Browse State-of-the-Art › Meta-Learning › Papers, page 25

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 25 of 36: papers 2,401 to 2,500 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.

• Self-Programming Artificial Intelligence Using Code-Generating Language Models
  30 Apr 2022 0 repositories listed
• Fast and Scalable Human Pose Estimation using mmWave Point Cloud
  29 Apr 2022 0 repositories listed
• Adaptable Text Matching via Meta-Weight Regulator
  27 Apr 2022 0 repositories listed
• Meta-Learning Based Early Fault Detection for Rolling Bearings via Few-Shot Anomaly Detection
  27 Apr 2022 0 repositories listed
• Function-words Enhanced Attention Networks for Few-Shot Inverse Relation Classification
  26 Apr 2022 0 repositories listed
• Meta-free few-shot learning via representation learning with weight averaging
  26 Apr 2022 0 repositories listed
• Reinforcement Teaching
  25 Apr 2022 0 repositories listed
• Skill-based Meta-Reinforcement Learning
  25 Apr 2022 0 repositories listed
• Reinforcing Generated Images via Meta-learning for One-Shot Fine-Grained Visual Recognition
  22 Apr 2022 0 repositories listed
• Few-shot learning for medical text: A systematic review
  21 Apr 2022 0 repositories listed
• AutoMLBench: A Comprehensive Experimental Evaluation of Automated Machine Learning Frameworks
  18 Apr 2022 0 repositories listed
• Multi-Modal Few-Shot Object Detection with Meta-Learning-Based Cross-Modal Prompting
  16 Apr 2022 0 repositories listed
• MetaSets: Meta-Learning on Point Sets for Generalizable Representations
  15 Apr 2022 0 repositories listed
• DistPro: Searching A Fast Knowledge Distillation Process via Meta Optimization
  12 Apr 2022 0 repositories listed
• A Simple Approach to Adversarial Robustness in Few-shot Image Classification
  11 Apr 2022 0 repositories listed
• MGIMN: Multi-Grained Interactive Matching Network for Few-shot Text Classification
  11 Apr 2022 0 repositories listed
• Learning to Adapt to Domain Shifts with Few-shot Samples in Anomalous Sound Detection
  5 Apr 2022 0 repositories listed
• Model Based Meta Learning of Critics for Policy Gradients
  5 Apr 2022 0 repositories listed
• Towards Explainable Meta-Learning for DDoS Detection
  5 Apr 2022 0 repositories listed
• Context-aware Visual Tracking with Joint Meta-updating
  4 Apr 2022 0 repositories listed
• A Dynamic Meta-Learning Model for Time-Sensitive Cold-Start Recommendations
  3 Apr 2022 0 repositories listed
• Meta-Learning Approaches for a One-Shot Collective-Decision Aggregation: Correctly Choosing how to Choose Correctly
  3 Apr 2022 0 repositories listed
• On the Efficiency of Integrating Self-supervised Learning and Meta-learning for User-defined Few-shot Keyword Spotting
  1 Apr 2022 0 repositories listed
• Improved Relation Networks for End-to-End Speaker Verification and Identification
  31 Mar 2022 0 repositories listed
• Quantum-Aided Meta-Learning for Bayesian Binary Neural Networks via Born Machines
  31 Mar 2022 0 repositories listed
• FALCON: Fast Visual Concept Learning by Integrating Images, Linguistic descriptions, and Conceptual Relations
  30 Mar 2022 0 repositories listed
• Higher-Order Generalization Bounds: Learning Deep Probabilistic Programs via PAC-Bayes Objectives
  30 Mar 2022 0 repositories listed
• Supervised Graph Contrastive Learning for Few-shot Node Classification
  29 Mar 2022 0 repositories listed
• Exploring Frequency Adversarial Attacks for Face Forgery Detection
  29 Mar 2022 0 repositories listed
• Kernel Modulation: A Parameter-Efficient Method for Training Convolutional Neural Networks
  29 Mar 2022 0 repositories listed
• Zero-shot meta-learning for small-scale data from human subjects
  29 Mar 2022 0 repositories listed
• A Framework of Meta Functional Learning for Regularising Knowledge Transfer
  28 Mar 2022 0 repositories listed
• Boosting Black-Box Adversarial Attacks with Meta Learning
  28 Mar 2022 0 repositories listed
• Sketch3T: Test-Time Training for Zero-Shot SBIR
  28 Mar 2022 0 repositories listed
• Style-Guided Domain Adaptation for Face Presentation Attack Detection
  28 Mar 2022 0 repositories listed
• Recent Few-Shot Object Detection Algorithms: A Survey with Performance Comparison
  27 Mar 2022 0 repositories listed
• Learn to Adapt for Monocular Depth Estimation
  26 Mar 2022 0 repositories listed
• CAD: Co-Adapting Discriminative Features for Improved Few-Shot Classification
  25 Mar 2022 0 repositories listed
• Domain-Generalized Textured Surface Anomaly Detection
  23 Mar 2022 0 repositories listed
• Improving Meta-learning for Low-resource Text Classification and Generation via Memory Imitation
  22 Mar 2022 0 repositories listed
• Negative Inner-Loop Learning Rates Learn Universal Features
  18 Mar 2022 0 repositories listed
• Meta-Reinforcement Learning for the Tuning of PI Controllers: An Offline Approach
  17 Mar 2022 0 repositories listed
• Meta-Learning of NAS for Few-shot Learning in Medical Image Applications
  16 Mar 2022 0 repositories listed
• Practical Conditional Neural Processes Via Tractable Dependent Predictions
  16 Mar 2022 0 repositories listed
• Meta Ordinal Regression Forest for Medical Image Classification with Ordinal Labels
  15 Mar 2022 0 repositories listed
• Deep Transfer Learning with Graph Neural Network for Sensor-Based Human Activity Recognition
  14 Mar 2022 0 repositories listed
• MetaCon: Unified Predictive Segments System with Trillion Concept Meta-Learning
  9 Mar 2022 0 repositories listed
• SuperCone: Unified User Segmentation over Heterogeneous Experts via Concept Meta-learning
  9 Mar 2022 0 repositories listed
• Contrastive Conditional Neural Processes
  8 Mar 2022 0 repositories listed
• Automated Few-Shot Time Series Forecasting based on Bi-level Programming
  7 Mar 2022 0 repositories listed
• Evaluating State of the Art, Forecasting Ensembles- and Meta-learning Strategies for Model Fusion
  7 Mar 2022 0 repositories listed
• Learning from Few Examples: A Summary of Approaches to Few-Shot Learning
  7 Mar 2022 0 repositories listed
• Meta Mirror Descent: Optimiser Learning for Fast Convergence
  5 Mar 2022 0 repositories listed
• MetaDT: Meta Decision Tree with Class Hierarchy for Interpretable Few-Shot Learning
  3 Mar 2022 0 repositories listed
• Continuous-Time Meta-Learning with Forward Mode Differentiation
  2 Mar 2022 0 repositories listed
• A Primal-Dual Approach to Bilevel Optimization with Multiple Inner Minima
  1 Mar 2022 0 repositories listed
• Amortized Proximal Optimization
  28 Feb 2022 0 repositories listed
• Prepare for Trouble and Make it Double. Supervised and Unsupervised Stacking for AnomalyBased Intrusion Detection
  28 Feb 2022 0 repositories listed
• Interpretable Concept-based Prototypical Networks for Few-Shot Learning
  27 Feb 2022 0 repositories listed
• Towards Scalable and Robust Structured Bandits: A Meta-Learning Framework
  26 Feb 2022 0 repositories listed
• MetaVA: Curriculum Meta-learning and Pre-fine-tuning of Deep Neural Networks for Detecting Ventricular Arrhythmias based on ECGs
  25 Feb 2022 0 repositories listed
• Finite-Sum Coupled Compositional Stochastic Optimization: Theory and Applications
  24 Feb 2022 0 repositories listed
• Towards Better Meta-Initialization with Task Augmentation for Kindergarten-aged Speech Recognition
  24 Feb 2022 0 repositories listed
• Reinforcement Learning in Practice: Opportunities and Challenges
  23 Feb 2022 0 repositories listed
• Towards Tailored Models on Private AIoT Devices: Federated Direct Neural Architecture Search
  23 Feb 2022 0 repositories listed
• Enabling Reproducibility and Meta-learning Through a Lifelong Database of Experiments (LDE)
  22 Feb 2022 0 repositories listed
• Imbalanced Classification via Explicit Gradient Learning From Augmented Data
  21 Feb 2022 0 repositories listed
• A History of Meta-gradient: Gradient Methods for Meta-learning
  20 Feb 2022 0 repositories listed
• Meta-learning with GANs for anomaly detection, with deployment in high-speed rail inspection system
  11 Feb 2022 0 repositories listed
• MAML and ANIL Provably Learn Representations
  7 Feb 2022 0 repositories listed
• Distribution Embedding Networks for Generalization from a Diverse Set of Classification Tasks
  4 Feb 2022 0 repositories listed
• FORML: Learning to Reweight Data for Fairness
  3 Feb 2022 0 repositories listed
• Fully Online Meta-Learning Without Task Boundaries
  1 Feb 2022 0 repositories listed
• Meta-Learning Hypothesis Spaces for Sequential Decision-making
  1 Feb 2022 0 repositories listed
• Neural Collaborative Filtering Bandits via Meta Learning
  31 Jan 2022 0 repositories listed
• Generalized Visual Quality Assessment of GAN-Generated Face Images
  28 Jan 2022 0 repositories listed
• Transfering Hierarchical Structure with Dual Meta Imitation Learning
  28 Jan 2022 0 repositories listed
• Challenges and Opportunities for Machine Learning Classification of Behavior and Mental State from Images
  26 Jan 2022 0 repositories listed
• Pre-Trained Language Transformers are Universal Image Classifiers
  25 Jan 2022 0 repositories listed
• Synthetic speech detection using meta-learning with prototypical loss
  24 Jan 2022 0 repositories listed
• Meta Learning MDPs with Linear Transition Models
  21 Jan 2022 0 repositories listed
• Meta Learning for Code Summarization
  20 Jan 2022 0 repositories listed
• Learning Tensor Representations for Meta-Learning
  18 Jan 2022 0 repositories listed
• Leaving No One Behind: A Multi-Scenario Multi-Task Meta Learning Approach for Advertiser Modeling
  18 Jan 2022 0 repositories listed
• System-Agnostic Meta-Learning for MDP-based Dynamic Scheduling via Descriptive Policy
  18 Jan 2022 0 repositories listed
• Prior Knowledge for Few-shot Learning—Inductive Reasoning and Distribution Calibration
  17 Jan 2022 0 repositories listed
• Representation Change in Model-Agnostic Meta-Learning
  17 Jan 2022 0 repositories listed
• Understanding Few-Shot Multi-Task Representation Learning Theory
  17 Jan 2022 0 repositories listed
• A Meta-transfer Learning framework for Visually Grounded Compositional Concept Learning
  16 Jan 2022 0 repositories listed
• AllWOZ: Towards Multilingual Task-Oriented Dialog Systems for All
  16 Jan 2022 0 repositories listed
• Doing More with Less: Overcoming Data Scarcity for POI Recommendation via Cross-Region Transfer
  16 Jan 2022 0 repositories listed
• Improving both domain robustness and domain adaptability in machine translation
  16 Jan 2022 0 repositories listed
• Low Resource Style Transfer via Domain Adaptive Meta Learning
  16 Jan 2022 0 repositories listed
• Meta-CQG: A Meta-Learning Framework for Complex Question Generation over Knowledge Graph
  16 Jan 2022 0 repositories listed
• Meta Learning for Natural Language Processing: A Survey
  16 Jan 2022 0 repositories listed
• MetaDance: Few-shot Dancing Video Retargeting via Temporal-aware Meta-learning
  13 Jan 2022 0 repositories listed
• Towards Automated Error Analysis: Learning to Characterize Errors
  13 Jan 2022 0 repositories listed
• Automated Reinforcement Learning (AutoRL): A Survey and Open Problems
  11 Jan 2022 0 repositories listed
• Winning solutions and post-challenge analyses of the ChaLearn AutoDL challenge 2019
  11 Jan 2022 0 repositories listed
• Budget-aware Few-shot Learning via Graph Convolutional Network
  7 Jan 2022 0 repositories listed