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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 21 of 31: papers 2,001 to 2,100 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.

• Active learning for imbalanced data under cold start
  16 Jul 2021 0 repositories listed
• Seeing and Believing: Evaluating the Trustworthiness of Twitter Users
  16 Jul 2021 0 repositories listed
• The Application of Active Query K-Means in Text Classification
  16 Jul 2021 0 repositories listed
• Zero-Round Active Learning
  14 Jul 2021 0 repositories listed
• Loss Prediction: End-to-End Active Learning Approach For Speech Recognition
  9 Jul 2021 0 repositories listed
• Automated Gain Control Through Deep Reinforcement Learning for Downstream Radar Object Detection
  8 Jul 2021 0 repositories listed
• Prioritized training on points that are learnable, worth learning, and not yet learned (workshop version)
  6 Jul 2021 0 repositories listed
• Knowledge Modelling and Active Learning in Manufacturing
  5 Jul 2021 0 repositories listed
• Near-optimal inference in adaptive linear regression
  5 Jul 2021 0 repositories listed
• Multiple-criteria Based Active Learning with Fixed-size Determinantal Point Processes
  4 Jul 2021 0 repositories listed
• Active Learning of Abstract Plan Feasibility
  1 Jul 2021 0 repositories listed
• Non-parametric Semi-Supervised Learning in Many-body Hilbert Space with Rescaled Logarithmic Fidelity
  1 Jul 2021 0 repositories listed
• Active Learning with Multifidelity Modeling for Efficient Rare Event Simulation
  25 Jun 2021 0 repositories listed
• A Practical & Unified Notation for Information-Theoretic Quantities in ML
  22 Jun 2021 0 repositories listed
• Test Distribution-Aware Active Learning: A Principled Approach Against Distribution Shift and Outliers
  22 Jun 2021 0 repositories listed
• MEAL: Manifold Embedding-based Active Learning
  22 Jun 2021 0 repositories listed
• Not All Labels Are Equal: Rationalizing The Labeling Costs for Training Object Detection
  22 Jun 2021 0 repositories listed
• Active and Dynamic Beam Tracking UnderStochastic Mobility
  21 Jun 2021 0 repositories listed
• Active Learning for Deep Neural Networks on Edge Devices
  21 Jun 2021 0 repositories listed
• Corruption Robust Active Learning
  21 Jun 2021 0 repositories listed
• Phrase-level Active Learning for Neural Machine Translation
  21 Jun 2021 0 repositories listed
• Revisiting Superpixels for Active Learning in Semantic Segmentation With Realistic Annotation Costs
  19 Jun 2021 0 repositories listed
• Transferable Query Selection for Active Domain Adaptation
  19 Jun 2021 0 repositories listed
• Heuristic Stopping Rules For Technology-Assisted Review
  18 Jun 2021 0 repositories listed
• A Survey on Semi-Supervised Learning for Delayed Partially Labelled Data Streams
  16 Jun 2021 0 repositories listed
• Effective Evaluation of Deep Active Learning on Image Classification Tasks
  16 Jun 2021 0 repositories listed
• Active feature selection discovers minimal gene sets for classifying cell types and disease states with single-cell mRNA-seq data
  15 Jun 2021 0 repositories listed
• Automatic Analysis of the Emotional Content of Speech in Daylong Child-Centered Recordings from a Neonatal Intensive Care Unit
  14 Jun 2021 0 repositories listed
• Active Learning for Network Traffic Classification: A Technical Study
  13 Jun 2021 0 repositories listed
• Semi-supervised Active Regression
  12 Jun 2021 0 repositories listed
• Rare event estimation using stochastic spectral embedding
  9 Jun 2021 0 repositories listed
• A critical look at the current train/test split in machine learning
  8 Jun 2021 0 repositories listed
• Coresets for Classification -- Simplified and Strengthened
  8 Jun 2021 0 repositories listed
• Targeted Active Learning for Bayesian Decision-Making
  8 Jun 2021 0 repositories listed
• Continual Active Learning for Efficient Adaptation of Machine Learning Models to Changing Image Acquisition
  7 Jun 2021 0 repositories listed
• Neural Active Learning with Performance Guarantees
  6 Jun 2021 0 repositories listed
• Low Budget Active Learning via Wasserstein Distance: An Integer Programming Approach
  5 Jun 2021 0 repositories listed
• Active Covering
  4 Jun 2021 0 repositories listed
• Active learning for structural reliability: survey, general framework and benchmark
  3 Jun 2021 0 repositories listed
• Simultaneous Multi-View Object Recognition and Grasping in Open-Ended Domains
  3 Jun 2021 0 repositories listed
• Active learning and negative evidence for language identification
  1 Jun 2021 0 repositories listed
• ActiveAnno: General-Purpose Document-Level Annotation Tool with Active Learning Integration
  1 Jun 2021 0 repositories listed
• Entity Prediction in Knowledge Graphs with Joint Embeddings
  1 Jun 2021 0 repositories listed
• FITAnnotator: A Flexible and Intelligent Text Annotation System
  1 Jun 2021 0 repositories listed
• LATEX-Numeric: Language Agnostic Text Attribute Extraction for Numeric Attributes
  1 Jun 2021 0 repositories listed
• Tuning Deep Active Learning for Semantic Role Labeling
  1 Jun 2021 0 repositories listed
• Active Learning of Continuous-time Bayesian Networks through Interventions
  31 May 2021 0 repositories listed
• OASIS: An Active Framework for Set Inversion
  31 May 2021 0 repositories listed
• Optimal Sampling Density for Nonparametric Regression
  25 May 2021 0 repositories listed
• Adaptive Local Kernels Formulation of Mutual Information with Application to Active Post-Seismic Building Damage Inference
  24 May 2021 0 repositories listed
• Mapping oil palm density at country scale: An active learning approach
  24 May 2021 0 repositories listed
• Coresets for Classification – Simplified and Strengthened
  21 May 2021 0 repositories listed
• Should We Trust This Summary? Bayesian Abstractive Summarization to The Rescue
  21 May 2021 0 repositories listed
• Actively Learning Concepts and Conjunctive Queries under ELr-Ontologies
  18 May 2021 0 repositories listed
• Partitioned Active Learning for Heterogeneous Systems
  14 May 2021 0 repositories listed
• Improved Algorithms for Agnostic Pool-based Active Classification
  13 May 2021 0 repositories listed
• Supporting Land Reuse of Former Open Pit Mining Sites using Text Classification and Active Learning
  12 May 2021 0 repositories listed
• On risk-based active learning for structural health monitoring
  12 May 2021 0 repositories listed
• Bayesian Active Learning by Disagreements: A Geometric Perspective
  6 May 2021 0 repositories listed
• Automatic Learning to Detect Concept Drift
  4 May 2021 0 repositories listed
• Goldilocks: Just-Right Tuning of BERT for Technology-Assisted Review
  3 May 2021 0 repositories listed
• Submodular Mutual Information for Targeted Data Subset Selection
  30 Apr 2021 0 repositories listed
• An efficient scheme based on graph centrality to select nodes for training for effective learning
  29 Apr 2021 0 repositories listed
• Weather and Light Level Classification for Autonomous Driving: Dataset, Baseline and Active Learning
  28 Apr 2021 0 repositories listed
• Morphological classification of astronomical images with limited labelling
  27 Apr 2021 0 repositories listed
• Multi-class Text Classification using BERT-based Active Learning
  27 Apr 2021 0 repositories listed
• Active Learning of Sequential Transducers with Side Information about the Domain
  23 Apr 2021 0 repositories listed
• One-Round Active Learning
  23 Apr 2021 0 repositories listed
• AdaptiFont: Increasing Individuals' Reading Speed with a Generative Font Model and Bayesian Optimization
  21 Apr 2021 0 repositories listed
• Active and sparse methods in smoothed model checking
  20 Apr 2021 0 repositories listed
• LaTeX-Numeric: Language-agnostic Text attribute eXtraction for E-commerce Numeric Attributes
  19 Apr 2021 0 repositories listed
• Data Shapley Valuation for Efficient Batch Active Learning
  16 Apr 2021 0 repositories listed
• A survey of active learning algorithms for supervised remote sensing image classification
  15 Apr 2021 0 repositories listed
• Comparative Study of Learning Outcomes for Online Learning Platforms
  15 Apr 2021 0 repositories listed
• FedSAE: A Novel Self-Adaptive Federated Learning Framework in Heterogeneous Systems
  15 Apr 2021 0 repositories listed
• Learning User's confidence for active learning
  15 Apr 2021 0 repositories listed
• Personalized Semi-Supervised Federated Learning for Human Activity Recognition
  15 Apr 2021 0 repositories listed
• Understanding the Eluder Dimension
  14 Apr 2021 0 repositories listed
• Interpretability-Driven Sample Selection Using Self Supervised Learning For Disease Classification And Segmentation
  13 Apr 2021 0 repositories listed
• Active learning for medical code assignment
  12 Apr 2021 0 repositories listed
• Just Label What You Need: Fine-Grained Active Selection for Perception and Prediction through Partially Labeled Scenes
  8 Apr 2021 0 repositories listed
• A Neural Pre-Conditioning Active Learning Algorithm to Reduce Label Complexity
  8 Apr 2021 0 repositories listed
• Residual Gaussian Process: A Tractable Nonparametric Bayesian Emulator for Multi-fidelity Simulations
  8 Apr 2021 0 repositories listed
• Active learning using weakly supervised signals for quality inspection
  7 Apr 2021 0 repositories listed
• Low-Regret Active learning
  6 Apr 2021 0 repositories listed
• Fast Design Space Exploration of Nonlinear Systems: Part I
  5 Apr 2021 0 repositories listed
• Fast Design Space Exploration of Nonlinear Systems: Part II
  5 Apr 2021 0 repositories listed
• Optimal Sampling Gaps for Adaptive Submodular Maximization
  5 Apr 2021 0 repositories listed
• STARdom: an architecture for trusted and secure human-centered manufacturing systems
  2 Apr 2021 0 repositories listed
• Paladin: an annotation tool based on active and proactive learning
  1 Apr 2021 0 repositories listed
• RLAD: Time Series Anomaly Detection through Reinforcement Learning and Active Learning
  31 Mar 2021 0 repositories listed
• Towards Active Learning Based Smart Assistant for Manufacturing
  30 Mar 2021 0 repositories listed
• Rapid Risk Minimization with Bayesian Models Through Deep Learning Approximation
  29 Mar 2021 0 repositories listed
• Improving Model Robustness by Adaptively Correcting Perturbation Levels with Active Queries
  27 Mar 2021 0 repositories listed
• Data driven semi-supervised learning
  18 Mar 2021 0 repositories listed
• Learning Novel Objects Continually Through Curiosity
  13 Mar 2021 0 repositories listed
• Active² Learning: Actively reducing redundancies in Active Learning methods for Sequence Tagging and Machine Translation
  11 Mar 2021 0 repositories listed
• Probabilistic Inference for Structural Health Monitoring: New Modes of Learning from Data
  2 Mar 2021 0 repositories listed
• Highly Efficient Representation and Active Learning Framework and Its Application to Imbalanced Medical Image Classification
  25 Feb 2021 0 repositories listed
• Active Learning to Classify Macromolecular Structures in situ for Less Supervision in Cryo-Electron Tomography
  24 Feb 2021 0 repositories listed