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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 24 of 36: papers 2,301 to 2,400 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.

• Part-aware Prototypical Graph Network for One-shot Skeleton-based Action Recognition
  19 Aug 2022 0 repositories listed
• CP-PINNs: Data-Driven Changepoints Detection in PDEs Using Online Optimized Physics-Informed Neural Networks
  18 Aug 2022 0 repositories listed
• Meta-Learning Online Control for Linear Dynamical Systems
  18 Aug 2022 0 repositories listed
• Meta Sparse Principal Component Analysis
  18 Aug 2022 0 repositories listed
• Constrained Few-Shot Learning: Human-Like Low Sample Complexity Learning and Non-Episodic Text Classification
  17 Aug 2022 0 repositories listed
• Gradient-Based Meta-Learning Using Uncertainty to Weigh Loss for Few-Shot Learning
  17 Aug 2022 0 repositories listed
• Maximising the Utility of Validation Sets for Imbalanced Noisy-label Meta-learning
  17 Aug 2022 0 repositories listed
• GEDI: A Graph-based End-to-end Data Imputation Framework
  13 Aug 2022 0 repositories listed
• Learning to Infer Counterfactuals: Meta-Learning for Estimating Multiple Imbalanced Treatment Effects
  13 Aug 2022 0 repositories listed
• Task Aligned Meta-learning based Augmented Graph for Cold-Start Recommendation
  11 Aug 2022 0 repositories listed
• Intelligent MIMO Detection Using Meta Learning
  8 Aug 2022 0 repositories listed
• A Game-Theoretic Perspective of Generalization in Reinforcement Learning
  7 Aug 2022 0 repositories listed
• Homomorphisms Between Transfer, Multi-Task, and Meta-Learning Systems
  4 Aug 2022 0 repositories listed
• Meta-learning from Learning Curves Challenge: Lessons learned from the First Round and Design of the Second Round
  4 Aug 2022 0 repositories listed
• SA-NET.v2: Real-time vehicle detection from oblique UAV images with use of uncertainty estimation in deep meta-learning
  4 Aug 2022 0 repositories listed
• Augmentation Learning for Semi-Supervised Classification
  3 Aug 2022 0 repositories listed
• The Curse of Low Task Diversity: On the Failure of Transfer Learning to Outperform MAML and Their Empirical Equivalence
  2 Aug 2022 0 repositories listed
• A Survey of Learning on Small Data: Generalization, Optimization, and Challenge
  29 Jul 2022 0 repositories listed
• INTERACT: Achieving Low Sample and Communication Complexities in Decentralized Bilevel Learning over Networks
  27 Jul 2022 0 repositories listed
• Meta-Interpolation: Time-Arbitrary Frame Interpolation via Dual Meta-Learning
  27 Jul 2022 0 repositories listed
• Towards Sleep Scoring Generalization Through Self-Supervised Meta-Learning
  27 Jul 2022 0 repositories listed
• Contrastive Knowledge-Augmented Meta-Learning for Few-Shot Classification
  25 Jul 2022 0 repositories listed
• Localization of Coordinated Cyber-Physical Attacks in Power Grids Using Moving Target Defense and Deep Learning
  25 Jul 2022 0 repositories listed
• Adaptive Asynchronous Control Using Meta-learned Neural Ordinary Differential Equations
  25 Jul 2022 0 repositories listed
• Meta Spatio-Temporal Debiasing for Video Scene Graph Generation
  23 Jul 2022 0 repositories listed
• Meta-Registration: Learning Test-Time Optimization for Single-Pair Image Registration
  22 Jul 2022 0 repositories listed
• MetaComp: Learning to Adapt for Online Depth Completion
  21 Jul 2022 0 repositories listed
• Adaptive Mixture of Experts Learning for Generalizable Face Anti-Spoofing
  20 Jul 2022 0 repositories listed
• On the cross-lingual transferability of multilingual prototypical models across NLU tasks
  19 Jul 2022 0 repositories listed
• Riemannian Stochastic Gradient Method for Nested Composition Optimization
  19 Jul 2022 0 repositories listed
• Learning Knowledge Representation with Meta Knowledge Distillation for Single Image Super-Resolution
  18 Jul 2022 0 repositories listed
• Multi-Task and Transfer Learning for Federated Learning Applications
  17 Jul 2022 0 repositories listed
• A Meta-learning Formulation of the Autoencoder Problem for Non-linear Dimensionality Reduction
  14 Jul 2022 0 repositories listed
• problexity -- an open-source Python library for binary classification problem complexity assessment
  14 Jul 2022 0 repositories listed
• Few-Shot Semantic Relation Prediction across Heterogeneous Graphs
  11 Jul 2022 0 repositories listed
• Continual Few-Shot Learning with Adversarial Class Storage
  10 Jul 2022 0 repositories listed
• Generating Pseudo-labels Adaptively for Few-shot Model-Agnostic Meta-Learning
  9 Jul 2022 0 repositories listed
• On the Subspace Structure of Gradient-Based Meta-Learning
  8 Jul 2022 0 repositories listed
• Adaptive Personlization in Federated Learning for Highly Non-i.i.d. Data
  7 Jul 2022 0 repositories listed
• Online Bayesian Meta-Learning for Cognitive Tracking Radar
  7 Jul 2022 0 repositories listed
• PAC Prediction Sets for Meta-Learning
  6 Jul 2022 0 repositories listed
• Test-time Adaptation for Real Image Denoising via Meta-transfer Learning
  5 Jul 2022 0 repositories listed
• Amsqr at SemEval-2022 Task 4: Towards AutoNLP via Meta-Learning and Adversarial Data Augmentation for PCL Detection
  1 Jul 2022 0 repositories listed
• LEA: Meta Knowledge-Driven Self-Attentive Document Embedding for Few-Shot Text Classification
  1 Jul 2022 0 repositories listed
• Strategies to Improve Few-shot Learning for Intent Classification and Slot-Filling
  1 Jul 2022 0 repositories listed
• Customized Conversational Recommender Systems
  30 Jun 2022 0 repositories listed
• Meta-Learning over Time for Destination Prediction Tasks
  29 Jun 2022 0 repositories listed
• Meta-Wrapper: Differentiable Wrapping Operator for User Interest Selection in CTR Prediction
  28 Jun 2022 0 repositories listed
• Leveraging Language for Accelerated Learning of Tool Manipulation
  27 Jun 2022 0 repositories listed
• Understanding Benign Overfitting in Gradient-Based Meta Learning
  27 Jun 2022 0 repositories listed
• p-Meta: Towards On-device Deep Model Adaptation
  25 Jun 2022 0 repositories listed
• Decentralized Gossip-Based Stochastic Bilevel Optimization over Communication Networks
  22 Jun 2022 0 repositories listed
• Multi-Access Point Coordination for Next-Gen Wi-Fi Networks Aided by Deep Reinforcement Learning
  22 Jun 2022 0 repositories listed
• Meta-learning for Out-of-Distribution Detection via Density Estimation in Latent Space
  20 Jun 2022 0 repositories listed
• EEML: Ensemble Embedded Meta-learning
  18 Jun 2022 0 repositories listed
• Provable Generalization of Overparameterized Meta-learning Trained with SGD
  18 Jun 2022 0 repositories listed
• Principled Acceleration of Iterative Numerical Methods Using Machine Learning
  17 Jun 2022 0 repositories listed
• Lessons learned from the NeurIPS 2021 MetaDL challenge: Backbone fine-tuning without episodic meta-learning dominates for few-shot learning image classification
  15 Jun 2022 0 repositories listed
• On Enforcing Better Conditioned Meta-Learning for Rapid Few-Shot Adaptation
  15 Jun 2022 0 repositories listed
• Category-Agnostic 6D Pose Estimation with Conditional Neural Processes
  14 Jun 2022 0 repositories listed
• Faster Optimization-Based Meta-Learning Adaptation Phase
  13 Jun 2022 0 repositories listed
• A General framework for PAC-Bayes Bounds for Meta-Learning
  11 Jun 2022 0 repositories listed
• Deep Meta-learning in Recommendation Systems: A Survey
  9 Jun 2022 0 repositories listed
• Learning to generate imaginary tasks for improving generalization in meta-learning
  9 Jun 2022 0 repositories listed
• On the Effectiveness of Fine-tuning Versus Meta-reinforcement Learning
  7 Jun 2022 0 repositories listed
• Reconsidering Learning Objectives in Unbiased Recommendation with Unobserved Confounders
  7 Jun 2022 0 repositories listed
• Stacked unsupervised learning with a network architecture found by supervised meta-learning
  6 Jun 2022 0 repositories listed
• A Simple Meta-learning Paradigm for Zero-shot Intent Classification with Mixture Attention Mechanism
  5 Jun 2022 0 repositories listed
• Meta-SysId: A Meta-Learning Approach for Simultaneous Identification and Prediction
  1 Jun 2022 0 repositories listed
• On the Generalization of Neural Combinatorial Optimization Heuristics
  1 Jun 2022 0 repositories listed
• Evolving Domain Generalization
  31 May 2022 0 repositories listed
• FHIST: A Benchmark for Few-shot Classification of Histological Images
  31 May 2022 0 repositories listed
• Online Meta-Learning in Adversarial Multi-Armed Bandits
  31 May 2022 0 repositories listed
• GraMeR: Graph Meta Reinforcement Learning for Multi-Objective Influence Maximization
  30 May 2022 0 repositories listed
• Meta Representation Learning with Contextual Linear Bandits
  30 May 2022 0 repositories listed
• Deep Learning with Label Noise: A Hierarchical Approach
  28 May 2022 0 repositories listed
• Meta-Learning Adversarial Bandits
  27 May 2022 0 repositories listed
• Know Where You're Going: Meta-Learning for Parameter-Efficient Fine-Tuning
  25 May 2022 0 repositories listed
• Learning a Better Initialization for Soft Prompts via Meta-Learning
  25 May 2022 0 repositories listed
• Low Resource Style Transfer via Domain Adaptive Meta Learning
  25 May 2022 0 repositories listed
• Convolutional Neural Processes for Inpainting Satellite Images
  24 May 2022 0 repositories listed
• Meta-Learning Regrasping Strategies for Physical-Agnostic Objects
  23 May 2022 0 repositories listed
• Should Models Be Accurate?
  22 May 2022 0 repositories listed
• Adaptive Fairness-Aware Online Meta-Learning for Changing Environments
  20 May 2022 0 repositories listed
• FIND:Explainable Framework for Meta-learning
  20 May 2022 0 repositories listed
• Set-based Meta-Interpolation for Few-Task Meta-Learning
  20 May 2022 0 repositories listed
• Cross-subject Action Unit Detection with Meta Learning and Transformer-based Relation Modeling
  18 May 2022 0 repositories listed
• Meta-Learning Sparse Compression Networks
  18 May 2022 0 repositories listed
• Learn2Weight: Parameter Adaptation against Similar-domain Adversarial Attacks
  15 May 2022 0 repositories listed
• A Comprehensive Survey of Few-shot Learning: Evolution, Applications, Challenges, and Opportunities
  13 May 2022 0 repositories listed
• Meta Balanced Network for Fair Face Recognition
  13 May 2022 0 repositories listed
• Multi-Environment Meta-Learning in Stochastic Linear Bandits
  12 May 2022 0 repositories listed
• Warm-starting DARTS using meta-learning
  12 May 2022 0 repositories listed
• Improved Meta Learning for Low Resource Speech Recognition
  11 May 2022 0 repositories listed
• Meta Learning for Natural Language Processing: A Survey
  3 May 2022 0 repositories listed
• Side-aware Meta-Learning for Cross-Dataset Listener Diagnosis with Subjective Tinnitus
  3 May 2022 0 repositories listed
• On the generalization capabilities of FSL methods through domain adaptation: a case study in endoscopic kidney stone image classification
  2 May 2022 0 repositories listed
• CML: A Contrastive Meta Learning Method to Estimate Human Label Confidence Scores and Reduce Data Collection Cost
  1 May 2022 0 repositories listed
• Leveraging Task Transferability to Meta-learning for Clinical Section Classification with Limited Data
  1 May 2022 0 repositories listed
• Meta-X_{NLG}: A Meta-Learning Approach Based on Language Clustering for Zero-Shot Cross-Lingual Transfer and Generation
  1 May 2022 0 repositories listed