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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 17 of 31: papers 1,601 to 1,700 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.

• Hybrid Active Learning via Deep Clustering for Video Action Detection
  1 Jan 2023 0 repositories listed
• MHPL: Minimum Happy Points Learning for Active Source Free Domain Adaptation
  1 Jan 2023 0 repositories listed
• DiRaC-I: Identifying Diverse and Rare Training Classes for Zero-Shot Learning
  31 Dec 2022 0 repositories listed
• Deep Active Learning Using Barlow Twins
  30 Dec 2022 0 repositories listed
• Label-Efficient Interactive Time-Series Anomaly Detection
  30 Dec 2022 0 repositories listed
• Adversarial Virtual Exemplar Learning for Label-Frugal Satellite Image Change Detection
  28 Dec 2022 0 repositories listed
• Curator: Creating Large-Scale Curated Labelled Datasets using Self-Supervised Learning
  28 Dec 2022 0 repositories listed
• Gaussian Process Classification Bandits
  26 Dec 2022 0 repositories listed
• Online Active Learning for Soft Sensor Development using Semi-Supervised Autoencoders
  26 Dec 2022 0 repositories listed
• Towards Rapid Prototyping and Comparability in Active Learning for Deep Object Detection
  21 Dec 2022 0 repositories listed
• Smooth Sailing: Improving Active Learning for Pre-trained Language Models with Representation Smoothness Analysis
  20 Dec 2022 0 repositories listed
• Temporal Output Discrepancy for Loss Estimation-based Active Learning
  20 Dec 2022 0 repositories listed
• The Infinite Index: Information Retrieval on Generative Text-To-Image Models
  14 Dec 2022 0 repositories listed
• THMA: Tencent HD Map AI System for Creating HD Map Annotations
  14 Dec 2022 0 repositories listed
• ALRt: An Active Learning Framework for Irregularly Sampled Temporal Data
  13 Dec 2022 0 repositories listed
• Pixel is All You Need: Adversarial Trajectory-Ensemble Active Learning for Salient Object Detection
  13 Dec 2022 0 repositories listed
• An adaptive human-in-the-loop approach to emission detection of Additive Manufacturing processes and active learning with computer vision
  12 Dec 2022 0 repositories listed
• MAViC: Multimodal Active Learning for Video Captioning
  11 Dec 2022 0 repositories listed
• Predicting article quality scores with machine learning: The UK Research Excellence Framework
  11 Dec 2022 0 repositories listed
• Frugal Reinforcement-based Active Learning
  9 Dec 2022 0 repositories listed
• Evaluating Zero-cost Active Learning for Object Detection
  8 Dec 2022 0 repositories listed
• General multi-fidelity surrogate models: Framework and active learning strategies for efficient rare event simulation
  7 Dec 2022 0 repositories listed
• Learn to Explore: on Bootstrapping Interactive Data Exploration with Meta-learning
  7 Dec 2022 0 repositories listed
• Active learning using adaptable task-based prioritisation
  3 Dec 2022 0 repositories listed
• AL-iGAN: An Active Learning Framework for Tunnel Geological Reconstruction Based on TBM Operational Data
  2 Dec 2022 0 repositories listed
• Deep Active Learning for Multi-Label Classification of Remote Sensing Images
  2 Dec 2022 0 repositories listed
• SMARTQUERY: An Active Learning Framework for Graph Neural Networks through Hybrid Uncertainty Reduction
  2 Dec 2022 0 repositories listed
• Margin-based sampling in high dimensions: When being active is less efficient than staying passive
  1 Dec 2022 0 repositories listed
• ALARM: Active LeArning of Rowhammer Mitigations
  30 Nov 2022 0 repositories listed
• An Empirical Study on the Efficacy of Deep Active Learning for Image Classification
  30 Nov 2022 0 repositories listed
• Autonomous Assessment of Demonstration Sufficiency via Bayesian Inverse Reinforcement Learning
  28 Nov 2022 0 repositories listed
• Deep Active Learning for Computer Vision: Past and Future
  27 Nov 2022 0 repositories listed
• Looking at the posterior: accuracy and uncertainty of neural-network predictions
  26 Nov 2022 0 repositories listed
• Responsible Active Learning via Human-in-the-loop Peer Study
  24 Nov 2022 0 repositories listed
• One Class One Click: Quasi Scene-level Weakly Supervised Point Cloud Semantic Segmentation with Active Learning
  23 Nov 2022 0 repositories listed
• Can You Label Less by Using Out-of-Domain Data? Active & Transfer Learning with Few-shot Instructions
  21 Nov 2022 0 repositories listed
• PartAL: Efficient Partial Active Learning in Multi-Task Visual Settings
  21 Nov 2022 0 repositories listed
• A Two-Stage Active Learning Algorithm for k-Nearest Neighbors
  19 Nov 2022 0 repositories listed
• Active Learning by Query by Committee with Robust Divergences
  18 Nov 2022 0 repositories listed
• Active Learning with Expected Error Reduction
  17 Nov 2022 0 repositories listed
• Can Strategic Data Collection Improve the Performance of Poverty Prediction Models?
  16 Nov 2022 0 repositories listed
• An Efficient Active Learning Pipeline for Legal Text Classification
  15 Nov 2022 0 repositories listed
• Artificial intelligence approaches for materials-by-design of energetic materials: state-of-the-art, challenges, and future directions
  15 Nov 2022 0 repositories listed
• ALANNO: An Active Learning Annotation System for Mortals
  11 Nov 2022 0 repositories listed
• Understanding Approximation for Bayesian Inference in Neural Networks
  11 Nov 2022 0 repositories listed
• Active Learning with Tabular Language Models
  8 Nov 2022 0 repositories listed
• Active Relation Discovery: Towards General and Label-aware Open Relation Extraction
  8 Nov 2022 0 repositories listed
• Towards Algorithmic Fairness in Space-Time: Filling in Black Holes
  8 Nov 2022 0 repositories listed
• Improved Adaptive Algorithm for Scalable Active Learning with Weak Labeler
  4 Nov 2022 0 repositories listed
• Fantasizing with Dual GPs in Bayesian Optimization and Active Learning
  2 Nov 2022 0 repositories listed
• Improving Named Entity Recognition in Telephone Conversations via Effective Active Learning with Human in the Loop
  2 Nov 2022 0 repositories listed
• Batch Active Learning from the Perspective of Sparse Approximation
  1 Nov 2022 0 repositories listed
• Consistent Training via Energy-Based GFlowNets for Modeling Discrete Joint Distributions
  1 Nov 2022 0 repositories listed
• Entity Matching by Pool-based Active Learning
  1 Nov 2022 0 repositories listed
• Oracle-guided Contrastive Clustering
  1 Nov 2022 0 repositories listed
• Learning to Detect Interesting Anomalies
  28 Oct 2022 0 repositories listed
• Radically Lower Data-Labeling Costs for Visually Rich Document Extraction Models
  28 Oct 2022 0 repositories listed
• COMET-QE and Active Learning for Low-Resource Machine Translation
  27 Oct 2022 0 repositories listed
• Trust and Believe -- Should We? Evaluating the Trustworthiness of Twitter Users
  27 Oct 2022 0 repositories listed
• Active Learning Framework to Automate NetworkTraffic Classification
  26 Oct 2022 0 repositories listed
• Uncertainty Sentence Sampling by Virtual Adversarial Perturbation
  26 Oct 2022 0 repositories listed
• From colouring-in to pointillism: revisiting semantic segmentation supervision
  25 Oct 2022 0 repositories listed
• Worst-Case Adaptive Submodular Cover
  25 Oct 2022 0 repositories listed
• Active Learning for Single Neuron Models with Lipschitz Non-Linearities
  24 Oct 2022 0 repositories listed
• Active Learning of Discrete-Time Dynamics for Uncertainty-Aware Model Predictive Control
  23 Oct 2022 0 repositories listed
• Batch Multi-Fidelity Active Learning with Budget Constraints
  23 Oct 2022 0 repositories listed
• Learning General World Models in a Handful of Reward-Free Deployments
  23 Oct 2022 0 repositories listed
• Uncertainty Disentanglement with Non-stationary Heteroscedastic Gaussian Processes for Active Learning
  20 Oct 2022 0 repositories listed
• Active Learning for Imbalanced Civil Infrastructure Data
  19 Oct 2022 0 repositories listed
• Virtual Reality via Object Pose Estimation and Active Learning: Realizing Telepresence Robots with Aerial Manipulation Capabilities
  18 Oct 2022 0 repositories listed
• ISEE.U: Distributed online active target localization with unpredictable targets
  17 Oct 2022 0 repositories listed
• Semantic Segmentation with Active Semi-Supervised Representation Learning
  16 Oct 2022 0 repositories listed
• Active Learning with Neural Networks: Insights from Nonparametric Statistics
  15 Oct 2022 0 repositories listed
• Improving the Intra-class Long-tail in 3D Detection via Rare Example Mining
  15 Oct 2022 0 repositories listed
• Geometric Active Learning for Segmentation of Large 3D Volumes
  13 Oct 2022 0 repositories listed
• JuryGCN: Quantifying Jackknife Uncertainty on Graph Convolutional Networks
  12 Oct 2022 0 repositories listed
• Deep Active Ensemble Sampling For Image Classification
  11 Oct 2022 0 repositories listed
• The Unreasonable Effectiveness of Fully-Connected Layers for Low-Data Regimes
  11 Oct 2022 0 repositories listed
• Few-Shot Continual Active Learning by a Robot
  9 Oct 2022 0 repositories listed
• PropertyDAG: Multi-objective Bayesian optimization of partially ordered, mixed-variable properties for biological sequence design
  8 Oct 2022 0 repositories listed
• Is margin all you need? An extensive empirical study of active learning on tabular data
  7 Oct 2022 0 repositories listed
• Active Learning for Regression with Aggregated Outputs
  4 Oct 2022 0 repositories listed
• CLINICAL: Targeted Active Learning for Imbalanced Medical Image Classification
  4 Oct 2022 0 repositories listed
• DIAGNOSE: Avoiding Out-of-distribution Data using Submodular Information Measures
  4 Oct 2022 0 repositories listed
• Robust Active Distillation
  3 Oct 2022 0 repositories listed
• Improving Generative Flow Networks with Path Regularization
  29 Sep 2022 0 repositories listed
• Active Transfer Prototypical Network: An Efficient Labeling Algorithm for Time-Series Data
  28 Sep 2022 0 repositories listed
• Active Few-Shot Classification: a New Paradigm for Data-Scarce Learning Settings
  23 Sep 2022 0 repositories listed
• From Weakly Supervised Learning to Active Learning
  23 Sep 2022 0 repositories listed
• Smart Active Sampling to enhance Quality Assurance Efficiency
  23 Sep 2022 0 repositories listed
• Fair Robust Active Learning by Joint Inconsistency
  22 Sep 2022 0 repositories listed
• Calibrating Ensembles for Scalable Uncertainty Quantification in Deep Learning-based Medical Segmentation
  20 Sep 2022 0 repositories listed
• Predictive Scale-Bridging Simulations through Active Learning
  20 Sep 2022 0 repositories listed
• Probabilistic Dalek -- Emulator framework with probabilistic prediction for supernova tomography
  20 Sep 2022 0 repositories listed
• Comprehensively identifying Long Covid articles with human-in-the-loop machine learning
  16 Sep 2022 0 repositories listed
• Active Self-Training for Weakly Supervised 3D Scene Semantic Segmentation
  15 Sep 2022 0 repositories listed
• Warm Start Active Learning with Proxy Labels & Selection via Semi-Supervised Fine-Tuning
  13 Sep 2022 0 repositories listed
• Active Learning and Novel Model Calibration Measurements for Automated Visual Inspection in Manufacturing
  12 Sep 2022 0 repositories listed
• Boosting Robustness Verification of Semantic Feature Neighborhoods
  12 Sep 2022 0 repositories listed
• Active Learning of Classifiers with Label and Seed Queries
  8 Sep 2022 0 repositories listed