistency of Weighted Averaging Estimators Under Active Learning
  11 Oct 2019 0 repositories listed
• Active Learning with Importance Sampling
  10 Oct 2019 0 repositories listed
• Optimal experimental design via Bayesian optimization: active causal structure learning for Gaussian process networks
  9 Oct 2019 0 repositories listed
• Voice for the Voiceless: Active Sampling to Detect Comments Supporting the Rohingyas
  8 Oct 2019 0 repositories listed
• A Survey on Active Learning and Human-in-the-Loop Deep Learning for Medical Image Analysis
  7 Oct 2019 0 repositories listed
• mfEGRA: Multifidelity Efficient Global Reliability Analysis through Active Learning for Failure Boundary Location
  6 Oct 2019 0 repositories listed
• Active Learning with Point Supervision for Cost-Effective Panicle Detection in Cereal Crops
  4 Oct 2019 0 repositories listed
• Character Feature Engineering for Japanese Word Segmentation
  3 Oct 2019 0 repositories listed
• ConfusionFlow: A model-agnostic visualization for temporal analysis of classifier confusion
  2 Oct 2019 0 repositories listed
• Improving Differentially Private Models with Active Learning
  2 Oct 2019 0 repositories listed
• Deep Reinforcement Active Learning for Human-in-the-Loop Person Re-Identification
  1 Oct 2019 0 repositories listed
• Learning to Caption Images Through a Lifetime by Asking Questions
  1 Oct 2019 0 repositories listed
• O2U-Net: A Simple Noisy Label Detection Approach for Deep Neural Networks
  1 Oct 2019 0 repositories listed
• Active Anomaly Detection for time-domain discoveries
  29 Sep 2019 0 repositories listed
• Active Learning for Event Detection in Support of Disaster Analysis Applications
  27 Sep 2019 0 repositories listed
• Data-driven discovery of free-form governing differential equations
  27 Sep 2019 0 repositories listed
• Active Learning Graph Neural Networks via Node Feature Propagation
  25 Sep 2019 0 repositories listed
• Consistency-Based Semi-Supervised Active Learning: Towards Minimizing Labeling Budget
  25 Sep 2019 0 repositories listed
• Gaussian Process Meta-Representations Of Neural Networks
  25 Sep 2019 0 repositories listed
• Learning in Confusion: Batch Active Learning with Noisy Oracle
  25 Sep 2019 0 repositories listed
• Omnibus Dropout for Improving The Probabilistic Classification Outputs of ConvNets
  25 Sep 2019 0 repositories listed
• Training Data Distribution Search with Ensemble Active Learning
  25 Sep 2019 0 repositories listed
• Transfer Active Learning For Graph Neural Networks
  25 Sep 2019 0 repositories listed
• Active Learning for Risk-Sensitive Inverse Reinforcement Learning
  14 Sep 2019 0 repositories listed
• Active learning for level set estimation under cost-dependent input uncertainty
  13 Sep 2019 0 repositories listed
• Towards Generalizable Deepfake Detection with Locality-aware AutoEncoder
  13 Sep 2019 0 repositories listed
• On weighted uncertainty sampling in active learning
  11 Sep 2019 0 repositories listed
• Learning to Sample: an Active Learning Framework
  9 Sep 2019 0 repositories listed
• Active learning to optimise time-expensive algorithm selection
  7 Sep 2019 0 repositories listed
• Augmented Memory Networks for Streaming-Based Active One-Shot Learning
  4 Sep 2019 0 repositories listed
• Active Learning for Financial Investment Reports
  1 Sep 2019 0 repositories listed
• Turning silver into gold: error-focused corpus reannotation with active learning
  1 Sep 2019 0 repositories listed
• Epistemic Uncertainty Sampling
  31 Aug 2019 0 repositories listed
• Temporal Coherence for Active Learning in Videos
  30 Aug 2019 0 repositories listed
• Active Learning for Domain Classification in a Commercial Spoken Personal Assistant
  29 Aug 2019 0 repositories listed
• A novel active learning-based Gaussian process metamodelling strategy for estimating the full probability distribution in forward UQ analysis
  27 Aug 2019 0 repositories listed
• NE-LP: Normalized Entropy and Loss Prediction based Sampling for Active Learning in Chinese Word Segmentation on EHRs
  22 Aug 2019 0 repositories listed
• SEAL: Semi-supervised Adversarial Active Learning on Attributed Graphs
  22 Aug 2019 0 repositories listed
• ED2: Two-stage Active Learning for Error Detection -- Technical Report
  17 Aug 2019 0 repositories listed
• Supervised Negative Binomial Classifier for Probabilistic Record Linkage
  11 Aug 2019 0 repositories listed
• An Adaptive Supervision Framework for Active Learning in Object Detection
  7 Aug 2019 0 repositories listed
• Automatic Playtesting for Game Parameter Tuning via Active Learning
  4 Aug 2019 0 repositories listed
• FDive: Learning Relevance Models using Pattern-based Similarity Measures
  29 Jul 2019 0 repositories listed
• Half a Percent of Labels is Enough: Efficient Animal Detection in UAV Imagery using Deep CNNs and Active Learning
  17 Jul 2019 0 repositories listed
• Output-weighted optimal sampling for Bayesian regression and rare event statistics using few samples
  17 Jul 2019 0 repositories listed
• Photonic architecture for reinforcement learning
  17 Jul 2019 0 repositories listed
• MedCATTrainer: A Biomedical Free Text Annotation Interface with Active Learning and Research Use Case Specific Customisation
  16 Jul 2019 0 repositories listed
• Modeling Human Annotation Errors to Design Bias-Aware Systems for Social Stream Processing
  16 Jul 2019 0 repositories listed
• The Power of Comparisons for Actively Learning Linear Classifiers
  8 Jul 2019 0 repositories listed
• A Semi-Supervised Framework for Automatic Pixel-Wise Breast Cancer Grading of Histological Images
  3 Jul 2019 0 repositories listed
• Active Learning within Constrained Environments through Imitation of an Expert Questioner
  1 Jul 2019 0 repositories listed
• AlpacaTag: An Active Learning-based Crowd Annotation Framework for Sequence Tagging
  1 Jul 2019 0 repositories listed
• L*-Based Learning of Markov Decision Processes (Extended Version)
  28 Jun 2019 0 repositories listed
• The Practical Challenges of Active Learning: Lessons Learned from Live Experimentation
  28 Jun 2019 0 repositories listed
• 'In-Between' Uncertainty in Bayesian Neural Networks
  27 Jun 2019 0 repositories listed
• A Tight Analysis of Greedy Yields Subexponential Time Approximation for Uniform Decision Tree
  26 Jun 2019 0 repositories listed
• Active Learning Solution on Distributed Edge Computing
  25 Jun 2019 0 repositories listed
• Confidence Calibration for Convolutional Neural Networks Using Structured Dropout
  23 Jun 2019 0 repositories listed
• Flattening a Hierarchical Clustering through Active Learning
  22 Jun 2019 0 repositories listed
• Adapting Behaviour via Intrinsic Reward: A Survey and Empirical Study
  19 Jun 2019 0 repositories listed
• A sparse annotation strategy based on attention-guided active learning for 3D medical image segmentation
  18 Jun 2019 0 repositories listed
• RadGrad: Active learning with loss gradients
  18 Jun 2019 0 repositories listed
• Active Generative Adversarial Network for Image Classification
  17 Jun 2019 0 repositories listed
• Bounded Expectation of Label Assignment: Dataset Annotation by Supervised Splitting with Bias-Reduction Techniques
  17 Jun 2019 0 repositories listed
• Low-resource Deep Entity Resolution with Transfer and Active Learning
  17 Jun 2019 0 repositories listed
• Online Active Learning of Reject Option Classifiers
  14 Jun 2019 0 repositories listed
• Evaluation of Seed Set Selection Approaches and Active Learning Strategies in Predictive Coding
  11 Jun 2019 0 repositories listed
• Human-Machine Collaboration for Fast Land Cover Mapping
  10 Jun 2019 0 repositories listed
• Context-driven Active and Incremental Activity Recognition
  7 Jun 2019 0 repositories listed
• Multi-modal Active Learning From Human Data: A Deep Reinforcement Learning Approach
  7 Jun 2019 0 repositories listed
• Active Deep Decoding of Linear Codes
  6 Jun 2019 0 repositories listed
• Diameter-based Interactive Structure Discovery
  5 Jun 2019 0 repositories listed