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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 24 of 31: papers 2,301 to 2,400 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.

• High-contrast "gaudy" images improve the training of deep neural network models of visual cortex
  13 Jun 2020 0 repositories listed
• Fourier Sparse Leverage Scores and Approximate Kernel Learning
  12 Jun 2020 0 repositories listed
• On-the-fly Closed-loop Autonomous Materials Discovery via Bayesian Active Learning
  11 Jun 2020 0 repositories listed
• Dialog Policy Learning for Joint Clarification and Active Learning Queries
  9 Jun 2020 0 repositories listed
• Sophisticated Inference
  7 Jun 2020 0 repositories listed
• Attribute-Efficient Learning of Halfspaces with Malicious Noise: Near-Optimal Label Complexity and Noise Tolerance
  6 Jun 2020 0 repositories listed
• Hyperspectral Image Classification of Convolutional Neural Network Combined with Valuable Samples
  1 Jun 2020 0 repositories listed
• Adaptive quadrature schemes for Bayesian inference via active learning
  31 May 2020 0 repositories listed
• JointMap: Joint Query Intent Understanding For Modeling Intent Hierarchies in E-commerce Search
  28 May 2020 0 repositories listed
• Minimizing Supervision in Multi-label Categorization
  26 May 2020 0 repositories listed
• Discriminative Active Learning for Domain Adaptation
  24 May 2020 0 repositories listed
• Active Learning for Skewed Data Sets
  23 May 2020 0 repositories listed
• Stopping criterion for active learning based on deterministic generalization bounds
  15 May 2020 0 repositories listed
• Active Learning with Multiple Kernels
  7 May 2020 0 repositories listed
• Modeling nanoconfinement effects using active learning
  6 May 2020 0 repositories listed
• Localized active learning of Gaussian process state space models
  4 May 2020 0 repositories listed
• Active Training of Physics-Informed Neural Networks to Aggregate and Interpolate Parametric Solutions to the Navier-Stokes Equations
  2 May 2020 0 repositories listed
• Do you Feel Certain about your Annotation? A Web-based Semantic Frame Annotation Tool Considering Annotators' Concerns and Behaviors
  1 May 2020 0 repositories listed
• Optimizing Annotation Effort Using Active Learning Strategies: A Sentiment Analysis Case Study in Persian
  1 May 2020 0 repositories listed
• Active Learning for Gaussian Process Considering Uncertainties with Application to Shape Control of Composite Fuselage
  23 Apr 2020 0 repositories listed
• Point Location and Active Learning: Learning Halfspaces Almost Optimally
  23 Apr 2020 0 repositories listed
• SoQal: Selective Oracle Questioning in Active Learning
  22 Apr 2020 0 repositories listed
• Investigating the Effectiveness of Representations Based on Pretrained Transformer-based Language Models in Active Learning for Labelling Text Datasets
  21 Apr 2020 0 repositories listed
• A supervised active learning method for identifying critical nodes in Wireless Sensor Network
  19 Apr 2020 0 repositories listed
• Active Sentence Learning by Adversarial Uncertainty Sampling in Discrete Space
  17 Apr 2020 0 repositories listed
• Annotating Social Determinants of Health Using Active Learning, and Characterizing Determinants Using Neural Event Extraction
  11 Apr 2020 0 repositories listed
• Scalable Active Learning for Object Detection
  9 Apr 2020 0 repositories listed
• Confident Coreset for Active Learning in Medical Image Analysis
  5 Apr 2020 0 repositories listed
• In Automation We Trust: Investigating the Role of Uncertainty in Active Learning Systems
  2 Apr 2020 0 repositories listed
• A Comprehensive Benchmark Framework for Active Learning Methods in Entity Matching
  29 Mar 2020 0 repositories listed
• Active Learning Approach to Optimization of Experimental Control
  26 Mar 2020 0 repositories listed
• Integrating Crowdsourcing and Active Learning for Classification of Work-Life Events from Tweets
  26 Mar 2020 0 repositories listed
• Integrating Informativeness, Representativeness and Diversity in Pool-Based Sequential Active Learning for Regression
  26 Mar 2020 0 repositories listed
• VaB-AL: Incorporating Class Imbalance and Difficulty with Variational Bayes for Active Learning
  25 Mar 2020 0 repositories listed
• A Model-Free Sampling Method for Estimating Basins of Attraction Using Hybrid Active Learning (HAL)
  24 Mar 2020 0 repositories listed
• Diffusion-based Deep Active Learning
  23 Mar 2020 0 repositories listed
• Deep Active Learning for Remote Sensing Object Detection
  17 Mar 2020 0 repositories listed
• Pool-Based Unsupervised Active Learning for Regression Using Iterative Representativeness-Diversity Maximization (iRDM)
  17 Mar 2020 0 repositories listed
• Data-driven surrogate modelling and benchmarking for process equipment
  13 Mar 2020 0 repositories listed
• Modelling Human Active Search in Optimizing Black-box Functions
  9 Mar 2020 0 repositories listed
• Active Fine-Tuning from gMAD Examples Improves Blind Image Quality Assessment
  8 Mar 2020 0 repositories listed
• An Active Learning Framework for Constructing High-fidelity Mobility Maps
  7 Mar 2020 0 repositories listed
• Interactive Robot Training for Non-Markov Tasks
  4 Mar 2020 0 repositories listed
• Streaming Active Deep Forest for Evolving Data Stream Classification
  26 Feb 2020 0 repositories listed
• Adaptive Region-Based Active Learning
  18 Feb 2020 0 repositories listed
• Let Me At Least Learn What You Really Like: Dealing With Noisy Humans When Learning Preferences
  15 Feb 2020 0 repositories listed
• On State Variables, Bandit Problems and POMDPs
  14 Feb 2020 0 repositories listed
• Active Learning for Sound Event Detection
  12 Feb 2020 0 repositories listed
• Efficient active learning of sparse halfspaces with arbitrary bounded noise
  12 Feb 2020 0 repositories listed
• Learning switched systems from simulation models
  12 Feb 2020 0 repositories listed
• Task-Aware Variational Adversarial Active Learning
  11 Feb 2020 0 repositories listed
• Hierarchical Gaussian Process Priors for Bayesian Neural Network Weights
  10 Feb 2020 0 repositories listed
• Outlier Guided Optimization of Abdominal Segmentation
  10 Feb 2020 0 repositories listed
• Ready Policy One: World Building Through Active Learning
  7 Feb 2020 0 repositories listed
• Context Aware Image Annotation in Active Learning
  6 Feb 2020 0 repositories listed
• Value of Information Analysis via Active Learning and Knowledge Sharing in Error-Controlled Adaptive Kriging
  6 Feb 2020 0 repositories listed
• Rényi Entropy Bounds on the Active Learning Cost-Performance Tradeoff
  5 Feb 2020 0 repositories listed
• ALPINE: Active Link Prediction using Network Embedding
  4 Feb 2020 0 repositories listed
• Boosting API Recommendation with Implicit Feedback
  4 Feb 2020 0 repositories listed
• Active Learning for Identification of Linear Dynamical Systems
  2 Feb 2020 0 repositories listed
• Binary Classification with XOR Queries: Fundamental Limits and An Efficient Algorithm
  31 Jan 2020 0 repositories listed
• A Graph-Based Approach for Active Learning in Regression
  30 Jan 2020 0 repositories listed
• Scale bridging materials physics: Active learning workflows and integrable deep neural networks for free energy function representations in alloys
  30 Jan 2020 0 repositories listed
• Fase-AL -- Adaptation of Fast Adaptive Stacking of Ensembles for Supporting Active Learning
  30 Jan 2020 0 repositories listed
• QActor: On-line Active Learning for Noisy Labeled Stream Data
  28 Jan 2020 0 repositories listed
• Learning Non-Markovian Reward Models in MDPs
  25 Jan 2020 0 repositories listed
• Explainable Active Learning (XAL): An Empirical Study of How Local Explanations Impact Annotator Experience
  24 Jan 2020 0 repositories listed
• Combining Federated and Active Learning for Communication-efficient Distributed Failure Prediction in Aeronautics
  21 Jan 2020 0 repositories listed
• Active and Incremental Learning with Weak Supervision
  20 Jan 2020 0 repositories listed
• Early Forecasting of Text Classification Accuracy and F-Measure with Active Learning
  20 Jan 2020 0 repositories listed
• Projection based Active Gaussian Process Regression for Pareto Front Modeling
  20 Jan 2020 0 repositories listed
• Active Learning over DNN: Automated Engineering Design Optimization for Fluid Dynamics Based on Self-Simulated Dataset
  18 Jan 2020 0 repositories listed
• K-NN active learning under local smoothness assumption
  17 Jan 2020 0 repositories listed
• Machine learning and AI-based approaches for bioactive ligand discovery and GPCR-ligand recognition
  17 Jan 2020 0 repositories listed
• Noise-tolerant, Reliable Active Classification with Comparison Queries
  15 Jan 2020 0 repositories listed
• Payoff Information and Learning in Signaling Games
  14 Jan 2020 0 repositories listed
• Adversarial vs behavioural-based defensive AI with joint, continual and active learning: automated evaluation of robustness to deception, poisoning and concept drift
  13 Jan 2020 0 repositories listed
• What is the Value of Data? On Mathematical Methods for Data Quality Estimation
  9 Jan 2020 0 repositories listed
• Teach Me What You Want to Play: Learning Variants of Connect Four through Human-Robot Interaction
  3 Jan 2020 0 repositories listed
• Learning the Valuations of a k-demand Agent
  1 Jan 2020 0 repositories listed
• Active Learning in Video Tracking
  29 Dec 2019 0 repositories listed
• Active Learning for Segmentation Based on Bayesian Sample Queries
  22 Dec 2019 0 repositories listed
• MedCAT -- Medical Concept Annotation Tool
  18 Dec 2019 0 repositories listed
• TOCO: A Framework for Compressing Neural Network Models Based on Tolerance Analysis
  18 Dec 2019 0 repositories listed
• When Your Robot Breaks: Active Learning During Plant Failure
  17 Dec 2019 0 repositories listed
• Incorporating Unlabeled Data into Distributionally Robust Learning
  16 Dec 2019 0 repositories listed
• Active emulation of computer codes with Gaussian processes -- Application to remote sensing
  13 Dec 2019 0 repositories listed
• Parting with Illusions about Deep Active Learning
  11 Dec 2019 0 repositories listed
• Measuring Mother-Infant Emotions By Audio Sensing
  10 Dec 2019 0 repositories listed
• Large deviations for the perceptron model and consequences for active learning
  9 Dec 2019 0 repositories listed
• A quantum active learning algorithm for sampling against adversarial attacks
  6 Dec 2019 0 repositories listed
• Towards countering hate speech against journalists on social media
  5 Dec 2019 0 repositories listed
• Active Learning of SVDD Hyperparameter Values
  4 Dec 2019 0 repositories listed
• Deep Bayesian Active Learning for Multiple Correct Outputs
  2 Dec 2019 0 repositories listed
• Deep imitation learning for molecular inverse problems
  1 Dec 2019 0 repositories listed
• Integrating Bayesian and Discriminative Sparse Kernel Machines for Multi-class Active Learning
  1 Dec 2019 0 repositories listed
• Sample Efficient Active Learning of Causal Trees
  1 Dec 2019 0 repositories listed
• Ultra-Reliable and Low-Latency Vehicular Communication: An Active Learning Approach
  27 Nov 2019 0 repositories listed
• A User Study of Perceived Carbon Footprint
  26 Nov 2019 0 repositories listed
• Investigating Active Learning and Meta-Learning for Iterative Peptide Design
  20 Nov 2019 0 repositories listed