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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 23 of 36: papers 2,201 to 2,300 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.

• Meta-Learning for Automated Selection of Anomaly Detectors for Semi-Supervised Datasets
  24 Nov 2022 0 repositories listed
• Adversarial Attacks are a Surprisingly Strong Baseline for Poisoning Few-Shot Meta-Learners
  23 Nov 2022 0 repositories listed
• A Recursively Recurrent Neural Network (R2N2) Architecture for Learning Iterative Algorithms
  22 Nov 2022 0 repositories listed
• Audio Anti-spoofing Using a Simple Attention Module and Joint Optimization Based on Additive Angular Margin Loss and Meta-learning
  17 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
• Few-Shot Inductive Learning on Temporal Knowledge Graphs using Concept-Aware Information
  15 Nov 2022 0 repositories listed
• Few-shot Metric Learning: Online Adaptation of Embedding for Retrieval
  14 Nov 2022 0 repositories listed
• Meta-Learning of Neural State-Space Models Using Data From Similar Systems
  14 Nov 2022 0 repositories listed
• Scalable PAC-Bayesian Meta-Learning via the PAC-Optimal Hyper-Posterior: From Theory to Practice
  14 Nov 2022 0 repositories listed
• Towards Generalization on Real Domain for Single Image Dehazing via Meta-Learning
  14 Nov 2022 0 repositories listed
• Cross-Platform and Cross-Domain Abusive Language Detection with Supervised Contrastive Learning
  11 Nov 2022 0 repositories listed
• Stackelberg Meta-Learning Based Control for Guided Cooperative LQG Systems
  11 Nov 2022 0 repositories listed
• Few-shot Classification with Hypersphere Modeling of Prototypes
  10 Nov 2022 0 repositories listed
• MetaLoc: Learning to Learn Wireless Localization
  8 Nov 2022 0 repositories listed
• Enabling Deep Learning-based Physical-layer Secret Key Generation for FDD-OFDM Systems in Multi-Environments
  6 Nov 2022 0 repositories listed
• Deep meta-learning for the selection of accurate ultrasound based breast mass classifier
  3 Nov 2022 0 repositories listed
• Faster Adaptive Momentum-Based Federated Methods for Distributed Composition Optimization
  3 Nov 2022 0 repositories listed
• HyperSound: Generating Implicit Neural Representations of Audio Signals with Hypernetworks
  3 Nov 2022 0 repositories listed
• Meta-PDE: Learning to Solve PDEs Quickly Without a Mesh
  3 Nov 2022 0 repositories listed
• Fast Adaptive Federated Bilevel Optimization
  2 Nov 2022 0 repositories listed
• A Meta-GNN approach to personalized seizure detection and classification
  1 Nov 2022 0 repositories listed
• Meta-Learning for Unsupervised Outlier Detection with Optimal Transport
  1 Nov 2022 0 repositories listed
• Data-Efficient Cross-Lingual Transfer with Language-Specific Subnetworks
  31 Oct 2022 0 repositories listed
• Optimizing Closed-Loop Performance with Data from Similar Systems: A Bayesian Meta-Learning Approach
  31 Oct 2022 0 repositories listed
• SEMPAI: a Self-Enhancing Multi-Photon Artificial Intelligence for prior-informed assessment of muscle function and pathology
  28 Oct 2022 0 repositories listed
• Meta-Learning Initializations for Interactive Medical Image Registration
  27 Oct 2022 0 repositories listed
• Imputation of missing values in multi-view data
  26 Oct 2022 0 repositories listed
• Multi-Environment based Meta-Learning with CSI Fingerprints for Radio Based Positioning
  26 Oct 2022 0 repositories listed
• Uncertainty-based Meta-Reinforcement Learning for Robust Radar Tracking
  26 Oct 2022 0 repositories listed
• Which is the best model for my data?
  26 Oct 2022 0 repositories listed
• Auxiliary task discovery through generate-and-test
  25 Oct 2022 0 repositories listed
• Learning to Augment via Implicit Differentiation for Domain Generalization
  25 Oct 2022 0 repositories listed
• Leveraging Open Data and Task Augmentation to Automated Behavioral Coding of Psychotherapy Conversations in Low-Resource Scenarios
  25 Oct 2022 0 repositories listed
• UTILIZING FEDERATED LEARNING AND META LEARNING FOR FEW-SHOT LEARNING ON EDGE DEVICES
  25 Oct 2022 0 repositories listed
• A Meta-Learning Based Gradient Descent Algorithm for MU-MIMO Beamforming
  24 Oct 2022 0 repositories listed
• Federated Learning and Meta Learning: Approaches, Applications, and Directions
  24 Oct 2022 0 repositories listed
• Self-Configuring nnU-Nets Detect Clouds in Satellite Images
  24 Oct 2022 0 repositories listed
• Decentralized Stochastic Bilevel Optimization with Improved per-Iteration Complexity
  23 Oct 2022 0 repositories listed
• Few-Shot Meta Learning for Recognizing Facial Phenotypes of Genetic Disorders
  23 Oct 2022 0 repositories listed
• Meta Learning of Interface Conditions for Multi-Domain Physics-Informed Neural Networks
  23 Oct 2022 0 repositories listed
• MetaEMS: A Meta Reinforcement Learning-based Control Framework for Building Energy Management System
  23 Oct 2022 0 repositories listed
• Deep domain adaptation for polyphonic melody extraction
  22 Oct 2022 0 repositories listed
• Meta-learning Pathologies from Radiology Reports using Variance Aware Prototypical Networks
  22 Oct 2022 0 repositories listed
• Boosting Natural Language Generation from Instructions with Meta-Learning
  20 Oct 2022 0 repositories listed
• Learning Transferable Adversarial Robust Representations via Multi-view Consistency
  19 Oct 2022 0 repositories listed
• Few-Shot Learning of Compact Models via Task-Specific Meta Distillation
  18 Oct 2022 0 repositories listed
• Learning to Sample and Aggregate: Few-shot Reasoning over Temporal Knowledge Graphs
  16 Oct 2022 0 repositories listed
• Few-Shot Visual Question Generation: A Novel Task and Benchmark Datasets
  13 Oct 2022 0 repositories listed
• Improving the Reliability for Confidence Estimation
  13 Oct 2022 0 repositories listed
• Meta-learning Based Short-Term Passenger Flow Prediction for Newly-Operated Urban Rail Transit Stations
  13 Oct 2022 0 repositories listed
• A Unified Framework with Meta-dropout for Few-shot Learning
  12 Oct 2022 0 repositories listed
• Evaluated CMI Bounds for Meta Learning: Tightness and Expressiveness
  12 Oct 2022 0 repositories listed
• The Devil is in the Details: On Models and Training Regimes for Few-Shot Intent Classification
  12 Oct 2022 0 repositories listed
• Missing Modality meets Meta Sampling (M3S): An Efficient Universal Approach for Multimodal Sentiment Analysis with Missing Modality
  7 Oct 2022 0 repositories listed
• Sample-Efficient Personalization: Modeling User Parameters as Low Rank Plus Sparse Components
  7 Oct 2022 0 repositories listed
• Unsupervised Few-shot Learning via Deep Laplacian Eigenmaps
  7 Oct 2022 0 repositories listed
• Digital Twin-Empowered Network Planning for Multi-Tier Computing
  6 Oct 2022 0 repositories listed
• Meta-Ensemble Parameter Learning
  5 Oct 2022 0 repositories listed
• Efficient Meta-Learning for Continual Learning with Taylor Expansion Approximation
  3 Oct 2022 0 repositories listed
• Learning with Limited Samples -- Meta-Learning and Applications to Communication Systems
  3 Oct 2022 0 repositories listed
• Meta-Learning Priors for Safe Bayesian Optimization
  3 Oct 2022 0 repositories listed
• On Stability and Generalization of Bilevel Optimization Problem
  3 Oct 2022 0 repositories listed
• PersA-FL: Personalized Asynchronous Federated Learning
  3 Oct 2022 0 repositories listed
• Does Meta-learning Help mBERT for Few-shot Question Generation in a Cross-lingual Transfer Setting for Indic Languages?
  1 Oct 2022 0 repositories listed
• DRK: Discriminative Rule-based Knowledge for Relieving Prediction Confusions in Few-shot Relation Extraction
  1 Oct 2022 0 repositories listed
• Learning Intrinsic and Extrinsic Intentions for Cold-start Recommendation with Neural Stochastic Processes
  1 Oct 2022 0 repositories listed
• Meta-CQG: A Meta-Learning Framework for Complex Question Generation over Knowledge Bases
  1 Oct 2022 0 repositories listed
• MetaSLRCL: A Self-Adaptive Learning Rate and Curriculum Learning Based Framework for Few-Shot Text Classification
  1 Oct 2022 0 repositories listed
• Sentence-aware Adversarial Meta-Learning for Few-Shot Text Classification
  1 Oct 2022 0 repositories listed
• Unsupervised Domain Adaptation for Text Classification via Meta Self-Paced Learning
  1 Oct 2022 0 repositories listed
• Beyond Bayes-optimality: meta-learning what you know you don't know
  30 Sep 2022 0 repositories listed
• The Curse of Unrolling: Rate of Differentiating Through Optimization
  27 Sep 2022 0 repositories listed
• TaskMix: Data Augmentation for Meta-Learning of Spoken Intent Understanding
  26 Sep 2022 0 repositories listed
• Graph Neural Network Expressivity and Meta-Learning for Molecular Property Regression
  24 Sep 2022 0 repositories listed
• Defending against Poisoning Backdoor Attacks on Federated Meta-learning
  23 Sep 2022 0 repositories listed
• Adaptive Local-Component-aware Graph Convolutional Network for One-shot Skeleton-based Action Recognition
  21 Sep 2022 0 repositories listed
• On the Convergence Theory of Meta Reinforcement Learning with Personalized Policies
  21 Sep 2022 0 repositories listed
• MAC: A Meta-Learning Approach for Feature Learning and Recombination
  20 Sep 2022 0 repositories listed
• Meta-Reinforcement Learning for Adaptive Control of Second Order Systems
  19 Sep 2022 0 repositories listed
• MetaDIP: Accelerating Deep Image Prior with Meta Learning
  18 Sep 2022 0 repositories listed
• SQ-Swin: a Pretrained Siamese Quadratic Swin Transformer for Lettuce Browning Prediction
  16 Sep 2022 0 repositories listed
• FRANS: Automatic Feature Extraction for Time Series Forecasting
  15 Sep 2022 0 repositories listed
• Decoupled Pronunciation and Prosody Modeling in Meta-Learning-Based Multilingual Speech Synthesis
  14 Sep 2022 0 repositories listed
• Designing Biological Sequences via Meta-Reinforcement Learning and Bayesian Optimization
  13 Sep 2022 0 repositories listed
• Federated Meta-Learning for Traffic Steering in O-RAN
  13 Sep 2022 0 repositories listed
• Learning domain-specific causal discovery from time series
  12 Sep 2022 0 repositories listed
• Online Continual Learning via the Meta-learning Update with Multi-scale Knowledge Distillation and Data Augmentation
  12 Sep 2022 0 repositories listed
• Self-supervised Learning for Heterogeneous Graph via Structure Information based on Metapath
  9 Sep 2022 0 repositories listed
• A Novel Semi-supervised Meta Learning Method for Subject-transfer Brain-computer Interface
  7 Sep 2022 0 repositories listed
• Not All Instances Contribute Equally: Instance-adaptive Class Representation Learning for Few-Shot Visual Recognition
  7 Sep 2022 0 repositories listed
• Generalization in Neural Networks: A Broad Survey
  4 Sep 2022 0 repositories listed
• Learning Differential Operators for Interpretable Time Series Modeling
  3 Sep 2022 0 repositories listed
• NeurIPS'22 Cross-Domain MetaDL competition: Design and baseline results
  31 Aug 2022 0 repositories listed
• Online Meta-Learning for Model Update Aggregation in Federated Learning for Click-Through Rate Prediction
  30 Aug 2022 0 repositories listed
• A model-based approach to meta-Reinforcement Learning: Transformers and tree search
  24 Aug 2022 0 repositories listed
• Hyperparameter Optimization for Unsupervised Outlier Detection
  24 Aug 2022 0 repositories listed
• MetaRF: Differentiable Random Forest for Reaction Yield Prediction with a Few Trails
  22 Aug 2022 0 repositories listed
• Quantum Multi-Agent Meta Reinforcement Learning
  22 Aug 2022 0 repositories listed
• IPNET:Influential Prototypical Networks for Few Shot Learning
  19 Aug 2022 0 repositories listed
• Meta Learning for High-dimensional Ising Model Selection Using ℓ₁-regularized Logistic Regression
  19 Aug 2022 0 repositories listed