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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 17 of 36: papers 1,601 to 1,700 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.

• M2I2: Learning Efficient Multi-Agent Communication via Masked State Modeling and Intention Inference
  31 Dec 2024 0 repositories listed
• Transformer-Based Contrastive Meta-Learning For Low-Resource Generalizable Activity Recognition
  28 Dec 2024 0 repositories listed
• Meta-Learning-Based Delayless Subband Adaptive Filter using Complex Self-Attention for Active Noise Control
  27 Dec 2024 0 repositories listed
• Automatic Self-supervised Learning for Social Recommendations
  25 Dec 2024 0 repositories listed
• Learning to Adapt to Low-Resource Paraphrase Generation
  22 Dec 2024 0 repositories listed
• MetaRuleGPT: Recursive Numerical Reasoning of Language Models Trained with Simple Rules
  18 Dec 2024 0 repositories listed
• Learning from Noisy Labels via Self-Taught On-the-Fly Meta Loss Rescaling
  17 Dec 2024 0 repositories listed
• Reservoir Computing for Fast, Simplified Reinforcement Learning on Memory Tasks
  17 Dec 2024 0 repositories listed
• LeARN: Learnable and Adaptive Representations for Nonlinear Dynamics in System Identification
  16 Dec 2024 0 repositories listed
• Memory-Reduced Meta-Learning with Guaranteed Convergence
  16 Dec 2024 0 repositories listed
• Meta Curvature-Aware Minimization for Domain Generalization
  16 Dec 2024 0 repositories listed
• ViSymRe: Vision-guided Multimodal Symbolic Regression
  15 Dec 2024 0 repositories listed
• Label-template based Few-Shot Text Classification with Contrastive Learning
  13 Dec 2024 0 repositories listed
• Three-in-One: Robust Enhanced Universal Transferable Anti-Facial Retrieval in Online Social Networks
  12 Dec 2024 0 repositories listed
• SeFENet: Robust Deep Homography Estimation via Semantic-Driven Feature Enhancement
  9 Dec 2024 0 repositories listed
• Efficient Task Grouping Through Samplewise Optimisation Landscape Analysis
  5 Dec 2024 0 repositories listed
• FedMetaMed: Federated Meta-Learning for Personalized Medication in Distributed Healthcare Systems
  5 Dec 2024 0 repositories listed
• Model-Agnostic Meta-Learning for Fault Diagnosis of Induction Motors in Data-Scarce Environments with Varying Operating Conditions and Electric Drive Noise
  5 Dec 2024 0 repositories listed
• The broader spectrum of in-context learning
  5 Dec 2024 0 repositories listed
• Task-driven Image Fusion with Learnable Fusion Loss
  4 Dec 2024 0 repositories listed
• Efficient Model Compression Techniques with FishLeg
  3 Dec 2024 0 repositories listed
• Learn to Unlearn: Meta-Learning-Based Knowledge Graph Embedding Unlearning
  1 Dec 2024 0 repositories listed
• Meta-learning Loss Functions of Parametric Partial Differential Equations Using Physics-Informed Neural Networks
  29 Nov 2024 0 repositories listed
• QUOTA: Quantifying Objects with Text-to-Image Models for Any Domain
  29 Nov 2024 0 repositories listed
• MetaGraphLoc: A Graph-based Meta-learning Scheme for Indoor Localization via Sensor Fusion
  26 Nov 2024 0 repositories listed
• On the ERM Principle in Meta-Learning
  26 Nov 2024 0 repositories listed
• Material synthesis through simulations guided by machine learning: a position paper
  21 Nov 2024 0 repositories listed
• MetaCropFollow: Few-Shot Adaptation with Meta-Learning for Under-Canopy Navigation
  21 Nov 2024 0 repositories listed
• AdaptAgent: Adapting Multimodal Web Agents with Few-Shot Learning from Human Demonstrations
  20 Nov 2024 0 repositories listed
• MLDGG: Meta-Learning for Domain Generalization on Graphs
  19 Nov 2024 0 repositories listed
• Effective Predictive Modeling for Emergency Department Visits and Evaluating Exogenous Variables Impact: Using Explainable Meta-learning Gradient Boosting
  18 Nov 2024 0 repositories listed
• Electrical Load Forecasting in Smart Grid: A Personalized Federated Learning Approach
  15 Nov 2024 0 repositories listed
• Unlocking Transfer Learning for Open-World Few-Shot Recognition
  15 Nov 2024 0 repositories listed
• Partial Multi-View Clustering via Meta-Learning and Contrastive Feature Alignment
  14 Nov 2024 0 repositories listed
• Towards 3D Semantic Scene Completion for Autonomous Driving: A Meta-Learning Framework Empowered by Deformable Large-Kernel Attention and Mamba Model
  6 Nov 2024 0 repositories listed
• Towards more efficient agricultural practices via transformer-based crop type classification
  4 Nov 2024 0 repositories listed
• Transferable Sequential Recommendation via Vector Quantized Meta Learning
  4 Nov 2024 0 repositories listed
• Meta-Exploiting Frequency Prior for Cross-Domain Few-Shot Learning
  3 Nov 2024 0 repositories listed
• Teaching Models to Improve on Tape
  3 Nov 2024 0 repositories listed
• FEED: Fairness-Enhanced Meta-Learning for Domain Generalization
  2 Nov 2024 0 repositories listed
• MADOD: Generalizing OOD Detection to Unseen Domains via G-Invariance Meta-Learning
  2 Nov 2024 0 repositories listed
• Transfer Learning for Finetuning Large Language Models
  2 Nov 2024 0 repositories listed
• Fast Adaptation with Kernel and Gradient based Meta Leaning
  1 Nov 2024 0 repositories listed
• First, Learn What You Don't Know: Active Information Gathering for Driving at the Limits of Handling
  31 Oct 2024 0 repositories listed
• Progressive Safeguards for Safe and Model-Agnostic Reinforcement Learning
  31 Oct 2024 0 repositories listed
• Hyperparameter Optimization in Machine Learning
  30 Oct 2024 0 repositories listed
• Meta-Learning Adaptable Foundation Models
  29 Oct 2024 0 repositories listed
• Meta-Learning for Speeding Up Large Model Inference in Decentralized Environments
  28 Oct 2024 0 repositories listed
• Few-shot Open Relation Extraction with Gaussian Prototype and Adaptive Margin
  27 Oct 2024 0 repositories listed
• Leveraging Auxiliary Task Relevance for Enhanced Bearing Fault Diagnosis through Curriculum Meta-learning
  27 Oct 2024 0 repositories listed
• Meta-Learning Approaches for Improving Detection of Unseen Speech Deepfakes
  27 Oct 2024 0 repositories listed
• Meta-Learning with Heterogeneous Tasks
  24 Oct 2024 0 repositories listed
• Gradient-Based Meta Learning for Uplink RSMA with Beyond Diagonal RIS
  23 Oct 2024 0 repositories listed
• Meta Stackelberg Game: Robust Federated Learning against Adaptive and Mixed Poisoning Attacks
  22 Oct 2024 0 repositories listed
• Integrated Image-Text Based on Semi-supervised Learning for Small Sample Instance Segmentation
  21 Oct 2024 0 repositories listed
• SSMT: Few-Shot Traffic Forecasting with Single Source Meta-Transfer
  21 Oct 2024 0 repositories listed
• A Communication and Computation Efficient Fully First-order Method for Decentralized Bilevel Optimization
  18 Oct 2024 0 repositories listed
• Electrocardiogram-Language Model for Few-Shot Question Answering with Meta Learning
  18 Oct 2024 0 repositories listed
• Ornstein-Uhlenbeck Adaptation as a Mechanism for Learning in Brains and Machines
  17 Oct 2024 0 repositories listed
• Sample Compression Hypernetworks: From Generalization Bounds to Meta-Learning
  17 Oct 2024 0 repositories listed
• Dynamic Learning Rate for Deep Reinforcement Learning: A Bandit Approach
  16 Oct 2024 0 repositories listed
• Task Consistent Prototype Learning for Incremental Few-shot Semantic Segmentation
  16 Oct 2024 0 repositories listed
• Multi-modal Image and Radio Frequency Fusion for Optimizing Vehicle Positioning
  15 Oct 2024 0 repositories listed
• A Stochastic Approach to Bi-Level Optimization for Hyperparameter Optimization and Meta Learning
  14 Oct 2024 0 repositories listed
• Learning via Surrogate PAC-Bayes
  14 Oct 2024 0 repositories listed
• Meta-Transfer Learning Empowered Temporal Graph Networks for Cross-City Real Estate Appraisal
  11 Oct 2024 0 repositories listed
• Meta-Learning-Driven Adaptive Codebook Design for Near-Field Communications
  10 Oct 2024 0 repositories listed
• Meta-Learning from Learning Curves for Budget-Limited Algorithm Selection
  10 Oct 2024 0 repositories listed
• System 2 Reasoning via Generality and Adaptation
  10 Oct 2024 0 repositories listed
• ConML: A Universal Meta-Learning Framework with Task-Level Contrastive Learning
  8 Oct 2024 0 repositories listed
• Meta-Dynamical State Space Models for Integrative Neural Data Analysis
  7 Oct 2024 0 repositories listed
• A Cross-Lingual Meta-Learning Method Based on Domain Adaptation for Speech Emotion Recognition
  6 Oct 2024 0 repositories listed
• MetaOOD: Automatic Selection of OOD Detection Models
  4 Oct 2024 0 repositories listed Syntology 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples)
• Zebra: In-Context and Generative Pretraining for Solving Parametric PDEs
  4 Oct 2024 0 repositories listed
• Meta-TTT: A Meta-learning Minimax Framework For Test-Time Training
  2 Oct 2024 0 repositories listed
• Reducing Variance in Meta-Learning via Laplace Approximation for Regression Tasks
  2 Oct 2024 0 repositories listed
• Recovering Time-Varying Networks From Single-Cell Data
  1 Oct 2024 0 repositories listed
• Meta Reinforcement Learning Approach for Adaptive Resource Optimization in O-RAN
  30 Sep 2024 0 repositories listed
• Convergence-aware Clustered Federated Graph Learning Framework for Collaborative Inter-company Labor Market Forecasting
  29 Sep 2024 0 repositories listed
• Meta Learning to Rank for Sparsely Supervised Queries
  29 Sep 2024 0 repositories listed
• Meta-RTL: Reinforcement-Based Meta-Transfer Learning for Low-Resource Commonsense Reasoning
  27 Sep 2024 0 repositories listed
• Reducing and Exploiting Data Augmentation Noise through Meta Reweighting Contrastive Learning for Text Classification
  26 Sep 2024 0 repositories listed
• EvoFA: Evolvable Fast Adaptation for EEG Emotion Recognition
  24 Sep 2024 0 repositories listed
• From Text to Treatment Effects: A Meta-Learning Approach to Handling Text-Based Confounding
  23 Sep 2024 0 repositories listed
• Hierarchical end-to-end autonomous navigation through few-shot waypoint detection
  23 Sep 2024 0 repositories listed
• Learning to Generalize Unseen Domains via Multi-Source Meta Learning for Text Classification
  20 Sep 2024 0 repositories listed
• Geometry Aware Meta-Learning Neural Network for Joint Phase and Precoder Optimization in RIS
  17 Sep 2024 0 repositories listed
• Learning a Terrain- and Robot-Aware Dynamics Model for Autonomous Mobile Robot Navigation
  17 Sep 2024 0 repositories listed
• Context-Conditioned Spatio-Temporal Predictive Learning for Reliable V2V Channel Prediction
  16 Sep 2024 0 repositories listed
• SMILE: Speech Meta In-Context Learning for Low-Resource Language Automatic Speech Recognition
  16 Sep 2024 0 repositories listed
• Online Nonconvex Bilevel Optimization with Bregman Divergences
  16 Sep 2024 0 repositories listed
• A Hybrid Meta-Learning and Multi-Armed Bandit Approach for Context-Specific Multi-Objective Recommendation Optimization
  13 Sep 2024 0 repositories listed
• Rethinking Meta-Learning from a Learning Lens
  13 Sep 2024 0 repositories listed
• Virtual Node Generation for Node Classification in Sparsely-Labeled Graphs
  12 Sep 2024 0 repositories listed
• Fast Medical Shape Reconstruction via Meta-learned Implicit Neural Representations
  11 Sep 2024 0 repositories listed
• Few-Shot Learning: Expanding ID Cards Presentation Attack Detection to Unknown ID Countries
  10 Sep 2024 0 repositories listed
• Modified Meta-Thompson Sampling for Linear Bandits and Its Bayes Regret Analysis
  10 Sep 2024 0 repositories listed
• Spoofing-Aware Speaker Verification Robust Against Domain and Channel Mismatches
  10 Sep 2024 0 repositories listed
• Boosting CLIP Adaptation for Image Quality Assessment via Meta-Prompt Learning and Gradient Regularization
  9 Sep 2024 0 repositories listed
• Complex Emotion Recognition System using basic emotions via Facial Expression, EEG, and ECG Signals: a review
  9 Sep 2024 0 repositories listed

Syntology lines on 1 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.