Browse State-of-the-Art › Active Learning › Papers, page 23

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 23 of 31: papers 2,201 to 2,300 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.

• A Smart System to Generate and Validate Question Answer Pairs for COVID-19 Literature
  1 Nov 2020 0 repositories listed
• Active Learning Approaches to Enhancing Neural Machine Translation
  1 Nov 2020 0 repositories listed
• Textual Data Augmentation for Efficient Active Learning on Tiny Datasets
  1 Nov 2020 0 repositories listed
• Uncertainty and Traffic-Aware Active Learning for Semantic Parsing
  1 Nov 2020 0 repositories listed
• When Contrastive Learning Meets Active Learning: A Novel Graph Active Learning Paradigm with Self-Supervision
  30 Oct 2020 0 repositories listed
• Learning to Actively Learn: A Robust Approach
  29 Oct 2020 0 repositories listed
• PAL : Pretext-based Active Learning
  29 Oct 2020 0 repositories listed
• Active Learning for Noisy Data Streams Using Weak and Strong Labelers
  27 Oct 2020 0 repositories listed
• Graph-based Reinforcement Learning for Active Learning in Real Time: An Application in Modeling River Networks
  27 Oct 2020 0 repositories listed
• What can be learned from satisfaction assessments?
  26 Oct 2020 0 repositories listed
• A Survey on Curriculum Learning
  25 Oct 2020 0 repositories listed
• Improving Classification through Weak Supervision in Context-specific Conversational Agent Development for Teacher Education
  23 Oct 2020 0 repositories listed
• Pool-based sequential active learning with multi kernels
  22 Oct 2020 0 repositories listed
• Robot Design With Neural Networks, MILP Solvers and Active Learning
  19 Oct 2020 0 repositories listed
• Exploiting Context for Robustness to Label Noise in Active Learning
  18 Oct 2020 0 repositories listed
• ALdataset: a benchmark for pool-based active learning
  16 Oct 2020 0 repositories listed
• On the Utility of Active Instance Selection for Few-Shot Learning
  16 Oct 2020 0 repositories listed
• ReGAL: Rule-Generative Active Learning for Model-in-the-Loop Weak Supervision
  16 Oct 2020 0 repositories listed
• On the Importance of Adaptive Data Collection for Extremely Imbalanced Pairwise Tasks
  15 Oct 2020 0 repositories listed
• Robust Active Learning Strategies for Model Variability
  15 Oct 2020 0 repositories listed
• Uncertainty Based Active Learning Strategy for Interactive Weakly Supervised Learning through Data Programming
  15 Oct 2020 0 repositories listed
• Identifying Wrongly Predicted Samples: A Method for Active Learning
  14 Oct 2020 0 repositories listed
• Meta-Active Learning for Node Response Prediction in Graphs
  12 Oct 2020 0 repositories listed
• Pre-trained Language Model Based Active Learning for Sentence Matching
  12 Oct 2020 0 repositories listed
• Zero-shot Active Learning with Topological Clustering for Multiclass Classification
  10 Oct 2020 0 repositories listed
• Model Exploration with Cost-Aware Learning
  9 Oct 2020 0 repositories listed
• DART: A Lightweight Quality-Suggestive Data-to-Text Annotation Tool
  8 Oct 2020 0 repositories listed
• Instance-Dependent Complexity of Contextual Bandits and Reinforcement Learning: A Disagreement-Based Perspective
  7 Oct 2020 0 repositories listed
• MetaBox+: A new Region Based Active Learning Method for Semantic Segmentation using Priority Maps
  5 Oct 2020 0 repositories listed
• Data-efficient Online Classification with Siamese Networks and Active Learning
  4 Oct 2020 0 repositories listed
• Gaussian Process Molecule Property Prediction with FlowMO
  2 Oct 2020 0 repositories listed
• Ask-n-Learn: Active Learning via Reliable Gradient Representations for Image Classification
  30 Sep 2020 0 repositories listed
• Experimental Design for Overparameterized Learning with Application to Single Shot Deep Active Learning
  27 Sep 2020 0 repositories listed
• Online Learning of Non-Markovian Reward Models
  26 Sep 2020 0 repositories listed
• ALICE: Active Learning with Contrastive Natural Language Explanations
  22 Sep 2020 0 repositories listed
• Model-Centric and Data-Centric Aspects of Active Learning for Deep Neural Networks
  22 Sep 2020 0 repositories listed
• DISPATCH: Design Space Exploration of Cyber-Physical Systems
  21 Sep 2020 0 repositories listed
• Active Learning for Product Type Ontology Enhancement in E-commerce
  19 Sep 2020 0 repositories listed
• Mean-Variance Analysis in Bayesian Optimization under Uncertainty
  17 Sep 2020 0 repositories listed
• Beyond Accuracy: ROI-driven Data Analytics of Empirical Data
  14 Sep 2020 0 repositories listed
• On Computability, Learnability and Extractability of Finite State Machines from Recurrent Neural Networks
  10 Sep 2020 0 repositories listed
• Semi-Supervised Active Learning for COVID-19 Lung Ultrasound Multi-symptom Classification
  9 Sep 2020 0 repositories listed
• Active deep learning method for the discovery of objects of interest in large spectroscopic surveys
  7 Sep 2020 0 repositories listed
• Active Learning of Causal Structures with Deep Reinforcement Learning
  7 Sep 2020 0 repositories listed
• Active Learning++: Incorporating Annotator's Rationale using Local Model Explanation
  6 Sep 2020 0 repositories listed
• A Wholistic View of Continual Learning with Deep Neural Networks: Forgotten Lessons and the Bridge to Active and Open World Learning
  3 Sep 2020 0 repositories listed
• Accelerating engineering design by automatic selection of simulation cases through Pool-Based Active Learning
  3 Sep 2020 0 repositories listed
• ALEX: Active Learning based Enhancement of a Model's Explainability
  2 Sep 2020 0 repositories listed
• Active Deep Densely Connected Convolutional Network for Hyperspectral Image Classification
  1 Sep 2020 0 repositories listed
• Wireless for Machine Learning
  31 Aug 2020 0 repositories listed
• Cost-Quality Adaptive Active Learning for Chinese Clinical Named Entity Recognition
  28 Aug 2020 0 repositories listed
• Mask-guided sample selection for Semi-Supervised Instance Segmentation
  25 Aug 2020 0 repositories listed
• Active learning of deep surrogates for PDEs: Application to metasurface design
  24 Aug 2020 0 repositories listed
• Probabilistic Deep Learning for Instance Segmentation
  24 Aug 2020 0 repositories listed
• What am I allowed to do here?: Online Learning of Context-Specific Norms by Pepper
  22 Aug 2020 0 repositories listed
• Analysis of Social Robotic Navigation approaches: CNN Encoder and Incremental Learning as an alternative to Deep Reinforcement Learning
  18 Aug 2020 0 repositories listed
• A Survey of Active Learning for Text Classification using Deep Neural Networks
  17 Aug 2020 0 repositories listed
• A New Perspective on Pool-Based Active Classification and False-Discovery Control
  14 Aug 2020 0 repositories listed
• Online Graph Completion: Multivariate Signal Recovery in Computer Vision
  12 Aug 2020 0 repositories listed
• Deep Active Learning with Crowdsourcing Data for Privacy Policy Classification
  7 Aug 2020 0 repositories listed
• Cross-Model Image Annotation Platform with Active Learning
  6 Aug 2020 0 repositories listed
• Importance of Self-Consistency in Active Learning for Semantic Segmentation
  4 Aug 2020 0 repositories listed
• Dual Adversarial Network for Deep Active Learning
  1 Aug 2020 0 repositories listed
• Two Stream Active Query Suggestion for Active Learning in Connectomics
  1 Aug 2020 0 repositories listed
• Weight Decay Scheduling and Knowledge Distillation for Active Learning
  1 Aug 2020 0 repositories listed
• Learning to Rank for Active Learning: A Listwise Approach
  31 Jul 2020 0 repositories listed
• Is there something I'm missing? Topic Modeling in eDiscovery
  30 Jul 2020 0 repositories listed
• On Deep Unsupervised Active Learning
  28 Jul 2020 0 repositories listed
• Active Learning for Video Description With Cluster-Regularized Ensemble Ranking
  27 Jul 2020 0 repositories listed
• Deep Active Learning for Solvability Prediction in Power Systems
  27 Jul 2020 0 repositories listed
• Fast active learning for pure exploration in reinforcement learning
  27 Jul 2020 0 repositories listed
• Deep Active Learning by Model Interpretability
  23 Jul 2020 0 repositories listed
• Efficient Graph-Based Active Learning with Probit Likelihood via Gaussian Approximations
  21 Jul 2020 0 repositories listed
• Toward Machine-Guided, Human-Initiated Explanatory Interactive Learning
  20 Jul 2020 0 repositories listed
• Active Learning under Label Shift
  16 Jul 2020 0 repositories listed
• Advances in Deep Learning for Hyperspectral Image Analysis--Addressing Challenges Arising in Practical Imaging Scenarios
  16 Jul 2020 0 repositories listed
• Active Crowd Counting with Limited Supervision
  13 Jul 2020 0 repositories listed
• Active Learning on Attributed Graphs via Graph Cognizant Logistic Regression and Preemptive Query Generation
  9 Jul 2020 0 repositories listed
• Few Is Enough: Task-Augmented Active Meta-Learning for Brain Cell Classification
  9 Jul 2020 0 repositories listed
• Resource Aware Multifidelity Active Learning for Efficient Optimization
  9 Jul 2020 0 repositories listed
• A Weakly Supervised Region-Based Active Learning Method for COVID-19 Segmentation in CT Images
  7 Jul 2020 0 repositories listed
• Meta-active Learning in Probabilistically-Safe Optimization
  7 Jul 2020 0 repositories listed
• Linear Bandits with Limited Adaptivity and Learning Distributional Optimal Design
  4 Jul 2020 0 repositories listed
• Active learning of timed automata with unobservable resets
  3 Jul 2020 0 repositories listed
• Camouflaged Chinese Spam Content Detection with Semi-supervised Generative Active Learning
  1 Jul 2020 0 repositories listed
• Discovering Knowledge Graph Schema from Short Natural Language Text via Dialog
  1 Jul 2020 0 repositories listed
• Functional MRI applications for psychiatric disease subtyping: a review
  30 Jun 2020 0 repositories listed
• Motor cortex mapping using active gaussian processes
  30 Jun 2020 0 repositories listed
• Sampling from a k-DPP without looking at all items
  30 Jun 2020 0 repositories listed
• Active Ensemble Deep Learning for Polarimetric Synthetic Aperture Radar Image Classification
  29 Jun 2020 0 repositories listed
• Active Finite Reward Automaton Inference and Reinforcement Learning Using Queries and Counterexamples
  28 Jun 2020 0 repositories listed
• Active Learning Pipeline for Brain Mapping in a High Performance Computing Environment
  25 Jun 2020 0 repositories listed
• Practical applications of metric space magnitude and weighting vectors
  24 Jun 2020 0 repositories listed
• Bayesian Quadrature Optimization for Probability Threshold Robustness Measure
  22 Jun 2020 0 repositories listed
• Effective Version Space Reduction for Convolutional Neural Networks
  22 Jun 2020 0 repositories listed
• Boosting Active Learning for Speech Recognition with Noisy Pseudo-labeled Samples
  19 Jun 2020 0 repositories listed
• Active Learning for Nonlinear System Identification with Guarantees
  18 Jun 2020 0 repositories listed
• On the Robustness of Active Learning
  18 Jun 2020 0 repositories listed
• GPIRT: A Gaussian Process Model for Item Response Theory
  17 Jun 2020 0 repositories listed
• Active Imitation Learning from Multiple Non-Deterministic Teachers: Formulation, Challenges, and Algorithms
  14 Jun 2020 0 repositories listed