Browse State-of-the-Art › Active Learning › Papers, page 14

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 14 of 31: papers 1,301 to 1,400 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.

• Safe Active Learning for Time-Series Modeling with Gaussian Processes
  9 Feb 2024 0 repositories listed
• ActiveDP: Bridging Active Learning and Data Programming
  8 Feb 2024 0 repositories listed
• Direct Acquisition Optimization for Low-Budget Active Learning
  8 Feb 2024 0 repositories listed
• An Artificial Intelligence (AI) workflow for catalyst design and optimization
  7 Feb 2024 0 repositories listed
• Empowering Language Models with Active Inquiry for Deeper Understanding
  6 Feb 2024 0 repositories listed
• Enhanced sampling of robust molecular datasets with uncertainty-based collective variables
  6 Feb 2024 0 repositories listed
• Information-Theoretic Active Correlation Clustering
  5 Feb 2024 0 repositories listed
• Active Learning for Graphs with Noisy Structures
  4 Feb 2024 0 repositories listed
• Deep Active Learning for Data Mining from Conflict Text Corpora
  2 Feb 2024 0 repositories listed
• ActDroid: An active learning framework for Android malware detection
  30 Jan 2024 0 repositories listed
• The Why, When, and How to Use Active Learning in Large-Data-Driven 3D Object Detection for Safe Autonomous Driving: An Empirical Exploration
  30 Jan 2024 0 repositories listed
• Active learning of Boltzmann samplers and potential energies with quantum mechanical accuracy
  29 Jan 2024 0 repositories listed
• Graph-based Active Learning for Entity Cluster Repair
  26 Jan 2024 0 repositories listed
• Learning from the Best: Active Learning for Wireless Communications
  23 Jan 2024 0 repositories listed
• MORPH: Towards Automated Concept Drift Adaptation for Malware Detection
  23 Jan 2024 0 repositories listed
• Navigating the Maize: Cyclic and conditional computational graphs for molecular simulation
  22 Jan 2024 0 repositories listed
• Improving Classification Performance With Human Feedback: Label a few, we label the rest
  17 Jan 2024 0 repositories listed
• Ship Detection in SAR Images with Human-in-the-Loop
  16 Jan 2024 0 repositories listed
• Harnessing the Power of Beta Scoring in Deep Active Learning for Multi-Label Text Classification
  15 Jan 2024 0 repositories listed
• Active Learning for NLP with Large Language Models
  14 Jan 2024 0 repositories listed
• An Experimental Design Framework for Label-Efficient Supervised Finetuning of Large Language Models
  12 Jan 2024 0 repositories listed
• Phase discovery with active learning: Application to structural phase transitions in equiatomic NiTi
  10 Jan 2024 0 repositories listed
• Advancing Deep Active Learning & Data Subset Selection: Unifying Principles with Information-Theory Intuitions
  9 Jan 2024 0 repositories listed
• The Role of Higher-Order Cognitive Models in Active Learning
  9 Jan 2024 0 repositories listed
• Zero-shot Active Learning Using Self Supervised Learning
  3 Jan 2024 0 repositories listed
• Active Domain Adaptation with False Negative Prediction for Object Detection
  1 Jan 2024 0 repositories listed
• Epistemic Uncertainty Quantification For Pre-Trained Neural Networks
  1 Jan 2024 0 repositories listed
• ANALYTiC: Understanding Decision Boundaries and Dimensionality Reduction in Machine Learning
  29 Dec 2023 0 repositories listed
• Quantifying Policy Administration Cost in an Active Learning Framework
  29 Dec 2023 0 repositories listed
• DeLR: Active Learning for Detection with Decoupled Localization and Recognition Query
  28 Dec 2023 0 repositories listed
• Reinforcement-based Display-size Selection for Frugal Satellite Image Change Detection
  28 Dec 2023 0 repositories listed
• Active Third-Person Imitation Learning
  27 Dec 2023 0 repositories listed
• Optimal Decision Tree and Adaptive Submodular Ranking with Noisy Outcomes
  23 Dec 2023 0 repositories listed
• MEAOD: Model Extraction Attack against Object Detectors
  22 Dec 2023 0 repositories listed
• Model Stealing Attack against Graph Classification with Authenticity, Uncertainty and Diversity
  18 Dec 2023 0 repositories listed
• Ocean Data Quality Assessment through Outlier Detection-enhanced Active Learning
  17 Dec 2023 0 repositories listed
• Exploring UMAP in hybrid models of entropy-based and representativeness sampling for active learning in biomedical segmentation
  16 Dec 2023 0 repositories listed
• Bayesian Estimate of Mean Proper Scores for Diversity-Enhanced Active Learning
  15 Dec 2023 0 repositories listed
• Hierarchical Uncertainty Aggregation and Emphasis Loss for Active Learning in Object Detection
  15 Dec 2023 0 repositories listed
• ProCoT: Stimulating Critical Thinking and Writing of Students through Engagement with Large Language Models (LLMs)
  15 Dec 2023 0 repositories listed
• DIRECT: Deep Active Learning under Imbalance and Label Noise
  14 Dec 2023 0 repositories listed
• Distributional Latent Variable Models with an Application in Active Cognitive Testing
  14 Dec 2023 0 repositories listed
• Real-time Autonomous Control of a Continuous Macroscopic Process as Demonstrated by Plastic Forming
  14 Dec 2023 0 repositories listed
• Active learning with biased non-response to label requests
  13 Dec 2023 0 repositories listed
• Advancements in Content-Based Image Retrieval: A Comprehensive Survey of Relevance Feedback Techniques
  13 Dec 2023 0 repositories listed
• Fair Active Learning in Low-Data Regimes
  13 Dec 2023 0 repositories listed
• SE(3)-Invariant Multiparameter Persistent Homology for Chiral-Sensitive Molecular Property Prediction
  12 Dec 2023 0 repositories listed
• A Review of Machine Learning Methods Applied to Video Analysis Systems
  8 Dec 2023 0 repositories listed
• ODES: Domain Adaptation with Expert Guidance for Online Medical Image Segmentation
  8 Dec 2023 0 repositories listed
• Bad Students Make Great Teachers: Active Learning Accelerates Large-Scale Visual Understanding
  8 Dec 2023 0 repositories listed
• Active Learning for Abrupt Shifts Change-point Detection via Derivative-Aware Gaussian Processes
  5 Dec 2023 0 repositories listed
• ActiveClean: Generating Line-Level Vulnerability Data via Active Learning
  4 Dec 2023 0 repositories listed
• Few Clicks Suffice: Active Test-Time Adaptation for Semantic Segmentation
  4 Dec 2023 0 repositories listed
• A Review and A Robust Framework of Data-Efficient 3D Scene Parsing with Traditional/Learned 3D Descriptors
  3 Dec 2023 0 repositories listed
• Benchmarking Multi-Domain Active Learning on Image Classification
  1 Dec 2023 0 repositories listed
• Towards Comparable Active Learning
  30 Nov 2023 0 repositories listed
• Active Foundational Models for Fault Diagnosis of Electrical Motors
  27 Nov 2023 0 repositories listed
• Comprehensive Benchmarking of Entropy and Margin Based Scoring Metrics for Data Selection
  27 Nov 2023 0 repositories listed
• Leveraging deep active learning to identify low-resource mobility functioning information in public clinical notes
  27 Nov 2023 0 repositories listed
• One-bit Supervision for Image Classification: Problem, Solution, and Beyond
  26 Nov 2023 0 repositories listed
• A unified framework for learning with nonlinear model classes from arbitrary linear samples
  25 Nov 2023 0 repositories listed
• Relevance feedback strategies for recall-oriented neural information retrieval
  25 Nov 2023 0 repositories listed
• Testable Learning with Distribution Shift
  25 Nov 2023 0 repositories listed
• Class Balanced Dynamic Acquisition for Domain Adaptive Semantic Segmentation using Active Learning
  23 Nov 2023 0 repositories listed
• Multi-Objective Bayesian Optimization with Active Preference Learning
  22 Nov 2023 0 repositories listed
• RONAALP: Reduced-Order Nonlinear Approximation with Active Learning Procedure
  17 Nov 2023 0 repositories listed
• Human Still Wins over LLM: An Empirical Study of Active Learning on Domain-Specific Annotation Tasks
  16 Nov 2023 0 repositories listed
• Correlation-aware active learning for surgery video segmentation
  15 Nov 2023 0 repositories listed
• Batch Selection and Communication for Active Learning with Edge Labeling
  14 Nov 2023 0 repositories listed
• DeMuX: Data-efficient Multilingual Learning
  10 Nov 2023 0 repositories listed
• Ulcerative Colitis Mayo Endoscopic Scoring Classification with Active Learning and Generative Data Augmentation
  10 Nov 2023 0 repositories listed
• Active Mining Sample Pair Semantics for Image-text Matching
  9 Nov 2023 0 repositories listed
• Data Distillation for Neural Network Potentials toward Foundational Dataset
  9 Nov 2023 0 repositories listed
• Dirichlet Active Learning
  9 Nov 2023 0 repositories listed
• Optimal simulation-based Bayesian decisions
  9 Nov 2023 0 repositories listed
• Learning to Learn for Few-shot Continual Active Learning
  7 Nov 2023 0 repositories listed
• Exploring Active Learning in Meta-Learning: Enhancing Context Set Labeling
  6 Nov 2023 0 repositories listed
• Perturbation-based Active Learning for Question Answering
  4 Nov 2023 0 repositories listed
• Re-weighting Tokens: A Simple and Effective Active Learning Strategy for Named Entity Recognition
  2 Nov 2023 0 repositories listed
• Incentivized Collaboration in Active Learning
  1 Nov 2023 0 repositories listed
• Annotator: A Generic Active Learning Baseline for LiDAR Semantic Segmentation
  31 Oct 2023 0 repositories listed
• Image Restoration with Point Spread Function Regularization and Active Learning
  31 Oct 2023 0 repositories listed
• A Planning-and-Exploring Approach to Extreme-Mechanics Force Fields
  30 Oct 2023 0 repositories listed
• A Scalable Training Strategy for Blind Multi-Distribution Noise Removal
  30 Oct 2023 0 repositories listed
• Model Uncertainty based Active Learning on Tabular Data using Boosted Trees
  30 Oct 2023 0 repositories listed
• A Competitive Algorithm for Agnostic Active Learning
  28 Oct 2023 0 repositories listed
• Learning to Rank for Active Learning via Multi-Task Bilevel Optimization
  25 Oct 2023 0 repositories listed
• ACTOR: Active Learning with Annotator-specific Classification Heads to Embrace Human Label Variation
  23 Oct 2023 0 repositories listed
• Efficient Active Learning Halfspaces with Tsybakov Noise: A Non-convex Optimization Approach
  23 Oct 2023 0 repositories listed
• Making RL with Preference-based Feedback Efficient via Randomization
  23 Oct 2023 0 repositories listed
• Bayesian Active Learning in the Presence of Nuisance Parameters
  23 Oct 2023 0 repositories listed
• Cache & Distil: Optimising API Calls to Large Language Models
  20 Oct 2023 0 repositories listed
• A Finite-Horizon Approach to Active Level Set Estimation
  18 Oct 2023 0 repositories listed
• Pareto Optimization to Accelerate Multi-Objective Virtual Screening
  16 Oct 2023 0 repositories listed
• A Confidence-based Acquisition Model for Self-supervised Active Learning and Label Correction
  13 Oct 2023 0 repositories listed
• Leveraging Optimal Transport for Enhanced Offline Reinforcement Learning in Surgical Robotic Environments
  13 Oct 2023 0 repositories listed
• BaSAL: Size-Balanced Warm Start Active Learning for LiDAR Semantic Segmentation
  12 Oct 2023 0 repositories listed
• Constrained Bayesian Optimization with Adaptive Active Learning of Unknown Constraints
  12 Oct 2023 0 repositories listed
• Aligning Data Selection with Performance: Performance-driven Reinforcement Learning for Active Learning in Object Detection
  12 Oct 2023 0 repositories listed
• Refined Mechanism Design for Approximately Structured Priors via Active Regression
  11 Oct 2023 0 repositories listed