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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 22 of 36: papers 2,101 to 2,200 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.

• Online Algorithms for Hierarchical Inference in Deep Learning applications at the Edge
  3 Apr 2023 0 repositories listed
• Meta-Learning Parameterized First-Order Optimizers using Differentiable Convex Optimization
  29 Mar 2023 0 repositories listed
• Towards Unbiased Calibration using Meta-Regularization
  27 Mar 2023 0 repositories listed
• SPEC: Summary Preference Decomposition for Low-Resource Abstractive Summarization
  24 Mar 2023 0 repositories listed
• Automated Federated Learning in Mobile Edge Networks -- Fast Adaptation and Convergence
  23 Mar 2023 0 repositories listed
• A Global Model Approach to Robust Few-Shot SAR Automatic Target Recognition
  20 Mar 2023 0 repositories listed
• Late Meta-learning Fusion Using Representation Learning for Time Series Forecasting
  20 Mar 2023 0 repositories listed
• Towards Reliable Neural Machine Translation with Consistency-Aware Meta-Learning
  20 Mar 2023 0 repositories listed
• AutoEn: An AutoML method based on ensembles of predefined Machine Learning pipelines for supervised Traffic Forecasting
  19 Mar 2023 0 repositories listed
• Arbitrary Order Meta-Learning with Simple Population-Based Evolution
  16 Mar 2023 0 repositories listed
• CoMeta: Enhancing Meta Embeddings with Collaborative Information in Cold-start Problem of Recommendation
  14 Mar 2023 0 repositories listed
• Few-Shot Classification of Autism Spectrum Disorder using Site-Agnostic Meta-Learning and Brain MRI
  14 Mar 2023 0 repositories listed
• Meta-learning approaches for few-shot learning: A survey of recent advances
  13 Mar 2023 0 repositories listed
• Transformation-Invariant Network for Few-Shot Object Detection in Remote Sensing Images
  13 Mar 2023 0 repositories listed
• Gradient-Regulated Meta-Prompt Learning for Generalizable Vision-Language Models
  12 Mar 2023 0 repositories listed
• RotoGBML: Towards Out-of-Distribution Generalization for Gradient-Based Meta-Learning
  12 Mar 2023 0 repositories listed
• Anomaly Detection with Ensemble of Encoder and Decoder
  11 Mar 2023 0 repositories listed
• On Momentum-Based Gradient Methods for Bilevel Optimization with Nonconvex Lower-Level
  7 Mar 2023 0 repositories listed
• Knowledge-embedded meta-learning model for lift coefficient prediction of airfoils
  6 Mar 2023 0 repositories listed
• MetaPhysiCa: OOD Robustness in Physics-informed Machine Learning
  6 Mar 2023 0 repositories listed
• Model-Agnostic Meta-Learning for Natural Language Understanding Tasks in Finance
  6 Mar 2023 0 repositories listed
• Scenario-Agnostic Zero-Trust Defense with Explainable Threshold Policy: A Meta-Learning Approach
  6 Mar 2023 0 repositories listed
• Time Associated Meta Learning for Clinical Prediction
  5 Mar 2023 0 repositories listed
• Model-Agnostic Meta-Learning for Multilingual Hate Speech Detection
  4 Mar 2023 0 repositories listed
• Self-tuning hyper-parameters for unsupervised cross-lingual tokenization
  4 Mar 2023 0 repositories listed
• A Meta-Learning Approach to Predicting Performance and Data Requirements
  2 Mar 2023 0 repositories listed
• Augmenting Medical Imaging: A Comprehensive Catalogue of 65 Techniques for Enhanced Data Analysis
  2 Mar 2023 0 repositories listed
• Learning to Adapt to Online Streams with Distribution Shifts
  2 Mar 2023 0 repositories listed
• First-order ANIL provably learns representations despite overparametrization
  2 Mar 2023 0 repositories listed
• Learning to Retain while Acquiring: Combating Distribution-Shift in Adversarial Data-Free Knowledge Distillation
  28 Feb 2023 0 repositories listed
• Bayes meets Bernstein at the Meta Level: an Analysis of Fast Rates in Meta-Learning with PAC-Bayes
  23 Feb 2023 0 repositories listed
• MONGOOSE: Path-wise Smooth Bayesian Optimisation via Meta-learning
  22 Feb 2023 0 repositories listed
• Mask-guided BERT for Few Shot Text Classification
  21 Feb 2023 0 repositories listed
• Deep Neural Networks based Meta-Learning for Network Intrusion Detection
  18 Feb 2023 0 repositories listed
• Learning to Initialize: Can Meta Learning Improve Cross-task Generalization in Prompt Tuning?
  16 Feb 2023 0 repositories listed
• A Meta-Learning Approach to Population-Based Modelling of Structures
  15 Feb 2023 0 repositories listed
• Market-Aware Models for Efficient Cross-Market Recommendation
  14 Feb 2023 0 repositories listed
• Stabilized In-Context Learning with Pre-trained Language Models for Few Shot Dialogue State Tracking
  12 Feb 2023 0 repositories listed
• Meta-Learning Based Knowledge Extrapolation for Temporal Knowledge Graph
  11 Feb 2023 0 repositories listed
• Enhancing Modality-Agnostic Representations via Meta-Learning for Brain Tumor Segmentation
  8 Feb 2023 0 repositories listed
• APAM: Adaptive Pre-training and Adaptive Meta Learning in Language Model for Noisy Labels and Long-tailed Learning
  6 Feb 2023 0 repositories listed
• Cross-Frequency Time Series Meta-Forecasting
  4 Feb 2023 0 repositories listed
• Efficient Gradient Approximation Method for Constrained Bilevel Optimization
  3 Feb 2023 0 repositories listed
• Algorithm Design for Online Meta-Learning with Task Boundary Detection
  2 Feb 2023 0 repositories listed
• Meta Learning in Decentralized Neural Networks: Towards More General AI
  2 Feb 2023 0 repositories listed
• MetaTKG: Learning Evolutionary Meta-Knowledge for Temporal Knowledge Graph Reasoning
  2 Feb 2023 0 repositories listed
• Local transfer learning from one data space to another
  1 Feb 2023 0 repositories listed
• A Knowledge-Driven Meta-Learning Method for CSI Feedback
  31 Jan 2023 0 repositories listed
• Online Loss Function Learning
  30 Jan 2023 0 repositories listed
• Robust Meta Learning for Image based tasks
  30 Jan 2023 0 repositories listed
• MetaNO: How to Transfer Your Knowledge on Learning Hidden Physics
  28 Jan 2023 0 repositories listed
• Meta-Learning Mini-Batch Risk Functionals
  27 Jan 2023 0 repositories listed
• Invariant Meta Learning for Out-of-Distribution Generalization
  26 Jan 2023 0 repositories listed
• On the Convergence of No-Regret Learning Dynamics in Time-Varying Games
  26 Jan 2023 0 repositories listed
• Concept Discovery for Fast Adapatation
  19 Jan 2023 0 repositories listed
• Exploiting Style Transfer-based Task Augmentation for Cross-Domain Few-Shot Learning
  19 Jan 2023 0 repositories listed
• Improve Noise Tolerance of Robust Loss via Noise-Awareness
  18 Jan 2023 0 repositories listed
• Convergence of First-Order Algorithms for Meta-Learning with Moreau Envelopes
  17 Jan 2023 0 repositories listed
• Bayesian and Multi-Armed Contextual Meta-Optimization for Efficient Wireless Radio Resource Management
  16 Jan 2023 0 repositories listed
• Meta Generative Attack on Person Reidentification
  16 Jan 2023 0 repositories listed
• Thompson Sampling with Diffusion Generative Prior
  12 Jan 2023 0 repositories listed
• Optimistic Meta-Gradients
  9 Jan 2023 0 repositories listed
• A Meta-Learning Algorithm for Interrogative Agendas
  4 Jan 2023 0 repositories listed
• Task Weighting in Meta-learning with Trajectory Optimisation
  4 Jan 2023 0 repositories listed
• Metalearning generalizable dynamics from trajectories
  3 Jan 2023 0 repositories listed
• On Finding Small Hyper-Gradients in Bilevel Optimization: Hardness Results and Improved Analysis
  2 Jan 2023 0 repositories listed
• A Simple Recipe to Meta-Learn Forward and Backward Transfer
  1 Jan 2023 0 repositories listed
• An Erudite Fine-Grained Visual Classification Model
  1 Jan 2023 0 repositories listed
• Bi-Level Meta-Learning for Few-Shot Domain Generalization
  1 Jan 2023 0 repositories listed
• Dual Meta-Learning with Longitudinally Consistent Regularization for One-Shot Brain Tissue Segmentation Across the Human Lifespan
  1 Jan 2023 0 repositories listed
• Global Perception Based Autoregressive Neural Processes
  1 Jan 2023 0 repositories listed
• Ground-Truth Free Meta-Learning for Deep Compressive Sampling
  1 Jan 2023 0 repositories listed
• Improving Generalization of Meta-Learning With Inverted Regularization at Inner-Level
  1 Jan 2023 0 repositories listed
• Learn TAROT with MENTOR: A Meta-Learned Self-Supervised Approach for Trajectory Prediction
  1 Jan 2023 0 repositories listed
• MetaMix: Towards Corruption-Robust Continual Learning With Temporally Self-Adaptive Data Transformation
  1 Jan 2023 0 repositories listed
• s-Adaptive Decoupled Prototype for Few-Shot Object Detection
  1 Jan 2023 0 repositories listed
• Eliminating Meta Optimization Through Self-Referential Meta Learning
  29 Dec 2022 0 repositories listed
• On Implicit Bias in Overparameterized Bilevel Optimization
  28 Dec 2022 0 repositories listed
• Wormhole MAML: Meta-Learning in Glued Parameter Space
  28 Dec 2022 0 repositories listed
• Meta-Learning for Color-to-Infrared Cross-Modal Style Transfer
  24 Dec 2022 0 repositories listed
• LogAnMeta: Log Anomaly Detection Using Meta Learning
  21 Dec 2022 0 repositories listed
• AdverSAR: Adversarial Search and Rescue via Multi-Agent Reinforcement Learning
  20 Dec 2022 0 repositories listed
• End to End Generative Meta Curriculum Learning For Medical Data Augmentation
  20 Dec 2022 0 repositories listed
• Robust and Resource-efficient Machine Learning Aided Viewport Prediction in Virtual Reality
  20 Dec 2022 0 repositories listed
• Cognitive Level-k Meta-Learning for Safe and Pedestrian-Aware Autonomous Driving
  17 Dec 2022 0 repositories listed
• Toward Improved Generalization: Meta Transfer of Self-supervised Knowledge on Graphs
  16 Dec 2022 0 repositories listed
• Instance-Conditional Timescales of Decay for Non-Stationary Learning
  12 Dec 2022 0 repositories listed
• Selective classification using a robust meta-learning approach
  12 Dec 2022 0 repositories listed
• Learn to Explore: on Bootstrapping Interactive Data Exploration with Meta-learning
  7 Dec 2022 0 repositories listed
• Few-Shot Preference Learning for Human-in-the-Loop RL
  6 Dec 2022 0 repositories listed
• DIAMOND: Taming Sample and Communication Complexities in Decentralized Bilevel Optimization
  5 Dec 2022 0 repositories listed
• Meta-Learning Fast Weight Language Models
  5 Dec 2022 0 repositories listed
• Meta Learning for Few-Shot Medical Text Classification
  3 Dec 2022 0 repositories listed
• Adaptive Robust Model Predictive Control via Uncertainty Cancellation
  2 Dec 2022 0 repositories listed
• Towards Cross Domain Generalization of Hamiltonian Representation via Meta Learning
  2 Dec 2022 0 repositories listed
• Meta-Shop: Improving Item Advertisement For Small Businesses
  2 Dec 2022 0 repositories listed
• On the Energy and Communication Efficiency Tradeoffs in Federated and Multi-Task Learning
  2 Dec 2022 0 repositories listed
• Generalized Face Anti-Spoofing via Multi-Task Learning and One-Side Meta Triplet Loss
  29 Nov 2022 0 repositories listed
• Rethinking the Number of Shots in Robust Model-Agnostic Meta-Learning
  28 Nov 2022 0 repositories listed
• Breaking Immutable: Information-Coupled Prototype Elaboration for Few-Shot Object Detection
  27 Nov 2022 0 repositories listed