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Meta-Learning

Papers archive 2025-07-28

archive papers tagged: 3,569 · with a code link: 1,408 · where Syntology ran a sample: 420 (353 with a run with no instrument failure, 67 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (420 of 3,569 tagged: 353 with a run with no instrument failure, 67 where every run was a failure of Syntology's instrument)

Page 20 of 36: papers 1,901 to 2,000 of 3,569, 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.

• Improving the performance of weak supervision searches using transfer and meta-learning
  11 Dec 2023 0 repositories listed
• Not All Negatives Are Worth Attending to: Meta-Bootstrapping Negative Sampling Framework for Link Prediction
  8 Dec 2023 0 repositories listed
• Meta-Learned Attribute Self-Interaction Network for Continual and Generalized Zero-Shot Learning
  2 Dec 2023 0 repositories listed
• A Survey on Stability of Learning with Limited Labelled Data and its Sensitivity to the Effects of Randomness
  2 Dec 2023 0 repositories listed
• Interpretable Meta-Learning of Physical Systems
  1 Dec 2023 0 repositories listed
• Scalable Meta-Learning with Gaussian Processes
  1 Dec 2023 0 repositories listed
• How Much Is Hidden in the NAS Benchmarks? Few-Shot Adaptation of a NAS Predictor
  30 Nov 2023 0 repositories listed
• Meta-Prior: Meta learning for Adaptive Inverse Problem Solvers
  30 Nov 2023 0 repositories listed
• MetaDefa: Meta-learning based on Domain Enhancement and Feature Alignment for Single Domain Generalization
  27 Nov 2023 0 repositories listed
• KOPPA: Improving Prompt-based Continual Learning with Key-Query Orthogonal Projection and Prototype-based One-Versus-All
  26 Nov 2023 0 repositories listed
• Enhancing Peak Assignment in 13C NMR Spectroscopy: A Novel Approach Using Multimodal Alignment
  23 Nov 2023 0 repositories listed
• Task-Distributionally Robust Data-Free Meta-Learning
  23 Nov 2023 0 repositories listed
• Exploring Graph Classification Techniques Under Low Data Constraints: A Comprehensive Study
  21 Nov 2023 0 repositories listed
• Decoupled DETR For Few-shot Object Detection
  20 Nov 2023 0 repositories listed
• Unraveling the Control Engineer's Craft with Neural Networks
  20 Nov 2023 0 repositories listed
• LifeLearner: Hardware-Aware Meta Continual Learning System for Embedded Computing Platforms
  19 Nov 2023 0 repositories listed
• On the Communication Complexity of Decentralized Bilevel Optimization
  19 Nov 2023 0 repositories listed
• Meta-DSP: A Meta-Learning Approach for Data-Driven Nonlinear Compensation in High-Speed Optical Fiber Systems
  17 Nov 2023 0 repositories listed
• Adaptive Optimization Algorithms for Machine Learning
  16 Nov 2023 0 repositories listed
• Data-Efficient Task Generalization via Probabilistic Model-based Meta Reinforcement Learning
  13 Nov 2023 0 repositories listed
• Chain of Thought with Explicit Evidence Reasoning for Few-shot Relation Extraction
  10 Nov 2023 0 repositories listed
• Meta-learning of semi-supervised learning from tasks with heterogeneous attribute spaces
  9 Nov 2023 0 repositories listed
• When Meta-Learning Meets Online and Continual Learning: A Survey
  9 Nov 2023 0 repositories listed
• Towards Few-Annotation Learning in Computer Vision: Application to Image Classification and Object Detection tasks
  8 Nov 2023 0 repositories listed
• Learning to Learn for Few-shot Continual Active Learning
  7 Nov 2023 0 repositories listed
• Exploring Active Learning in Meta-Learning: Enhancing Context Set Labeling
  6 Nov 2023 0 repositories listed
• Successive Model-Agnostic Meta-Learning for Few-Shot Fault Time Series Prognosis
  4 Nov 2023 0 repositories listed
• Low-Resource Named Entity Recognition: Can One-vs-All AUC Maximization Help?
  2 Nov 2023 0 repositories listed
• On Task-personalized Multimodal Few-shot Learning for Visually-rich Document Entity Retrieval
  1 Nov 2023 0 repositories listed
• Investigating Relative Performance of Transfer and Meta Learning
  31 Oct 2023 0 repositories listed
• Meta Learning for Multi-View Visuomotor Systems
  31 Oct 2023 0 repositories listed
• STDA-Meta: A Meta-Learning Framework for Few-Shot Traffic Prediction
  31 Oct 2023 0 repositories listed
• A Survey on Knowledge Editing of Neural Networks
  30 Oct 2023 0 repositories listed
• Generative Neural Fields by Mixtures of Neural Implicit Functions
  30 Oct 2023 0 repositories listed
• Meta-Learning Strategies through Value Maximization in Neural Networks
  30 Oct 2023 0 repositories listed
• Hyperbolic Graph Neural Networks at Scale: A Meta Learning Approach
  29 Oct 2023 0 repositories listed Syntology 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 6 harvested samples) · 6 pointer-only (licence)
• On Training Implicit Meta-Learning With Applications to Inductive Weighing in Consistency Regularization
  28 Oct 2023 0 repositories listed
• Contextual Stochastic Bilevel Optimization
  27 Oct 2023 0 repositories listed
• CosmosDSR -- a methodology for automated detection and tracking of orbital debris using the Unscented Kalman Filter
  26 Oct 2023 0 repositories listed
• Amortised Inference in Neural Networks for Small-Scale Probabilistic Meta-Learning
  24 Oct 2023 0 repositories listed
• Knowledge-driven Meta-learning for CSI Feedback
  24 Oct 2023 0 repositories listed
• Bayesian Active Learning in the Presence of Nuisance Parameters
  23 Oct 2023 0 repositories listed
• Meta-learning of Physics-informed Neural Networks for Efficiently Solving Newly Given PDEs
  20 Oct 2023 0 repositories listed
• Towards Subject Agnostic Affective Emotion Recognition
  20 Oct 2023 0 repositories listed
• Dynamic Link Prediction for New Nodes in Temporal Graph Networks
  15 Oct 2023 0 repositories listed
• Hypernetwork-based Meta-Learning for Low-Rank Physics-Informed Neural Networks
  14 Oct 2023 0 repositories listed
• Disentangled Latent Spaces Facilitate Data-Driven Auxiliary Learning
  13 Oct 2023 0 repositories listed
• Federated Meta-Learning for Few-Shot Fault Diagnosis with Representation Encoding
  13 Oct 2023 0 repositories listed
• In-Context Learning for Few-Shot Molecular Property Prediction
  13 Oct 2023 0 repositories listed
• Reset It and Forget It: Relearning Last-Layer Weights Improves Continual and Transfer Learning
  12 Oct 2023 0 repositories listed
• Domain Generalization Guided by Gradient Signal to Noise Ratio of Parameters
  11 Oct 2023 0 repositories listed
• Federated Multi-Level Optimization over Decentralized Networks
  10 Oct 2023 0 repositories listed
• A Meta-Learning Perspective on Transformers for Causal Language Modeling
  9 Oct 2023 0 repositories listed
• Cost-Sensitive Best Subset Selection for Logistic Regression: A Mixed-Integer Conic Optimization Perspective
  9 Oct 2023 0 repositories listed
• Early Warning Prediction with Automatic Labeling in Epilepsy Patients
  9 Oct 2023 0 repositories listed
• Task Aware Modulation using Representation Learning: An Approach for Few Shot Learning in Environmental Systems
  7 Oct 2023 0 repositories listed
• RTDK-BO: High Dimensional Bayesian Optimization with Reinforced Transformer Deep kernels
  5 Oct 2023 0 repositories listed
• Federated Conditional Stochastic Optimization
  4 Oct 2023 0 repositories listed
• SHOT: Suppressing the Hessian along the Optimization Trajectory for Gradient-Based Meta-Learning
  4 Oct 2023 0 repositories listed
• A Simple Yet Effective Strategy to Robustify the Meta Learning Paradigm
  1 Oct 2023 0 repositories listed
• Generative Semi-supervised Learning with Meta-Optimized Synthetic Samples
  28 Sep 2023 0 repositories listed
• Cold & Warm Net: Addressing Cold-Start Users in Recommender Systems
  27 Sep 2023 0 repositories listed
• SAVME: Efficient Safety Validation for Autonomous Systems Using Meta-Learning
  21 Sep 2023 0 repositories listed
• Semi-Supervised Variational Inference over Nonlinear Channels
  21 Sep 2023 0 repositories listed
• A Systematic Review of Few-Shot Learning in Medical Imaging
  20 Sep 2023 0 repositories listed
• AutoSynth: Learning to Generate 3D Training Data for Object Point Cloud Registration
  20 Sep 2023 0 repositories listed
• Causality-Driven One-Shot Learning for Prostate Cancer Grading from MRI
  19 Sep 2023 0 repositories listed
• MAD: Meta Adversarial Defense Benchmark
  18 Sep 2023 0 repositories listed
• MVP: Meta Visual Prompt Tuning for Few-Shot Remote Sensing Image Scene Classification
  17 Sep 2023 0 repositories listed
• Generalizable Neural Fields as Partially Observed Neural Processes
  13 Sep 2023 0 repositories listed
• BatMan-CLR: Making Few-shots Meta-Learners Resilient Against Label Noise
  12 Sep 2023 0 repositories listed
• Convergence of Gradient-based MAML in LQR
  12 Sep 2023 0 repositories listed
• A supervised generative optimization approach for tabular data
  10 Sep 2023 0 repositories listed
• Retrieval-Augmented Meta Learning for Low-Resource Text Classification
  10 Sep 2023 0 repositories listed
• Generalized Cross-domain Multi-label Few-shot Learning for Chest X-rays
  8 Sep 2023 0 repositories listed
• Towards General and Efficient Online Tuning for Spark
  5 Sep 2023 0 repositories listed
• Adaptive Resource Allocation for Virtualized Base Stations in O-RAN with Online Learning
  4 Sep 2023 0 repositories listed
• Interactive Graph Convolutional Filtering
  4 Sep 2023 0 repositories listed
• Test-Time Adaptation for Point Cloud Upsampling Using Meta-Learning
  31 Aug 2023 0 repositories listed
• Everything Perturbed All at Once: Enabling Differentiable Graph Attacks
  29 Aug 2023 0 repositories listed
• Meta-learning for model-reference data-driven control
  29 Aug 2023 0 repositories listed
• Bayesian-Boosted MetaLoc: Efficient Training and Guaranteed Generalization for Indoor Localization
  28 Aug 2023 0 repositories listed
• Unleash Model Potential: Bootstrapped Meta Self-supervised Learning
  28 Aug 2023 0 repositories listed
• FAM: fast adaptive federated meta-learning
  26 Aug 2023 0 repositories listed
• The intersection of video capsule endoscopy and artificial intelligence: addressing unique challenges using machine learning
  24 Aug 2023 0 repositories listed
• An Entropy-Awareness Meta-Learning Method for SAR Open-Set ATR
  20 Aug 2023 0 repositories listed
• HyperLoRA for PDEs
  18 Aug 2023 0 repositories listed
• Meta-ZSDETR: Zero-shot DETR with Meta-learning
  18 Aug 2023 0 repositories listed
• Embracing assay heterogeneity with neural processes for markedly improved bioactivity predictions
  17 Aug 2023 0 repositories listed
• META-SELD: Meta-Learning for Fast Adaptation to the new environment in Sound Event Localization and Detection
  17 Aug 2023 0 repositories listed
• Is Meta-Learning the Right Approach for the Cold-Start Problem in Recommender Systems?
  16 Aug 2023 0 repositories listed
• An Adaptive Approach for Probabilistic Wind Power Forecasting Based on Meta-Learning
  15 Aug 2023 0 repositories listed
• Dual Meta-Learning with Longitudinally Generalized Regularization for One-Shot Brain Tissue Segmentation Across the Human Lifespan
  13 Aug 2023 0 repositories listed
• Bayesian Meta-Learning on Control Barrier Functions with Data from On-Board Sensors
  10 Aug 2023 0 repositories listed
• Cross-heterogeneity Graph Few-shot Learning
  10 Aug 2023 0 repositories listed
• Sample-Efficient Linear Representation Learning from Non-IID Non-Isotropic Data
  8 Aug 2023 0 repositories listed
• A Meta-learning based Stacked Regression Approach for Customer Lifetime Value Prediction
  7 Aug 2023 0 repositories listed
• Extension of Transformational Machine Learning: Classification Problems
  7 Aug 2023 0 repositories listed
• DaMSTF: Domain Adversarial Learning Enhanced Meta Self-Training for Domain Adaptation
  5 Aug 2023 0 repositories listed Syntology 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 7 harvested samples)
• Meta-learning in healthcare: A survey
  5 Aug 2023 0 repositories listed

Syntology lines on 2 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.