Browse State-of-the-Art › Active Learning › Papers, page 13
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 13 of 31: papers 1,201 to 1,300 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.
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A Data-Centric Framework for Machine Listening Projects: Addressing Large-Scale Data Acquisition and Labeling through Active Learning28 May 2024 0 repositories listed
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Towards Efficient Disaster Response via Cost-effective Unbiased Class Rate Estimation through Neyman Allocation Stratified Sampling Active Learning28 May 2024 0 repositories listed
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Entity Alignment with Noisy Annotations from Large Language Models27 May 2024 0 repositories listed
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Salutary Labeling with Zero Human Annotation27 May 2024 0 repositories listed
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Make Safe Decisions in Power System: Safe Reinforcement Learning Based Pre-decision Making for Voltage Stability Emergency Control26 May 2024 0 repositories listed
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Active Learning for Finely-Categorized Image-Text Retrieval by Selecting Hard Negative Unpaired Samples25 May 2024 0 repositories listed
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Actively Learning Combinatorial Optimization Using a Membership Oracle23 May 2024 0 repositories listed
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Amortized nonmyopic active search via deep imitation learning23 May 2024 0 repositories listed
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Lower Bound on the Greedy Approximation Ratio for Adaptive Submodular Cover23 May 2024 0 repositories listed
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One-shot Active Learning Based on Lewis Weight Sampling for Multiple Deep Models23 May 2024 0 repositories listed
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Smooth Pseudo-Labeling23 May 2024 0 repositories listed
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Enhancing Active Learning for Sentinel 2 Imagery through Contrastive Learning and Uncertainty Estimation22 May 2024 0 repositories listed
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What Makes Good Few-shot Examples for Vision-Language Models?22 May 2024 0 repositories listed
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An Active Learning Framework with a Class Balancing Strategy for Time Series Classification20 May 2024 0 repositories listed
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A Unified Approach Towards Active Learning and Out-of-Distribution Detection18 May 2024 0 repositories listed
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ActiveLLM: Large Language Model-based Active Learning for Textual Few-Shot Scenarios17 May 2024 0 repositories listed
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Future Aware Safe Active Learning of Time Varying Systems using Gaussian Processes17 May 2024 0 repositories listed
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Agnostic Active Learning of Single Index Models with Linear Sample Complexity15 May 2024 0 repositories listed
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Flexible image analysis for law enforcement agencies with deep neural networks to determine: where, who and what15 May 2024 0 repositories listed
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Perception Without Vision for Trajectory Prediction: Ego Vehicle Dynamics as Scene Representation for Efficient Active Learning in Autonomous Driving15 May 2024 0 repositories listed
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Neural Active Learning Meets the Partial Monitoring Framework14 May 2024 0 repositories listed
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Active Learning with Simple Questions13 May 2024 0 repositories listed
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Maximizing Information Gain in Privacy-Aware Active Learning of Email Anomalies13 May 2024 0 repositories listed
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Active Neural 3D Reconstruction with Colorized Surface Voxel-based View Selection4 May 2024 0 repositories listed
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Learning Linear Utility Functions From Pairwise Comparison Queries4 May 2024 0 repositories listed
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Combining X-Vectors and Bayesian Batch Active Learning: Two-Stage Active Learning Pipeline for Speech Recognition3 May 2024 0 repositories listed
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Active Learning Enabled Low-cost Cell Image Segmentation Using Bounding Box Annotation2 May 2024 0 repositories listed
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Generative Active Learning for the Search of Small-molecule Protein Binders2 May 2024 0 repositories listed
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Uncertainty for Active Learning on Graphs2 May 2024 0 repositories listed
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A Survey on Deep Active Learning: Recent Advances and New Frontiers1 May 2024 0 repositories listed
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Active Learning with Task Adaptation Pre-training for Speech Emotion Recognition1 May 2024 0 repositories listed
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Improving Interpretability of Deep Active Learning for Flood Inundation Mapping Through Class Ambiguity Indices Using Multi-spectral Satellite Imagery29 Apr 2024 0 repositories listed
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Neural Active Learning Beyond Bandits18 Apr 2024 0 repositories listed
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Classification Tree-based Active Learning: A Wrapper Approach15 Apr 2024 0 repositories listed
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Epistemic Uncertainty Quantification For Pre-trained Neural Network15 Apr 2024 0 repositories listed
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Active Learning for Control-Oriented Identification of Nonlinear Systems13 Apr 2024 0 repositories listed
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Experimental Design for Active Transductive Inference in Large Language Models12 Apr 2024 0 repositories listed
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Interactive Ontology Matching with Cost-Efficient Learning11 Apr 2024 0 repositories listed
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SQBC: Active Learning using LLM-Generated Synthetic Data for Stance Detection in Online Political Discussions11 Apr 2024 0 repositories listed
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AI-Guided Defect Detection Techniques to Model Single Crystal Diamond Growth10 Apr 2024 0 repositories listed
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AI-Guided Feature Segmentation Techniques to Model Features from Single Crystal Diamond Growth10 Apr 2024 0 repositories listed
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Focused Active Learning for Histopathological Image Classification6 Apr 2024 0 repositories listed
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Active Causal Learning for Decoding Chemical Complexities with Targeted Interventions5 Apr 2024 0 repositories listed
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Active learning for efficient annotation in precision agriculture: a use-case on crop-weed semantic segmentation3 Apr 2024 0 repositories listed
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Active Exploration in Bayesian Model-based Reinforcement Learning for Robot Manipulation2 Apr 2024 0 repositories listed
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Adaptive Combinatorial Maximization: Beyond Approximate Greedy Policies2 Apr 2024 0 repositories listed
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Hallucination Diversity-Aware Active Learning for Text Summarization2 Apr 2024 0 repositories listed
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Uncertainty-aware Active Learning of NeRF-based Object Models for Robot Manipulators using Visual and Re-orientation Actions2 Apr 2024 0 repositories listed
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Using Chao's Estimator as a Stopping Criterion for Technology-Assisted Review1 Apr 2024 0 repositories listed
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Collaborative Active Learning in Conditional Trust Environment27 Mar 2024 0 repositories listed
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Active Learning of Dynamics Using Prior Domain Knowledge in the Sampling Process25 Mar 2024 0 repositories listed
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An active learning model to classify animal species in Hong Kong23 Mar 2024 0 repositories listed
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Active Learning for Regression based on Wasserstein distance and GroupSort Neural Networks22 Mar 2024 0 repositories listed
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CODA: A COst-efficient Test-time Domain Adaptation Mechanism for HAR22 Mar 2024 0 repositories listed
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DP-Dueling: Learning from Preference Feedback without Compromising User Privacy22 Mar 2024 0 repositories listed
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Modular Deep Active Learning Framework for Image Annotation: A Technical Report for the Ophthalmo-AI Project22 Mar 2024 0 repositories listed
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A Chain-of-Thought Prompting Approach with LLMs for Evaluating Students' Formative Assessment Responses in Science21 Mar 2024 0 repositories listed
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Annotation-Efficient Polyp Segmentation via Active Learning21 Mar 2024 0 repositories listed
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Deep Active Learning: A Reality Check21 Mar 2024 0 repositories listed
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Machine Learning Optimized Approach for Parameter Selection in MESHFREE Simulations20 Mar 2024 0 repositories listed
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Uncertainty Driven Active Learning for Image Segmentation in Underwater Inspection20 Mar 2024 0 repositories listed
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A Comprehensive Review of Latent Space Dynamics Identification Algorithms for Intrusive and Non-Intrusive Reduced-Order-Modeling16 Mar 2024 0 repositories listed
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Boundary Matters: A Bi-Level Active Finetuning Framework15 Mar 2024 0 repositories listed
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To Label or Not to Label: Hybrid Active Learning for Neural Machine Translation14 Mar 2024 0 repositories listed
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Deep Submodular Peripteral Networks13 Mar 2024 0 repositories listed
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Physics-constrained Active Learning for Soil Moisture Estimation and Optimal Sensor Placement12 Mar 2024 0 repositories listed
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Evolving Knowledge Distillation with Large Language Models and Active Learning11 Mar 2024 0 repositories listed
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Domain Adversarial Active Learning for Domain Generalization Classification10 Mar 2024 0 repositories listed
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On the Topology Awareness and Generalization Performance of Graph Neural Networks7 Mar 2024 0 repositories listed
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Bridging Diversity and Uncertainty in Active learning with Self-Supervised Pre-Training6 Mar 2024 0 repositories listed
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Generative Active Learning with Variational Autoencoder for Radiology Data Generation in Veterinary Medicine6 Mar 2024 0 repositories listed
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SUPClust: Active Learning at the Boundaries6 Mar 2024 0 repositories listed
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ActiveAD: Planning-Oriented Active Learning for End-to-End Autonomous Driving5 Mar 2024 0 repositories listed
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Active Learning of Mealy Machines with Timers4 Mar 2024 0 repositories listed
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Improving Uncertainty Sampling with Bell Curve Weight Function3 Mar 2024 0 repositories listed
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Active Deep Kernel Learning of Molecular Functionalities: Realizing Dynamic Structural Embeddings2 Mar 2024 0 repositories listed
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Improve Cost Efficiency of Active Learning over Noisy Dataset2 Mar 2024 0 repositories listed
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Boosting Semi-Supervised Object Detection in Remote Sensing Images With Active Teaching29 Feb 2024 0 repositories listed
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Automated Testing of Spatially-Dependent Environmental Hypotheses through Active Transfer Learning28 Feb 2024 0 repositories listed
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Radar Anti-jamming Strategy Learning via Domain-knowledge Enhanced Online Convex Optimization26 Feb 2024 0 repositories listed
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Value Preferences Estimation and Disambiguation in Hybrid Participatory Systems26 Feb 2024 0 repositories listed
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Batch Active Learning of Reward Functions from Human Preferences24 Feb 2024 0 repositories listed
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Rapid Bayesian identification of sparse nonlinear dynamics from scarce and noisy data23 Feb 2024 0 repositories listed
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Towards Efficient Active Learning in NLP via Pretrained Representations23 Feb 2024 0 repositories listed
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Practice Makes Perfect: Planning to Learn Skill Parameter Policies22 Feb 2024 0 repositories listed
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PI-CoF: A Bilevel Optimization Framework for Solving Active Learning Problems using Physics-Information21 Feb 2024 0 repositories listed
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ELAD: Explanation-Guided Large Language Models Active Distillation20 Feb 2024 0 repositories listed
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Integrating Active Learning in Causal Inference with Interference: A Novel Approach in Online Experiments20 Feb 2024 0 repositories listed
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Mode Estimation with Partial Feedback20 Feb 2024 0 repositories listed
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Bayesian Active Learning for Censored Regression19 Feb 2024 0 repositories listed
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HEAL: Brain-inspired Hyperdimensional Efficient Active Learning17 Feb 2024 0 repositories listed
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Autonomous Emergency Braking With Driver-In-The-Loop: Torque Vectoring for Active Learning16 Feb 2024 0 repositories listed
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MFBind: a Multi-Fidelity Approach for Evaluating Drug Compounds in Practical Generative Modeling16 Feb 2024 0 repositories listed
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Class-Balanced and Reinforced Active Learning on Graphs15 Feb 2024 0 repositories listed
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Self-consistent Validation for Machine Learning Electronic Structure15 Feb 2024 0 repositories listed
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Reinforcement Learning from Human Feedback with Active Queries14 Feb 2024 0 repositories listed
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Role-Playing Simulation Games using ChatGPT14 Feb 2024 0 repositories listed
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Active Few-Shot Fine-Tuning13 Feb 2024 0 repositories listed
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Active Preference Learning for Large Language Models12 Feb 2024 0 repositories listed
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Towards Explainable, Safe Autonomous Driving with Language Embeddings for Novelty Identification and Active Learning: Framework and Experimental Analysis with Real-World Data Sets11 Feb 2024 0 repositories listed