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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 35 of 36: papers 3,401 to 3,500 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.

• Addressing the Loss-Metric Mismatch with Adaptive Loss Alignment
  15 May 2019 0 repositories listed
• Meta-Learning for Low-resource Natural Language Generation in Task-oriented Dialogue Systems
  14 May 2019 0 repositories listed
• Few-Shot Viewpoint Estimation
  13 May 2019 0 repositories listed
• Data-Efficient Mutual Information Neural Estimator
  8 May 2019 0 repositories listed
• Meta-learning of Sequential Strategies
  8 May 2019 0 repositories listed
• Interpretable Automated Machine Learning in Maana(TM) Knowledge Platform
  6 May 2019 0 repositories listed
• Meta-learners' learning dynamics are unlike learners'
  3 May 2019 0 repositories listed
• Attentive Task-Agnostic Meta-Learning for Few-Shot Text Classification
  1 May 2019 0 repositories listed
• Guided Evolutionary Strategies: Escaping the curse of dimensionality in random search
  1 May 2019 0 repositories listed
• Learning a Meta-Solver for Syntax-Guided Program Synthesis
  1 May 2019 0 repositories listed
• Learning from Noisy Demonstration Sets via Meta-Learned Suitability Assessor
  1 May 2019 0 repositories listed
• Learning to Learn with Conditional Class Dependencies
  1 May 2019 0 repositories listed
• Learning to Reinforcement Learn by Imitation
  1 May 2019 0 repositories listed
• Learning Unsupervised Learning Rules
  1 May 2019 0 repositories listed
• MahiNet: A Neural Network for Many-Class Few-Shot Learning with Class Hierarchy
  1 May 2019 0 repositories listed
• Meta-Learning to Guide Segmentation
  1 May 2019 0 repositories listed
• Meta-Learning with Domain Adaptation for Few-Shot Learning under Domain Shift
  1 May 2019 0 repositories listed
• Modulating transfer between tasks in gradient-based meta-learning
  1 May 2019 0 repositories listed
• Projective Subspace Networks For Few-Shot Learning
  1 May 2019 0 repositories listed
• Sample-efficient policy learning in multi-agent Reinforcement Learning via meta-learning
  1 May 2019 0 repositories listed
• Transferring SLU Models in Novel Domains
  1 May 2019 0 repositories listed
• Learning Meta Model for Zero- and Few-shot Face Anti-spoofing
  29 Apr 2019 0 repositories listed
• Meta-Weighted Gaussian Process Experts for Personalized Forecasting of AD Cognitive Changes
  19 Apr 2019 0 repositories listed
• Hierarchical Meta Learning
  19 Apr 2019 0 repositories listed
• Online Adaptation through Meta-Learning for Stereo Depth Estimation
  17 Apr 2019 0 repositories listed
• ACE: Adapting to Changing Environments for Semantic Segmentation
  12 Apr 2019 0 repositories listed
• MxML: Mixture of Meta-Learners for Few-Shot Classification
  11 Apr 2019 0 repositories listed
• L2AE-D: Learning to Aggregate Embeddings for Few-shot Learning with Meta-level Dropout
  8 Apr 2019 0 repositories listed
• Actively Seeking and Learning from Live Data
  5 Apr 2019 0 repositories listed
• A Hybrid Approach with Optimization and Metric-based Meta-Learner for Few-Shot Learning
  4 Apr 2019 0 repositories listed
• Adaptive Bayesian Linear Regression for Automated Machine Learning
  1 Apr 2019 0 repositories listed
• Guided Meta-Policy Search
  1 Apr 2019 0 repositories listed
• Meta-Learning surrogate models for sequential decision making
  28 Mar 2019 0 repositories listed
• A Pseudo-Label Method for Coarse-to-Fine Multi-Label Learning with Limited Supervision
  25 Mar 2019 0 repositories listed
• Few-Shot Regression via Learned Basis Functions
  25 Mar 2019 0 repositories listed
• Enhancing Generalization of First-Order Meta-Learning
  22 Mar 2019 0 repositories listed
• Learning Feature Relevance Through Step Size Adaptation in Temporal-Difference Learning
  8 Mar 2019 0 repositories listed
• Assume, Augment and Learn: Unsupervised Few-Shot Meta-Learning via Random Labels and Data Augmentation
  26 Feb 2019 0 repositories listed
• Online Meta-Learning
  22 Feb 2019 0 repositories listed
• Where Do Human Heuristics Come From?
  20 Feb 2019 0 repositories listed
• FaceSpoof Buster: a Presentation Attack Detector Based on Intrinsic Image Properties and Deep Learning
  7 Feb 2019 0 repositories listed
• Reward Shaping via Meta-Learning
  27 Jan 2019 0 repositories listed
• Few-shot Learning with Meta Metric Learners
  26 Jan 2019 0 repositories listed
• Stacking and stability
  26 Jan 2019 0 repositories listed
• Meta-Learning Mean Functions for Gaussian Processes
  23 Jan 2019 0 repositories listed
• Meta-Learning for Contextual Bandit Exploration
  23 Jan 2019 0 repositories listed
• Meta Reinforcement Learning with Distribution of Exploration Parameters Learned by Evolution Strategies
  29 Dec 2018 0 repositories listed
• Learning to Navigate the Web
  21 Dec 2018 0 repositories listed
• Deep Online Learning via Meta-Learning: Continual Adaptation for Model-Based RL
  18 Dec 2018 0 repositories listed
• Toward Multimodal Model-Agnostic Meta-Learning
  18 Dec 2018 0 repositories listed
• Reconciling meta-learning and continual learning with online mixtures of tasks
  14 Dec 2018 0 repositories listed
• Face-Focused Cross-Stream Network for Deception Detection in Videos
  11 Dec 2018 0 repositories listed
• Prior-Knowledge and Attention-based Meta-Learning for Few-Shot Learning
  11 Dec 2018 0 repositories listed
• The effects of negative adaptation in Model-Agnostic Meta-Learning
  5 Dec 2018 0 repositories listed
• Learning To Learn Around A Common Mean
  1 Dec 2018 0 repositories listed
• MetaReg: Towards Domain Generalization using Meta-Regularization
  1 Dec 2018 0 repositories listed
• One-at-a-time: A Meta-Learning Recommender-System for Recommendation-Algorithm Selection on Micro Level
  30 Nov 2018 0 repositories listed
• Formulating Camera-Adaptive Color Constancy as a Few-shot Meta-Learning Problem
  28 Nov 2018 0 repositories listed
• Unsupervised Meta-Learning For Few-Shot Image Classification
  28 Nov 2018 0 repositories listed
• ParsRec: A Novel Meta-Learning Approach to Recommending Bibliographic Reference Parsers
  26 Nov 2018 0 repositories listed
• Representation based and Attention augmented Meta learning
  19 Nov 2018 0 repositories listed
• Learning to Bound the Multi-class Bayes Error
  15 Nov 2018 0 repositories listed
• Meta-Learning for Multi-objective Reinforcement Learning
  8 Nov 2018 0 repositories listed
• Transformative Machine Learning
  8 Nov 2018 0 repositories listed
• META-DES.H: a dynamic ensemble selection technique using meta-learning and a dynamic weighting approach
  1 Nov 2018 0 repositories listed
• META-DES.Oracle: Meta-learning and feature selection for ensemble selection
  1 Nov 2018 0 repositories listed
• On Meta-Learning for Dynamic Ensemble Selection
  1 Nov 2018 0 repositories listed
• RELF: Robust Regression Extended with Ensemble Loss Function
  25 Oct 2018 0 repositories listed
• Meta-Learning Multi-task Communication
  23 Oct 2018 0 repositories listed
• Gradient Agreement as an Optimization Objective for Meta-Learning
  18 Oct 2018 0 repositories listed
• A Data-Efficient Framework for Training and Sim-to-Real Transfer of Navigation Policies
  11 Oct 2018 0 repositories listed
• Meta-Learning: A Survey
  8 Oct 2018 0 repositories listed
• Unsupervised Learning via Meta-Learning
  4 Oct 2018 0 repositories listed
• SParse: Koç University Graph-Based Parsing System for the CoNLL 2018 Shared Task
  1 Oct 2018 0 repositories listed
• META-DES: A Dynamic Ensemble Selection Framework using Meta-Learning
  30 Sep 2018 0 repositories listed
• A Better Baseline for Second Order Gradient Estimation in Stochastic Computation Graphs
  27 Sep 2018 0 repositories listed
• AutoLoss: Learning Discrete Schedule for Alternate Optimization
  27 Sep 2018 0 repositories listed
• CAML: Fast Context Adaptation via Meta-Learning
  27 Sep 2018 0 repositories listed
• Correction Networks: Meta-Learning for Zero-Shot Learning
  27 Sep 2018 0 repositories listed
• Meta Learning with Fast/Slow Learners
  27 Sep 2018 0 repositories listed
• Meta-Learning with Individualized Feature Space for Few-Shot Classification
  27 Sep 2018 0 repositories listed
• Model-Agnostic Meta-Learning for Multimodal Task Distributions
  27 Sep 2018 0 repositories listed
• Sample Efficient Adaptive Text-to-Speech
  27 Sep 2018 0 repositories listed
• Variadic Learning by Bayesian Nonparametric Deep Embedding
  27 Sep 2018 0 repositories listed
• A Meta-Learning Approach for Custom Model Training
  21 Sep 2018 0 repositories listed
• Few-Shot Human Motion Prediction via Meta-Learning
  1 Sep 2018 0 repositories listed
• NEU: A Meta-Algorithm for Universal UAP-Invariant Feature Representation
  31 Aug 2018 0 repositories listed
• ParsRec: Meta-Learning Recommendations for Bibliographic Reference Parsing
  27 Aug 2018 0 repositories listed
• Meta-Learning for Low-Resource Neural Machine Translation
  25 Aug 2018 0 repositories listed
• Learning to Support: Exploiting Structure Information in Support Sets for One-Shot Learning
  22 Aug 2018 0 repositories listed
• Angular-Based Word Meta-Embedding Learning
  13 Aug 2018 0 repositories listed
• RARD II: The 94 Million Related-Article Recommendation Dataset
  18 Jul 2018 0 repositories listed
• Deep neural network ensemble by data augmentation and bagging for skin lesion classification
  15 Jul 2018 0 repositories listed
• Variance Reduction for Reinforcement Learning in Input-Driven Environments
  6 Jul 2018 0 repositories listed
• Attention-based Few-Shot Person Re-identification Using Meta Learning
  24 Jun 2018 0 repositories listed
• Learning to Update for Object Tracking with Recurrent Meta-learner
  19 Jun 2018 0 repositories listed
• Meta-learning: searching in the model space
  16 Jun 2018 0 repositories listed
• Bilevel Programming for Hyperparameter Optimization and Meta-Learning
  13 Jun 2018 0 repositories listed
• Meta-Learning Transferable Active Learning Policies by Deep Reinforcement Learning
  12 Jun 2018 0 repositories listed
• Unsupervised Meta-Learning for Reinforcement Learning
  12 Jun 2018 0 repositories listed