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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 27 of 36: papers 2,601 to 2,700 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.

• Forecasting Market Prices using DL with Data Augmentation and Meta-learning: ARIMA still wins!
  19 Oct 2021 0 repositories listed
• Learning Prototype-oriented Set Representations for Meta-Learning
  18 Oct 2021 0 repositories listed
• Learning to Learn a Cold-start Sequential Recommender
  18 Oct 2021 0 repositories listed
• Provable Hierarchy-Based Meta-Reinforcement Learning
  18 Oct 2021 0 repositories listed
• Meta-Learning with Adjoint Methods
  16 Oct 2021 0 repositories listed
• Multilingual Speech Recognition using Knowledge Transfer across Learning Processes
  15 Oct 2021 0 repositories listed
• Adapting to Dynamic LEO-B5G Systems: Meta-Critic Learning Based Efficient Resource Scheduling
  13 Oct 2021 0 repositories listed
• Across-Task Neural Architecture Search via Meta Learning
  12 Oct 2021 0 repositories listed
• Meta Learning Low Rank Covariance Factors for Energy-Based Deterministic Uncertainty
  12 Oct 2021 0 repositories listed
• A Closer Look at Prototype Classifier for Few-shot Image Classification
  11 Oct 2021 0 repositories listed
• REIN-2: Giving Birth to Prepared Reinforcement Learning Agents Using Reinforcement Learning Agents
  11 Oct 2021 0 repositories listed
• Learning to Learn End-to-End Goal-Oriented Dialog From Related Dialog Tasks
  10 Oct 2021 0 repositories listed
• SGMNet: Scene Graph Matching Network for Few-Shot Remote Sensing Scene Classification
  9 Oct 2021 0 repositories listed
• 3D Meta-Segmentation Neural Network
  8 Oct 2021 0 repositories listed
• Meta-Learning 3D Shape Segmentation Functions
  8 Oct 2021 0 repositories listed
• A Meta-learning Approach to Reservoir Computing: Time Series Prediction with Limited Data
  7 Oct 2021 0 repositories listed
• Meta-UDA: Unsupervised Domain Adaptive Thermal Object Detection using Meta-Learning
  7 Oct 2021 0 repositories listed
• Online Hyperparameter Meta-Learning with Hypergradient Distillation
  6 Oct 2021 0 repositories listed
• Behaviour-conditioned policies for cooperative reinforcement learning tasks
  4 Oct 2021 0 repositories listed
• An Optimization-Based Meta-Learning Model for MRI Reconstruction with Diverse Dataset
  2 Oct 2021 0 repositories listed
• Home Appliance Review Research Via Adversarial Reptile
  1 Oct 2021 0 repositories listed
• MMTL: The Meta Multi-Task Learning for Aspect Category Sentiment Analysis
  1 Oct 2021 0 repositories listed
• Terminal Adaptive Guidance for Autonomous Hypersonic Strike Weapons via Reinforcement Learning
  1 Oct 2021 0 repositories listed
• Unsupervised Few-Shot Action Recognition via Action-Appearance Aligned Meta-Adaptation
  30 Sep 2021 0 repositories listed
• Unsupervised Meta-Learning via Latent Space Energy-based Model of Symbol Vector Coupling
  30 Sep 2021 0 repositories listed
• 3D Meta-Registration: Meta-learning 3D Point Cloud Registration Functions
  29 Sep 2021 0 repositories listed
• Assessing two novel distance-based loss functions for few-shot image classification
  29 Sep 2021 0 repositories listed
• Automatic Forecasting via Meta-Learning
  29 Sep 2021 0 repositories listed
• ConFeSS: A Framework for Single Source Cross-Domain Few-Shot Learning
  29 Sep 2021 0 repositories listed
• Contrastive Learning is Just Meta-Learning
  29 Sep 2021 0 repositories listed
• Directional Domain Generalization
  29 Sep 2021 0 repositories listed
• Discrepancy-Optimal Meta-Learning for Domain Generalization
  29 Sep 2021 0 repositories listed
• Do What Nature Did To Us: Evolving Plastic Recurrent Neural Networks For Generalized Tasks
  29 Sep 2021 0 repositories listed
• Dynamic Regret Analysis for Online Meta-Learning
  29 Sep 2021 0 repositories listed
• Early-Stopping for Meta-Learning: Estimating Generalization from the Activation Dynamics
  29 Sep 2021 0 repositories listed
• ES-Based Jacobian Enables Faster Bilevel Optimization
  29 Sep 2021 0 repositories listed
• Fast Adaptive Anomaly Detection
  29 Sep 2021 0 repositories listed
• FedNAS: Federated Deep Learning via Neural Architecture Search
  29 Sep 2021 0 repositories listed
• From Biased Data to Unbiased Models: a Meta-Learning Approach
  29 Sep 2021 0 repositories listed
• Gradient-based Meta-solving and Its Applications to Iterative Methods for Solving Differential Equations
  29 Sep 2021 0 repositories listed
• Improved Generalization Risk Bounds for Meta-Learning with PAC-Bayes-kl Analysis
  29 Sep 2021 0 repositories listed
• Information-Aware Time Series Meta-Contrastive Learning
  29 Sep 2021 0 repositories listed
• Learning Neural Processes on the Fly
  29 Sep 2021 0 repositories listed
• Learning to Adapt to Semantic Shift
  29 Sep 2021 0 repositories listed
• Learning to Learn across Diverse Data Biases in Deep Face Recognition
  29 Sep 2021 0 repositories listed
• Loss Function Learning for Domain Generalization by Implicit Gradient
  29 Sep 2021 0 repositories listed
• Loss meta-learning for forecasting
  29 Sep 2021 0 repositories listed
• MDFL: A UNIFIED FRAMEWORK WITH META-DROPOUT FOR FEW-SHOT LEARNING
  29 Sep 2021 0 repositories listed
• Meta Attention For Off-Policy Actor-Critic
  29 Sep 2021 0 repositories listed
• Meta Learning Low Rank Covariance Factors for Energy Based Deterministic Uncertainty
  29 Sep 2021 0 repositories listed
• Meta Learning with Minimax Regularization
  29 Sep 2021 0 repositories listed
• Meta-OLE: Meta-learned Orthogonal Low-Rank Embedding
  29 Sep 2021 0 repositories listed
• MetaHistoSeg: A Python Framework for Meta Learning in Histopathology Image Segmentation
  29 Sep 2021 0 repositories listed
• Minimizing Memorization in Meta-learning: A Causal Perspective
  29 Sep 2021 0 repositories listed
• Multi-Subspace Structured Meta-Learning
  29 Sep 2021 0 repositories listed
• Neural Variational Dropout Processes
  29 Sep 2021 0 repositories listed
• PDAML: A Pseudo Domain Adaptation Paradigm for Subject-independent EEG-based Emotion Recognition
  29 Sep 2021 0 repositories listed
• Practical Conditional Neural Process Via Tractable Dependent Predictions
  29 Sep 2021 0 repositories listed
• Revealing the Incentive to Cause Distributional Shift
  29 Sep 2021 0 repositories listed
• SUMNAS: Supernet with Unbiased Meta-Features for Neural Architecture Search
  29 Sep 2021 0 repositories listed
• Task Relatedness-Based Generalization Bounds for Meta Learning
  29 Sep 2021 0 repositories listed
• Towards Generalizable Personalized Federated Learning with Adaptive Local Adaptation
  29 Sep 2021 0 repositories listed
• Transferring Hierarchical Structure with Dual Meta Imitation Learning
  29 Sep 2021 0 repositories listed
• Unraveling Model-Agnostic Meta-Learning via The Adaptation Learning Rate
  29 Sep 2021 0 repositories listed
• Multimodality in Meta-Learning: A Comprehensive Survey
  28 Sep 2021 0 repositories listed
• ST-MAML: A Stochastic-Task based Method for Task-Heterogeneous Meta-Learning
  27 Sep 2021 0 repositories listed
• Learning to Selectively Learn for Weakly-supervised Paraphrase Generation
  25 Sep 2021 0 repositories listed
• Introducing Symmetries to Black Box Meta Reinforcement Learning
  22 Sep 2021 0 repositories listed
• Meta-Learning with Sparse Experience Replay for Lifelong Language Learning
  17 Sep 2021 0 repositories listed
• Semi-Supervised Few-Shot Intent Classification and Slot Filling
  17 Sep 2021 0 repositories listed
• Few-Shot Object Detection by Attending to Per-Sample-Prototype
  16 Sep 2021 0 repositories listed
• Partner-Assisted Learning for Few-Shot Image Classification
  15 Sep 2021 0 repositories listed
• One-Class Meta-Learning: Towards Generalizable Few-Shot Open-Set Classification
  14 Sep 2021 0 repositories listed
• Meta Navigator: Search for a Good Adaptation Policy for Few-shot Learning
  13 Sep 2021 0 repositories listed
• Rapid Model Architecture Adaption for Meta-Learning
  10 Sep 2021 0 repositories listed
• Integrated and Adaptive Guidance and Control for Endoatmospheric Missiles via Reinforcement Learning
  8 Sep 2021 0 repositories listed
• Few-shot Learning via Dependency Maximization and Instance Discriminant Analysis
  7 Sep 2021 0 repositories listed
• Provably Safe Model-Based Meta Reinforcement Learning: An Abstraction-Based Approach
  3 Sep 2021 0 repositories listed
• Weakly Supervised Few-Shot Segmentation Via Meta-Learning
  3 Sep 2021 0 repositories listed
• Prototype-Guided Memory Replay for Continual Learning
  28 Aug 2021 0 repositories listed
• Continual learning under domain transfer with sparse synaptic bursting
  26 Aug 2021 0 repositories listed
• MCML: A Novel Memory-based Contrastive Meta-Learning Method for Few Shot Slot Tagging
  26 Aug 2021 0 repositories listed
• Efficient Gaussian Neural Processes for Regression
  22 Aug 2021 0 repositories listed
• Fairness-Aware Online Meta-learning
  21 Aug 2021 0 repositories listed
• Learning-to-learn non-convex piecewise-Lipschitz functions
  19 Aug 2021 0 repositories listed
• Self-Supervised Video Representation Learning with Meta-Contrastive Network
  19 Aug 2021 0 repositories listed
• Scarce Data Driven Deep Learning of Drones via Generalized Data Distribution Space
  18 Aug 2021 0 repositories listed
• BERT Learns to Teach: Knowledge Distillation with Meta Learning
  17 Aug 2021 0 repositories listed
• Is Nash Equilibrium Approximator Learnable?
  17 Aug 2021 0 repositories listed
• Multimodal Knowledge Learning for Named Entity Disambiguation
  17 Aug 2021 0 repositories listed
• Federated Asymptotics: a model to compare federated learning algorithms
  16 Aug 2021 0 repositories listed
• Curriculum Meta-Learning for Next POI Recommendation
  14 Aug 2021 0 repositories listed
• Efficient Federated Meta-Learning over Multi-Access Wireless Networks
  14 Aug 2021 0 repositories listed
• Known Operator Learning and Hybrid Machine Learning in Medical Imaging --- A Review of the Past, the Present, and the Future
  10 Aug 2021 0 repositories listed
• The Role of Global Labels in Few-Shot Classification and How to Infer Them
  9 Aug 2021 0 repositories listed
• Generating Personalized Dialogue via Multi-Task Meta-Learning
  7 Aug 2021 0 repositories listed
• Ada-VSR: Adaptive Video Super-Resolution with Meta-Learning
  5 Aug 2021 0 repositories listed
• Multimodal Meta-Learning for Time Series Regression
  5 Aug 2021 0 repositories listed
• Out-of-Domain Generalization from a Single Source: An Uncertainty Quantification Approach
  5 Aug 2021 0 repositories listed
• Modular Meta-Learning for Power Control via Random Edge Graph Neural Networks
  4 Aug 2021 0 repositories listed