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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 20 of 31: papers 1,901 to 2,000 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.

• Contextual Bayesian optimization with binary outputs
  5 Nov 2021 0 repositories listed
• Active Learning for Rumor Identification on Social Media
  1 Nov 2021 0 repositories listed
• Partial-Adaptive Submodular Maximization
  1 Nov 2021 0 repositories listed
• Convergence of Uncertainty Sampling for Active Learning
  29 Oct 2021 0 repositories listed
• On the use of uncertainty in classifying Aedes Albopictus mosquitoes
  29 Oct 2021 0 repositories listed
• Teaching an Active Learner with Contrastive Examples
  28 Oct 2021 0 repositories listed
• Failure-averse Active Learning for Physics-constrained Systems
  27 Oct 2021 0 repositories listed
• Domain Adaptation and Active Learning for Fine-Grained Recognition in the Field of Biodiversity
  22 Oct 2021 0 repositories listed
• Single-Modal Entropy based Active Learning for Visual Question Answering
  21 Oct 2021 0 repositories listed
• Active Learning for Deep Visual Tracking
  17 Oct 2021 0 repositories listed
• Deep Active Learning by Leveraging Training Dynamics
  16 Oct 2021 0 repositories listed
• Nuances in Margin Conditions Determine Gains in Active Learning
  16 Oct 2021 0 repositories listed
• On the Importance of Effectively Adapting Pretrained Language Models for Active Learning
  16 Oct 2021 0 repositories listed
• Should We Trust This Summary? Bayesian Abstractive Summarization to The Rescue
  16 Oct 2021 0 repositories listed
• An active learning approach for improving the performance of equilibrium based chemical simulations
  15 Oct 2021 0 repositories listed
• Streaming Machine Learning and Online Active Learning for Automated Visual Inspection
  15 Oct 2021 0 repositories listed
• Fast Posterior Estimation of Cardiac Electrophysiological Model Parameters via Bayesian Active Learning
  13 Oct 2021 0 repositories listed
• AutoNLU: Detecting, root-causing, and fixing NLU model errors
  12 Oct 2021 0 repositories listed
• Real-Time Learning from An Expert in Deep Recommendation Systems with Marginal Distance Probability Distribution
  12 Oct 2021 0 repositories listed
• Active Altruism Learning and Information Sufficiency for Autonomous Driving
  9 Oct 2021 0 repositories listed
• Bayesian Active Summarization
  9 Oct 2021 0 repositories listed
• Active learning for interactive satellite image change detection
  8 Oct 2021 0 repositories listed
• Active Learning of Neural Collision Handler for Complex 3D Mesh Deformations
  8 Oct 2021 0 repositories listed
• Opportunities for Machine Learning to Accelerate Halide Perovskite Commercialization and Scale-Up
  8 Oct 2021 0 repositories listed
• Synthesizing Video Trajectory Queries
  8 Oct 2021 0 repositories listed
• Addressing practical challenges in Active Learning via a hybrid query strategy
  7 Oct 2021 0 repositories listed
• Spectroscopy Approaches for Food Safety Applications: Improving Data Efficiency Using Active Learning and Semi-Supervised Learning
  7 Oct 2021 0 repositories listed
• ActiveMatch: End-to-end Semi-supervised Active Representation Learning
  6 Oct 2021 0 repositories listed
• Active Learning for Contextual Search with Binary Feedbacks
  3 Oct 2021 0 repositories listed
• OPAD: An Optimized Policy-based Active Learning Framework for Document Content Analysis
  1 Oct 2021 0 repositories listed
• Robust Segmentation Models using an Uncertainty Slice Sampling Based Annotation Workflow
  30 Sep 2021 0 repositories listed
• Active Learning: Sampling in the Least Probable Disagreement Region
  29 Sep 2021 0 repositories listed
• Active Refinement for Multi-Label Learning: A Pseudo-Label Approach
  29 Sep 2021 0 repositories listed
• ACTIVE REFINEMENT OF WEAKLY SUPERVISED MODELS
  29 Sep 2021 0 repositories listed
• Best Practices in Pool-based Active Learning for Image Classification
  29 Sep 2021 0 repositories listed
• Coherence-based Label Propagation over Time Series for Accelerated Active Learning
  29 Sep 2021 0 repositories listed
• Limitations of Active Learning With Deep Transformer Language Models
  29 Sep 2021 0 repositories listed
• Low-Budget Active Learning via Wasserstein Distance: An Integer Programming Approach
  29 Sep 2021 0 repositories listed
• On Locality in Graph Learning via Graph Neural Network
  29 Sep 2021 0 repositories listed
• Pretrained models are active learners
  29 Sep 2021 0 repositories listed
• SABAL: Sparse Approximation-based Batch Active Learning
  29 Sep 2021 0 repositories listed
• Sample Complexity of Deep Active Learning
  29 Sep 2021 0 repositories listed
• Understanding the Success of Knowledge Distillation -- A Data Augmentation Perspective
  29 Sep 2021 0 repositories listed
• Vibration-based Uncertainty Estimation for Learning from Limited Supervision
  29 Sep 2021 0 repositories listed
• WHAT TO DO IF SPARSE REPRESENTATION LEARNING FAILS UNEXPECTEDLY?
  29 Sep 2021 0 repositories listed
• Active Learning for Argument Mining: A Practical Approach
  28 Sep 2021 0 repositories listed
• What to Prioritize? Natural Language Processing for the Development of a Modern Bug Tracking Solution in Hardware Development
  28 Sep 2021 0 repositories listed
• Data Summarization via Bilevel Optimization
  26 Sep 2021 0 repositories listed
• A Survey on Cost Types, Interaction Schemes, and Annotator Performance Models in Selection Algorithms for Active Learning in Classification
  23 Sep 2021 0 repositories listed
• Bayesian Active Learning for Sim-to-Real Robotic Perception
  23 Sep 2021 0 repositories listed
• Exploring Adversarial Examples for Efficient Active Learning in Machine Learning Classifiers
  22 Sep 2021 0 repositories listed
• Towards Overcoming Practical Obstacles to Deploying Deep Active Learning
  17 Sep 2021 0 repositories listed
• FOMO: Topics versus documents in legal eDiscovery
  16 Sep 2021 0 repositories listed
• MOFSimplify: Machine Learning Models with Extracted Stability Data of Three Thousand Metal-Organic Frameworks
  16 Sep 2021 0 repositories listed
• Robust Contrastive Active Learning with Feature-guided Query Strategies
  13 Sep 2021 0 repositories listed
• Mitigating Sampling Bias and Improving Robustness in Active Learning
  13 Sep 2021 0 repositories listed
• Adaptive network reliability analysis: Methodology and applications to power grid
  11 Sep 2021 0 repositories listed
• Open-World Active Learning with Stacking Ensemble for Self-Driving Cars
  10 Sep 2021 0 repositories listed
• Importance sampling based active learning for parametric seismic fragility curve estimation
  9 Sep 2021 0 repositories listed
• AdjointNet: Constraining machine learning models with physics-based codes
  8 Sep 2021 0 repositories listed
• Active Learning for Automated Visual Inspection of Manufactured Products
  6 Sep 2021 0 repositories listed
• Data-Driven Wind Turbine Wake Modeling via Probabilistic Machine Learning
  6 Sep 2021 0 repositories listed
• Rethinking Crowdsourcing Annotation: Partial Annotation with Salient Labels for Multi-Label Image Classification
  6 Sep 2021 0 repositories listed
• ALLWAS: Active Learning on Language models in WASserstein space
  3 Sep 2021 0 repositories listed
• Active Learning for Assisted Corpus Construction: A Case Study in Knowledge Discovery from Biomedical Text
  1 Sep 2021 0 repositories listed
• Active Learning for Interactive Relation Extraction in a French Newspaper’s Articles
  1 Sep 2021 0 repositories listed
• BERT-PersNER: A New Model for Persian Named Entity Recognition
  1 Sep 2021 0 repositories listed
• Headnote Prediction Using Machine Learning
  1 Sep 2021 0 repositories listed
• Certifying One-Phase Technology-Assisted Reviews
  29 Aug 2021 0 repositories listed
• Reducing Label Effort: Self-Supervised meets Active Learning
  25 Aug 2021 0 repositories listed
• Estimation of Convex Polytopes for Automatic Discovery of Charge State Transitions in Quantum Dot Arrays
  20 Aug 2021 0 repositories listed
• Region-level Active Detector Learning
  20 Aug 2021 0 repositories listed
• Inverse design optimization framework via a two-step deep learning approach: application to a wind turbine airfoil
  19 Aug 2021 0 repositories listed
• Concurrent Active Learning in Autonomous Airborne Source Search: Dual Control for Exploration and Exploitation
  18 Aug 2021 0 repositories listed
• Efficient TMS-Based Motor Cortex Mapping Using Gaussian Process Active Learning
  18 Aug 2021 0 repositories listed
• A Comparison of Strategies for Source-Free Domain Adaptation
  17 Aug 2021 0 repositories listed
• Active Learning for Massively Parallel Translation of Constrained Text into Low Resource Languages
  16 Aug 2021 0 repositories listed
• Deep Active Learning for Text Classification with Diverse Interpretations
  15 Aug 2021 0 repositories listed
• Towards Visual Explainable Active Learning for Zero-Shot Classification
  15 Aug 2021 0 repositories listed
• Jasmine: A New Active Learning Approach to Combat Cybercrime
  13 Aug 2021 0 repositories listed
• Reinforcement Learning Approach to Active Learning for Image Classification
  12 Aug 2021 0 repositories listed
• Physics-Coupled Spatio-Temporal Active Learning for Dynamical Systems
  11 Aug 2021 0 repositories listed
• Active Learning for Saddle Point Calculation
  10 Aug 2021 0 repositories listed
• Probabilistic Active Learning for Active Class Selection
  9 Aug 2021 0 repositories listed
• Active Learning of Driving Scenario Trajectories
  6 Aug 2021 0 repositories listed
• Active Curriculum Learning
  1 Aug 2021 0 repositories listed
• Investigating Active Learning in Interactive Neural Machine Translation
  1 Aug 2021 0 repositories listed
• Subsequence Based Deep Active Learning for Named Entity Recognition
  1 Aug 2021 0 repositories listed
• The University of Arizona at SemEval-2021 Task 10: Applying Self-training, Active Learning and Data Augmentation to Source-free Domain Adaptation
  1 Aug 2021 0 repositories listed
• Active Learning in Gaussian Process State Space Model
  30 Jul 2021 0 repositories listed
• When Deep Learners Change Their Mind: Learning Dynamics for Active Learning
  30 Jul 2021 0 repositories listed
• Robust and Active Learning for Deep Neural Network Regression
  28 Jul 2021 0 repositories listed
• Self-learning Emulators and Eigenvector Continuation
  28 Jul 2021 0 repositories listed
• Combining Probabilistic Logic and Deep Learning for Self-Supervised Learning
  27 Jul 2021 0 repositories listed
• Restless Bandits with Many Arms: Beating the Central Limit Theorem
  25 Jul 2021 0 repositories listed
• Robust Adaptive Submodular Maximization
  23 Jul 2021 0 repositories listed
• Active Learning in Incomplete Label Multiple Instance Multiple Label Learning
  22 Jul 2021 0 repositories listed
• Offline Preference-Based Apprenticeship Learning
  20 Jul 2021 0 repositories listed
• Fully Automated Machine Learning Pipeline for Echocardiogram Segmentation
  18 Jul 2021 0 repositories listed
• ALLWAS: Active Learning on Language models in WASserstein space
  17 Jul 2021 0 repositories listed