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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 15 of 36: papers 1,401 to 1,500 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.

• Exploring the similarity of medical imaging classification problems
  12 Jun 2017 1 repository listed
• Meta-Learning for Resampling Recommendation Systems
  6 Jun 2017 1 repository listed
• Gradient Estimators for Implicit Models
  19 May 2017 1 repository listed
• Probabilistic Matrix Factorization for Automated Machine Learning
  15 May 2017 1 repository listed Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
• Meta Networks
  2 Mar 2017 1 repository listed
• Learning to Multi-Task by Active Sampling
  20 Feb 2017 1 repository listed
• A Stylometric Inquiry into Hyperpartisan and Fake News
  18 Feb 2017 1 repository listed
• Active exploration in parameterized reinforcement learning
  6 Oct 2016 1 repository listed
• Are encoders able to learn landmarkers for warm-starting of Hyperparameter Optimization?
  16 Jul 2025 0 repositories listed
• CLID-MU: Cross-Layer Information Divergence Based Meta Update Strategy for Learning with Noisy Labels
  16 Jul 2025 0 repositories listed
• Imbalanced Regression Pipeline Recommendation
  16 Jul 2025 0 repositories listed
• Mixture of Experts in Large Language Models
  15 Jul 2025 0 repositories listed
• Iceberg: Enhancing HLS Modeling with Synthetic Data
  14 Jul 2025 0 repositories listed
• Meta-Reinforcement Learning for Fast and Data-Efficient Spectrum Allocation in Dynamic Wireless Networks
  13 Jul 2025 0 repositories listed
• The Bayesian Approach to Continual Learning: An Overview
  11 Jul 2025 0 repositories listed
• A statistical physics framework for optimal learning
  10 Jul 2025 0 repositories listed
• CHOMET: Conditional Handovers via Meta-Learning
  10 Jul 2025 0 repositories listed
• Acquiring and Adapting Priors for Novel Tasks via Neural Meta-Architectures
  7 Jul 2025 0 repositories listed
• Estimating Interventional Distributions with Uncertain Causal Graphs through Meta-Learning
  7 Jul 2025 0 repositories listed
• Meta-Learning Transformers to Improve In-Context Generalization
  7 Jul 2025 0 repositories listed
• Automated Grading of Students' Handwritten Graphs: A Comparison of Meta-Learning and Vision-Large Language Models
  3 Jul 2025 0 repositories listed
• High-Order Deep Meta-Learning with Category-Theoretic Interpretation
  3 Jul 2025 0 repositories listed
• MC-INR: Efficient Encoding of Multivariate Scientific Simulation Data using Meta-Learning and Clustered Implicit Neural Representations
  3 Jul 2025 0 repositories listed
• Can Gradient Descent Simulate Prompting?
  26 Jun 2025 0 repositories listed
• FAF: A Feature-Adaptive Framework for Few-Shot Time Series Forecasting
  24 Jun 2025 0 repositories listed
• Tailored Conversations beyond LLMs: A RL-Based Dialogue Manager
  24 Jun 2025 0 repositories listed
• Distributionally robust minimization in meta-learning for system identification
  22 Jun 2025 0 repositories listed
• Self-supervised Feature Extraction for Enhanced Ball Detection on Soccer Robots
  20 Jun 2025 0 repositories listed
• MetaQAP -- A Meta-Learning Approach for Quality-Aware Pretraining in Image Quality Assessment
  19 Jun 2025 0 repositories listed
• In-Context Learning for Gradient-Free Receiver Adaptation: Principles, Applications, and Theory
  18 Jun 2025 0 repositories listed
• Meta-SurDiff: Classification Diffusion Model Optimized by Meta Learning is Reliable for Online Surgical Phase Recognition
  17 Jun 2025 0 repositories listed
• Few-Shot Learning for Industrial Time Series: A Comparative Analysis Using the Example of Screw-Fastening Process Monitoring
  16 Jun 2025 0 repositories listed
• Socratic RL: A Novel Framework for Efficient Knowledge Acquisition through Iterative Reflection and Viewpoint Distillation
  16 Jun 2025 0 repositories listed
• Differentially Private Bilevel Optimization: Efficient Algorithms with Near-Optimal Rates
  15 Jun 2025 0 repositories listed
• Hybrid Meta-Learning Framework for Anomaly Forecasting in Nonlinear Dynamical Systems via Physics-Inspired Simulation and Deep Ensembles
  15 Jun 2025 0 repositories listed
• PDEfuncta: Spectrally-Aware Neural Representation for PDE Solution Modeling
  15 Jun 2025 0 repositories listed
• A Gradient Meta-Learning Joint Optimization for Beamforming and Antenna Position in Pinching-Antenna Systems
  14 Jun 2025 0 repositories listed
• Meta-learning Representations for Learning from Multiple Annotators
  12 Jun 2025 0 repositories listed
• Intelligent Travel Activity Monitoring: Generalized Distributed Acoustic Sensing Approaches
  11 Jun 2025 0 repositories listed
• Test-Time Adaptation for Generalizable Task Progress Estimation
  11 Jun 2025 0 repositories listed
• Towards Efficient and Effective Alignment of Large Language Models
  11 Jun 2025 0 repositories listed
• Bayesian Inverse Physics for Neuro-Symbolic Robot Learning
  10 Jun 2025 0 repositories listed
• Hyperbolic Dual Feature Augmentation for Open-Environment
  10 Jun 2025 0 repositories listed
• Graph Neural Networks in Modern AI-aided Drug Discovery
  7 Jun 2025 0 repositories listed
• Meta-Adaptive Prompt Distillation for Few-Shot Visual Question Answering
  7 Jun 2025 0 repositories listed
• The OCR Quest for Generalization: Learning to recognize low-resource alphabets with model editing
  7 Jun 2025 0 repositories listed
• Fodor and Pylyshyn's Legacy -- Still No Human-like Systematic Compositionality in Neural Networks
  2 Jun 2025 0 repositories listed
• Temporal Variational Implicit Neural Representations
  2 Jun 2025 0 repositories listed
• TSRating: Rating Quality of Diverse Time Series Data by Meta-learning from LLM Judgment
  2 Jun 2025 0 repositories listed Syntology 3 ran (of which 2 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) · 0 unverified (of 3 harvested samples)
• Dynamic Spectral Backpropagation for Efficient Neural Network Training
  29 May 2025 0 repositories listed
• Meta-Learning Approaches for Speaker-Dependent Voice Fatigue Models
  29 May 2025 0 repositories listed
• Generalizable Heuristic Generation Through Large Language Models with Meta-Optimization
  27 May 2025 0 repositories listed Syntology 9 ran (of which 2 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 0 violated, 2 with no contract checked; 6 where Syntology's instrument failed) · 4 unverified (of 13 harvested samples)
• DreamPRM: Domain-Reweighted Process Reward Model for Multimodal Reasoning
  26 May 2025 0 repositories listed
• MetaGMT: Improving Actionable Interpretability of Graph Multilinear Networks via Meta-Learning Filtration
  26 May 2025 0 repositories listed
• MetaSTNet: Multimodal Meta-learning for Cellular Traffic Conformal Prediction
  26 May 2025 0 repositories listed
• MetaWriter: Personalized Handwritten Text Recognition Using Meta-Learned Prompt Tuning
  26 May 2025 0 repositories listed
• Evolving Machine Learning: A Survey
  23 May 2025 0 repositories listed
• Beyond Induction Heads: In-Context Meta Learning Induces Multi-Phase Circuit Emergence
  22 May 2025 0 repositories listed
• Meta-PerSER: Few-Shot Listener Personalized Speech Emotion Recognition via Meta-learning
  22 May 2025 0 repositories listed
• Meta-reinforcement learning with minimum attention
  22 May 2025 0 repositories listed
• Fast Rate Bounds for Multi-Task and Meta-Learning with Different Sample Sizes
  21 May 2025 0 repositories listed
• Meta-Learning an In-Context Transformer Model of Human Higher Visual Cortex
  21 May 2025 0 repositories listed
• Mitigating Spurious Correlations with Causal Logit Perturbation
  21 May 2025 0 repositories listed
• CLIP-aware Domain-Adaptive Super-Resolution
  18 May 2025 0 repositories listed
• Ready2Unlearn: A Learning-Time Approach for Preparing Models with Future Unlearning Readiness
  16 May 2025 0 repositories listed
• Meta-learning Slice-to-Volume Reconstruction in Fetal Brain MRI using Implicit Neural Representations
  14 May 2025 0 repositories listed
• DyGSSM: Multi-view Dynamic Graph Embeddings with State Space Model Gradient Update
  13 May 2025 0 repositories listed
• Modeling Unseen Environments with Language-guided Composable Causal Components in Reinforcement Learning
  13 May 2025 0 repositories listed
• Combining Bayesian Inference and Reinforcement Learning for Agent Decision Making: A Review
  12 May 2025 0 repositories listed
• REMEDI: Relative Feature Enhanced Meta-Learning with Distillation for Imbalanced Prediction
  12 May 2025 0 repositories listed
• Deep Unrolled Meta-Learning for Multi-Coil and Multi-Modality MRI with Adaptive Optimization
  8 May 2025 0 repositories listed
• Prompted Meta-Learning for Few-shot Knowledge Graph Completion
  8 May 2025 0 repositories listed
• Meta-Learning Driven Lightweight Phase Shift Compression for IRS-Assisted Wireless Systems
  7 May 2025 0 repositories listed
• Phase Shift Information Compression in IRS-aided Wireless Systems: Challenges and Opportunities
  7 May 2025 0 repositories listed
• Machine Learning: a Lecture Note
  6 May 2025 0 repositories listed
• Efficient Curvature-Aware Hypergradient Approximation for Bilevel Optimization
  4 May 2025 0 repositories listed
• Heterosynaptic Circuits Are Universal Gradient Machines
  4 May 2025 0 repositories listed
• CICADA: Cross-Domain Interpretable Coding for Anomaly Detection and Adaptation in Multivariate Time Series
  1 May 2025 0 repositories listed
• Learning to Learn with Quantum Optimization via Quantum Neural Networks
  1 May 2025 0 repositories listed
• Scalable Meta-Learning via Mixed-Mode Differentiation
  1 May 2025 0 repositories listed
• Meta knowledge assisted Evolutionary Neural Architecture Search
  30 Apr 2025 0 repositories listed
• Task-Agnostic Semantic Communications Relying on Information Bottleneck and Federated Meta-Learning
  30 Apr 2025 0 repositories listed
• Meta-learning based Selective Fixed-filter Active Noise Control System with ResNet Classifier
  27 Apr 2025 0 repositories listed
• Approximating Nash Equilibria in General-Sum Games via Meta-Learning
  26 Apr 2025 0 repositories listed
• Meta-Learning in Self-Play Regret Minimization
  26 Apr 2025 0 repositories listed
• Semantic-Aware Contrastive Fine-Tuning: Boosting Multimodal Malware Classification with Discriminative Embeddings
  25 Apr 2025 0 repositories listed
• Meta-Learning Online Dynamics Model Adaptation in Off-Road Autonomous Driving
  23 Apr 2025 0 repositories listed
• DINOv2-powered Few-Shot Semantic Segmentation: A Unified Framework via Cross-Model Distillation and 4D Correlation Mining
  22 Apr 2025 0 repositories listed
• MetaMolGen: A Neural Graph Motif Generation Model for De Novo Molecular Design
  22 Apr 2025 0 repositories listed
• MetaDSE: A Few-shot Meta-learning Framework for Cross-workload CPU Design Space Exploration
  18 Apr 2025 0 repositories listed
• MMformer with Adaptive Transferable Attention: Advancing Multivariate Time Series Forecasting for Environmental Applications
  18 Apr 2025 0 repositories listed
• InstructRAG: Leveraging Retrieval-Augmented Generation on Instruction Graphs for LLM-Based Task Planning
  17 Apr 2025 0 repositories listed
• The Athenian Academy: A Seven-Layer Architecture Model for Multi-Agent Systems
  17 Apr 2025 0 repositories listed
• Meta-learning For Few-Shot Time Series Crop Type Classification: A Benchmark On The EuroCropsML Dataset
  15 Apr 2025 0 repositories listed
• Adapting to the Unknown: Robust Meta-Learning for Zero-Shot Financial Time Series Forecasting
  13 Apr 2025 0 repositories listed
• Combining Forecasts using Meta-Learning: A Comparative Study for Complex Seasonality
  11 Apr 2025 0 repositories listed
• An experimental survey and Perspective View on Meta-Learning for Automated Algorithms Selection and Parametrization
  8 Apr 2025 0 repositories listed
• Federated Neural Architecture Search with Model-Agnostic Meta Learning
  8 Apr 2025 0 repositories listed
• Meta-Continual Learning of Neural Fields
  8 Apr 2025 0 repositories listed
• Attentional Graph Meta-Learning for Indoor Localization Using Extremely Sparse Fingerprints
  7 Apr 2025 0 repositories listed

Syntology lines on 3 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.