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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 26 of 31: papers 2,501 to 2,600 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.

• Bayesian Active Learning With Abstention Feedbacks
  4 Jun 2019 0 repositories listed
• Active Learning for Binary Classification with Abstention
  1 Jun 2019 0 repositories listed
• Minimum-Margin Active Learning
  31 May 2019 0 repositories listed
• Learning by Active Nonlinear Diffusion
  30 May 2019 0 repositories listed
• Understanding Goal-Oriented Active Learning via Influence Functions
  30 May 2019 0 repositories listed
• MaxiMin Active Learning in Overparameterized Model Classes}
  29 May 2019 0 repositories listed
• Training Data Subset Search with Ensemble Active Learning
  29 May 2019 0 repositories listed
• A framework for the extraction of Deep Neural Networks by leveraging public data
  22 May 2019 0 repositories listed
• Collaborative Interactive Learning -- A clarification of terms and a differentiation from other research fields
  16 May 2019 0 repositories listed
• Deep Ensemble Bayesian Active Learning : Adressing the Mode Collapse issue in Monte Carlo dropout via Ensembles
  1 May 2019 0 repositories listed
• Reliable Uncertainty Estimates in Deep Neural Networks using Noise Contrastive Priors
  1 May 2019 0 repositories listed
• Bayesian Generative Active Deep Learning
  26 Apr 2019 0 repositories listed
• Factored Contextual Policy Search with Bayesian Optimization
  26 Apr 2019 0 repositories listed
• Informative sample generation using class aware generative adversarial networks for classification of chest Xrays
  24 Apr 2019 0 repositories listed
• Disagreement-based Active Learning in Online Settings
  19 Apr 2019 0 repositories listed
• ProductNet: a Collection of High-Quality Datasets for Product Representation Learning
  18 Apr 2019 0 repositories listed
• Active Adversarial Domain Adaptation
  16 Apr 2019 0 repositories listed
• Exploring Representativeness and Informativeness for Active Learning
  14 Apr 2019 0 repositories listed
• Robust and Discriminative Labeling for Multi-label Active Learning Based on Maximum Correntropy Criterion
  14 Apr 2019 0 repositories listed
• Detecting Repeating Objects using Patch Correlation Analysis
  11 Apr 2019 0 repositories listed
• Active Multi-Kernel Domain Adaptation for Hyperspectral Image Classification
  10 Apr 2019 0 repositories listed
• BAOD: Budget-Aware Object Detection
  10 Apr 2019 0 repositories listed
• Context-Aware Query Selection for Active Learning in Event Recognition
  9 Apr 2019 0 repositories listed
• Generalized active learning and design of statistical experiments for manifold-valued data
  8 Apr 2019 0 repositories listed
• Active Transfer Learning Network: A Unified Deep Joint Spectral-Spatial Feature Learning Model For Hyperspectral Image Classification
  4 Apr 2019 0 repositories listed
• Empirical Evaluations of Active Learning Strategies in Legal Document Review
  3 Apr 2019 0 repositories listed
• Active Learning for Network Intrusion Detection
  2 Apr 2019 0 repositories listed
• Sequential Adaptive Design for Jump Regression Estimation
  2 Apr 2019 0 repositories listed
• Active Multi-Information Source Bayesian Quadrature
  27 Mar 2019 0 repositories listed
• Active Stacking for Heart Rate Estimation
  26 Mar 2019 0 repositories listed
• Privacy-preserving Active Learning on Sensitive Data for User Intent Classification
  26 Mar 2019 0 repositories listed
• Learning Personalized Thermal Preferences via Bayesian Active Learning with Unimodality Constraints
  21 Mar 2019 0 repositories listed
• Augmented Memory Networks for Streaming-Based Active One-Shot Learning
  20 Mar 2019 0 repositories listed
• Explanation-Based Attention for Semi-Supervised Deep Active Learning
  20 Mar 2019 0 repositories listed
• Active learning for enumerating local minima based on Gaussian process derivatives
  8 Mar 2019 0 repositories listed
• Active and Semi-Supervised Learning in ASR: Benefits on the Acoustic and Language Models
  7 Mar 2019 0 repositories listed
• Active Scene Learning
  7 Mar 2019 0 repositories listed
• Active Transfer Learning for Persian Offline Signature Verification
  28 Feb 2019 0 repositories listed
• Lipschitz Adaptivity with Multiple Learning Rates in Online Learning
  27 Feb 2019 0 repositories listed
• Local Function Complexity for Active Learning via Mixture of Gaussian Processes
  27 Feb 2019 0 repositories listed
• The Importance of Metric Learning for Robotic Vision: Open Set Recognition and Active Learning
  27 Feb 2019 0 repositories listed
• Analyzing Data Selection Techniques with Tools from the Theory of Information Losses
  25 Feb 2019 0 repositories listed
• Information Losses in Neural Classifiers from Sampling
  15 Feb 2019 0 repositories listed
• K-nn active learning under local smoothness condition
  8 Feb 2019 0 repositories listed
• Active Learning for High-Dimensional Binary Features
  5 Feb 2019 0 repositories listed
• Bayesian semi-supervised learning for uncertainty-calibrated prediction of molecular properties and active learning
  3 Feb 2019 0 repositories listed
• Active learning for binary classification with variable selection
  29 Jan 2019 0 repositories listed
• Deep Active Learning for Efficient Training of a LiDAR 3D Object Detector
  29 Jan 2019 0 repositories listed
• Limitations of Assessing Active Learning Performance at Runtime
  29 Jan 2019 0 repositories listed
• Stopping Active Learning based on Predicted Change of F Measure for Text Classification
  26 Jan 2019 0 repositories listed
• The Use of Unlabeled Data versus Labeled Data for Stopping Active Learning for Text Classification
  26 Jan 2019 0 repositories listed
• Cascade Submodular Maximization: Question Selection and Sequencing in Online Personality Quiz
  23 Jan 2019 0 repositories listed
• What does the free energy principle tell us about the brain?
  23 Jan 2019 0 repositories listed
• Diverse mini-batch Active Learning
  17 Jan 2019 0 repositories listed
• Active Learning for One-Class Classification Using Two One-Class Classifiers
  10 Jan 2019 0 repositories listed
• Guess What's on my Screen? Clustering Smartphone Screenshots with Active Learning
  9 Jan 2019 0 repositories listed
• Efforts estimation of doctors annotating medical image
  6 Jan 2019 0 repositories listed
• Active Learning with TensorBoard Projector
  3 Jan 2019 0 repositories listed
• An Active Learning Framework for Efficient Robust Policy Search
  1 Jan 2019 0 repositories listed
• Weakly Supervised Active Learning with Cluster Annotation
  31 Dec 2018 0 repositories listed
• A General Approach to Domain Adaptation with Applications in Astronomy
  20 Dec 2018 0 repositories listed
• Active Learning and CSI Acquisition for mmWave Initial Alignment
  19 Dec 2018 0 repositories listed
• Machine Learning for Molecular Dynamics on Long Timescales
  18 Dec 2018 0 repositories listed
• Molecular Dynamics with Neural-Network Potentials
  18 Dec 2018 0 repositories listed
• Deep Active Learning for Video-based Person Re-identification
  14 Dec 2018 0 repositories listed
• SMART: An Open Source Data Labeling Platform for Supervised Learning
  11 Dec 2018 0 repositories listed
• Improving Model-Based Control and Active Exploration with Reconstruction Uncertainty Optimization
  10 Dec 2018 0 repositories listed
• Active Learning Methods based on Statistical Leverage Scores
  6 Dec 2018 0 repositories listed
• Crowd Sourcing based Active Learning Approach for Parking Sign Recognition
  3 Dec 2018 0 repositories listed
• Explore-Exploit: A Framework for Interactive and Online Learning
  1 Dec 2018 0 repositories listed
• Interactive Structure Learning with Structural Query-by-Committee
  1 Dec 2018 0 repositories listed
• Active Learning in Recommendation Systems with Multi-level User Preferences
  30 Nov 2018 0 repositories listed
• Are All Training Examples Created Equal? An Empirical Study
  30 Nov 2018 0 repositories listed
• The Relevance of Bayesian Layer Positioning to Model Uncertainty in Deep Bayesian Active Learning
  29 Nov 2018 0 repositories listed
• HS²: Active Learning over Hypergraphs
  25 Nov 2018 0 repositories listed
• Physics-Informed CoKriging: A Gaussian-Process-Regression-Based Multifidelity Method for Data-Model Convergence
  24 Nov 2018 0 repositories listed
• Robust Active Learning for Electrocardiographic Signal Classification
  21 Nov 2018 0 repositories listed
• Computer-Assisted Fraud Detection, From Active Learning to Reward Maximization
  20 Nov 2018 0 repositories listed
• SHINRA: Structuring Wikipedia by Collaborative Contribution
  17 Nov 2018 0 repositories listed
• Deep Ensemble Bayesian Active Learning : Addressing the Mode Collapse issue in Monte Carlo dropout via Ensembles
  9 Nov 2018 0 repositories listed
• Active Learning using Deep Bayesian Networks for Surgical Workflow Analysis
  8 Nov 2018 0 repositories listed
• Large-Scale Visual Active Learning with Deep Probabilistic Ensembles
  8 Nov 2018 0 repositories listed
• Deep Probabilistic Ensembles: Approximate Variational Inference through KL Regularization
  6 Nov 2018 0 repositories listed
• Active Deep Learning Attacks under Strict Rate Limitations for Online API Calls
  5 Nov 2018 0 repositories listed
• Exploring Connections Between Active Learning and Model Extraction
  5 Nov 2018 0 repositories listed
• APLenty: annotation tool for creating high-quality datasets using active and proactive learning
  1 Nov 2018 0 repositories listed
• FrameIt: Ontology Discovery for Noisy User-Generated Text
  1 Nov 2018 0 repositories listed
• Work Smart - Reducing Effort in Short-Answer Grading
  1 Nov 2018 0 repositories listed
• Active Learning of Uniformly Accurate Inter-atomic Potentials for Materials Simulation
  28 Oct 2018 0 repositories listed
• CEREALS - Cost-Effective REgion-based Active Learning for Semantic Segmentation
  23 Oct 2018 0 repositories listed
• Prediction of Atomization Energy Using Graph Kernel and Active Learning
  16 Oct 2018 0 repositories listed
• Incremental Deep Learning for Robust Object Detection in Unknown Cluttered Environments
  13 Oct 2018 0 repositories listed
• Learning a Set of Interrelated Tasks by Using Sequences of Motor Policies for a Strategic Intrinsically Motivated Learner
  11 Oct 2018 0 repositories listed
• Active Learning for New Domains in Natural Language Understanding
  3 Oct 2018 0 repositories listed
• Auto-Dialabel: Labeling Dialogue Data with Unsupervised Learning
  1 Oct 2018 0 repositories listed
• Learning to Actively Learn Neural Machine Translation
  1 Oct 2018 0 repositories listed
• Visual Supervision in Bootstrapped Information Extraction
  1 Oct 2018 0 repositories listed
• Dynamic Ensemble Active Learning: A Non-Stationary Bandit with Expert Advice
  29 Sep 2018 0 repositories listed
• Target-Independent Active Learning via Distribution-Splitting
  28 Sep 2018 0 repositories listed
• A novel active learning framework for classification: using weighted rank aggregation to achieve multiple query criteria
  27 Sep 2018 0 repositories listed