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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 19 of 31: papers 1,801 to 1,900 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.

• Human-Centric Artificial Intelligence Architecture for Industry 5.0 Applications
  21 Mar 2022 0 repositories listed
• Semantic Segmentation with Active Semi-Supervised Learning
  21 Mar 2022 0 repositories listed
• Representative Subset Selection for Efficient Fine-Tuning in Self-Supervised Speech Recognition
  18 Mar 2022 0 repositories listed
• Uncertainty Estimation for Language Reward Models
  14 Mar 2022 0 repositories listed
• An Adaptive Hybrid Active Learning Strategy with Free Ratings in Collaborative Filtering
  11 Mar 2022 0 repositories listed
• Can I see an Example? Active Learning the Long Tail of Attributes and Relations
  11 Mar 2022 0 repositories listed
• BASIL: Balanced Active Semi-supervised Learning for Class Imbalanced Datasets
  10 Mar 2022 0 repositories listed
• Active Self-Semi-Supervised Learning for Few Labeled Samples
  9 Mar 2022 0 repositories listed
• Reinforced Meta Active Learning
  9 Mar 2022 0 repositories listed
• Boosting the Learning for Ranking Patterns
  5 Mar 2022 0 repositories listed
• Passive and Active Learning of Driver Behavior from Electric Vehicles
  4 Mar 2022 0 repositories listed
• A New Era: Intelligent Tutoring Systems Will Transform Online Learning for Millions
  3 Mar 2022 0 repositories listed
• Active learning with binary models for real time data labelling
  28 Feb 2022 0 repositories listed
• Bayesian Active Learning for Discrete Latent Variable Models
  27 Feb 2022 0 repositories listed
• Active Learning for Point Cloud Semantic Segmentation via Spatial-Structural Diversity Reasoning
  25 Feb 2022 0 repositories listed
• Modulation and signal class labelling using active learning and classification using machine learning
  23 Feb 2022 0 repositories listed
• A new data augmentation method for intent classification enhancement and its application on spoken conversation datasets
  21 Feb 2022 0 repositories listed
• t-METASET: Tailoring Property Bias of Large-Scale Metamaterial Datasets through Active Learning
  21 Feb 2022 0 repositories listed
• Accurate Prediction and Uncertainty Estimation using Decoupled Prediction Interval Networks
  19 Feb 2022 0 repositories listed
• Efficient and Reliable Probabilistic Interactive Learning with Structured Outputs
  17 Feb 2022 0 repositories listed
• Double-Barreled Question Detection at Momentive
  12 Feb 2022 0 repositories listed
• Fast Rates in Pool-Based Batch Active Learning
  11 Feb 2022 0 repositories listed
• Improving performance of aircraft detection in satellite imagery while limiting the labelling effort: Hybrid active learning
  10 Feb 2022 0 repositories listed
• Active Learning Improves Performance on Symbolic RegressionTasks in StackGP
  9 Feb 2022 0 repositories listed
• Improving greedy core-set configurations for active learning with uncertainty-scaled distances
  9 Feb 2022 0 repositories listed
• Sampling Strategy for Fine-Tuning Segmentation Models to Crisis Area under Scarcity of Data
  9 Feb 2022 0 repositories listed
• A Lagrangian Duality Approach to Active Learning
  8 Feb 2022 0 repositories listed
• LiDAR dataset distillation within bayesian active learning framework: Understanding the effect of data augmentation
  6 Feb 2022 0 repositories listed
• Improving Probabilistic Models in Text Classification via Active Learning
  5 Feb 2022 0 repositories listed
• Active metric learning and classification using similarity queries
  4 Feb 2022 0 repositories listed
• Active Multi-Task Representation Learning
  2 Feb 2022 0 repositories listed
• Active Learning Over Multiple Domains in Natural Language Tasks
  1 Feb 2022 0 repositories listed
• Federated Active Learning (F-AL): an Efficient Annotation Strategy for Federated Learning
  1 Feb 2022 0 repositories listed
• Minority Class Oriented Active Learning for Imbalanced Datasets
  1 Feb 2022 0 repositories listed
• Scaling Gaussian Process Optimization by Evaluating a Few Unique Candidates Multiple Times
  30 Jan 2022 0 repositories listed
• Towards Robust Deep Active Learning for Scientific Computing
  29 Jan 2022 0 repositories listed
• Dominant Set-based Active Learning for Text Classification and its Application to Online Social Media
  28 Jan 2022 0 repositories listed
• Challenges and Opportunities for Machine Learning Classification of Behavior and Mental State from Images
  26 Jan 2022 0 repositories listed
• Competition over data: how does data purchase affect users?
  26 Jan 2022 0 repositories listed
• TrustAL: Trustworthy Active Learning using Knowledge Distillation
  26 Jan 2022 0 repositories listed
• ADAPT: An Open-Source sUAS Payload for Real-Time Disaster Prediction and Response with AI
  25 Jan 2022 0 repositories listed
• Cold Start Active Learning Strategies in the Context of Imbalanced Classification
  25 Jan 2022 0 repositories listed
• DebtFree: Minimizing Labeling Cost in Self-Admitted Technical Debt Identification using Semi-Supervised Learning
  25 Jan 2022 0 repositories listed
• How Low Can We Go? Pixel Annotation for Semantic Segmentation
  25 Jan 2022 0 repositories listed
• Little Help Makes a Big Difference: Leveraging Active Learning to Improve Unsupervised Time Series Anomaly Detection
  25 Jan 2022 0 repositories listed
• Active Learning Polynomial Threshold Functions
  24 Jan 2022 0 repositories listed
• Analytic Mutual Information in Bayesian Neural Networks
  24 Jan 2022 0 repositories listed
• Keeping Deep Lithography Simulators Updated: Global-Local Shape-Based Novelty Detection and Active Learning
  24 Jan 2022 0 repositories listed
• Batch versus Sequential Active Learning for Recommender Systems
  19 Jan 2022 0 repositories listed
• Efficient Sampling-Based Bayesian Active Learning for synaptic characterization
  19 Jan 2022 0 repositories listed
• Optimizing Active Learning for Low Annotation Budgets
  18 Jan 2022 0 repositories listed
• Improving the quality control of seismic data through active learning
  17 Jan 2022 0 repositories listed
• AcTune: Uncertainty-Aware Active Self-Training for Active Fine-Tuning of Pretrained Language Models
  16 Jan 2022 0 repositories listed
• Improving Data Augmentation in Low-resource Question Answering with Active Learning in Multiple Stages
  16 Jan 2022 0 repositories listed
• Is More Data Better? Using Transformers-Based Active Learning for Efficient and Effective Detection of Abusive Language
  16 Jan 2022 0 repositories listed
• Cost-Effective Training in Low-Resource Neural Machine Translation
  14 Jan 2022 0 repositories listed
• Active Learning-Based Multistage Sequential Decision-Making Model with Application on Common Bile Duct Stone Evaluation
  13 Jan 2022 0 repositories listed
• Active Reinforcement Learning -- A Roadmap Towards Curious Classifier Systems for Self-Adaptation
  11 Jan 2022 0 repositories listed
• Impact of Stop Sets on Stopping Active Learning for Text Classification
  8 Jan 2022 0 repositories listed
• On robust risk-based active-learning algorithms for enhanced decision support
  7 Jan 2022 0 repositories listed
• Learning Optimal Antenna Tilt Control Policies: A Contextual Linear Bandit Approach
  6 Jan 2022 0 repositories listed
• Reliability Estimation of an Advanced Nuclear Fuel using Coupled Active Learning, Multifidelity Modeling, and Subset Simulation
  6 Jan 2022 0 repositories listed
• Sales Time Series Analytics Using Deep Q-Learning
  6 Jan 2022 0 repositories listed
• Meta Agent Teaming Active Learning for Pose Estimation
  1 Jan 2022 0 repositories listed
• One-Bit Active Query With Contrastive Pairs
  1 Jan 2022 0 repositories listed
• DeepVisualInsight: Time-Travelling Visualization for Spatio-Temporal Causality of Deep Classification Training
  31 Dec 2021 0 repositories listed
• Active Learning-Based Optimization of Scientific Experimental Design
  29 Dec 2021 0 repositories listed
• Active Learning of Quantum System Hamiltonians yields Query Advantage
  29 Dec 2021 0 repositories listed
• Embodied Learning for Lifelong Visual Perception
  28 Dec 2021 0 repositories listed
• Unsupervised Clustering Active Learning for Person Re-identification
  26 Dec 2021 0 repositories listed
• Fair Active Learning: Solving the Labeling Problem in Insurance
  17 Dec 2021 0 repositories listed
• Assisted Text Annotation Using Active Learning to Achieve High Quality with Little Effort
  15 Dec 2021 0 repositories listed
• Curriculum learning for data-driven modeling of dynamical systems
  15 Dec 2021 0 repositories listed
• LMTurk: Few-Shot Learners as Crowdsourcing Workers in a Language-Model-as-a-Service Framework
  14 Dec 2021 0 repositories listed
• Addressing Bias in Active Learning with Depth Uncertainty Networks... or Not
  13 Dec 2021 0 repositories listed
• Depth Uncertainty Networks for Active Learning
  13 Dec 2021 0 repositories listed
• Gamifying optimization: a Wasserstein distance-based analysis of human search
  12 Dec 2021 0 repositories listed
• CPRAL: Collaborative Panoptic-Regional Active Learning for Semantic Segmentation
  11 Dec 2021 0 repositories listed
• Multi-View Active Learning for Short Text Classification in User-Generated Data
  5 Dec 2021 0 repositories listed
• Robust Active Learning: Sample-Efficient Training of Robust Deep Learning Models
  5 Dec 2021 0 repositories listed
• SEAL: Self-supervised Embodied Active Learning using Exploration and 3D Consistency
  2 Dec 2021 0 repositories listed
• A Gaussian Process-Bayesian Bernoulli Mixture Model for Multi-Label Active Learning
  1 Dec 2021 0 repositories listed
• Active Learning of Convex Halfspaces on Graphs
  1 Dec 2021 0 repositories listed
• Efficient Active Learning for Gaussian Process Classification by Error Reduction
  1 Dec 2021 0 repositories listed
• Learning with Labeling Induced Abstentions
  1 Dec 2021 0 repositories listed
• Online Active Learning with Surrogate Loss Functions
  1 Dec 2021 0 repositories listed
• Active Learning for Event Extraction with Memory-based Loss Prediction Model
  26 Nov 2021 0 repositories listed
• Self-supervised Semi-supervised Learning for Data Labeling and Quality Evaluation
  22 Nov 2021 0 repositories listed
• Guiding Generative Language Models for Data Augmentation in Few-Shot Text Classification
  17 Nov 2021 0 repositories listed
• Active Dialogue Simulation in Conversational Systems
  16 Nov 2021 0 repositories listed
• Active Relation Discovery: Towards General and Label-aware OpenRE
  16 Nov 2021 0 repositories listed
• Cost-Effective Training in Low-Resource Neural Machine Translation
  16 Nov 2021 0 repositories listed
• Probing Difficulty and Discrimination of Natural Language Questions With Item Response Theory
  16 Nov 2021 0 repositories listed
• Single Image Object Counting and Localizing using Active-Learning
  16 Nov 2021 0 repositories listed
• Towards Computationally Feasible Deep Active Learning
  16 Nov 2021 0 repositories listed
• Solving Multi-Arm Bandit Using a Few Bits of Communication
  11 Nov 2021 0 repositories listed
• A Histopathology Study Comparing Contrastive Semi-Supervised and Fully Supervised Learning
  10 Nov 2021 0 repositories listed
• Physics-enhanced deep surrogates for partial differential equations
  10 Nov 2021 0 repositories listed
• Automated Detection of GDPR Disclosure Requirements in Privacy Policies using Deep Active Learning
  8 Nov 2021 0 repositories listed
• Deep Unsupervised Active Learning on Learnable Graphs
  8 Nov 2021 0 repositories listed