Methods › General › Meta-Learning Algorithms › MAML › Papers, page 2

Model-Agnostic Meta-Learning

MAML

Papers archive 2025-07-28

archive papers tagged: 232 · with a code link: 90 · where Syntology ran a sample: 28 (18 with a run with no instrument failure, 10 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (28 of 232 tagged: 18 with a run with no instrument failure, 10 where every run was a failure of Syntology's instrument)

Page 2 of 3: papers 101 to 200 of 232, newest first by the archive's date (ties by slug), in archive order.

Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code, as “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 instrument figure counts failures of Syntology's instrument, not of the code. It is per sample and not a correctness claim. 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; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from.

• Meta-Learning with Task-Adaptive Loss Function for Few-Shot Learning
  8 Oct 2021 · 1 repository · arXiv:2110.03909
  Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples) · 4 pointer-only (licence)
• Generalization Bounds For Meta-Learning: An Information-Theoretic Analysis
  29 Sep 2021 · 1 repository · arXiv:2109.14595
  Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Unraveling Model-Agnostic Meta-Learning via The Adaptation Learning Rate
  29 Sep 2021 · 0 repositories
• Sign-MAML: Efficient Model-Agnostic Meta-Learning by SignSGD
  15 Sep 2021 · 1 repository · arXiv:2109.07497
• Rapid Model Architecture Adaption for Meta-Learning
  10 Sep 2021 · 0 repositories · arXiv:2109.04925
• Bootstrapped Meta-Learning
  9 Sep 2021 · 1 repository · arXiv:2109.04504
• Learning to Segment Medical Images from Few-Shot Sparse Labels
  12 Aug 2021 · 1 repository · arXiv:2108.05476
• Multimodal Meta-Learning for Time Series Regression
  5 Aug 2021 · 0 repositories · arXiv:2108.02842
• Bilevel Optimization for Machine Learning: Algorithm Design and Convergence Analysis
  31 Jul 2021 · 0 repositories · arXiv:2108.00330
• Will Multi-modal Data Improves Few-shot Learning?
  25 Jul 2021 · 0 repositories · arXiv:2107.11853
• Modality-aware Mutual Learning for Multi-modal Medical Image Segmentation
  21 Jul 2021 · 2 repositories · arXiv:2107.09842
• How to Train Your MAML to Excel in Few-Shot Classification
  30 Jun 2021 · 1 repository · arXiv:2106.16245
  Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 2 unverified (of 5 harvested samples) · 5 pointer-only (licence)
• MAML is a Noisy Contrastive Learner in Classification
  29 Jun 2021 · 1 repository · arXiv:2106.15367
  Syntology 1 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified; the one sample that ran constructed an object rather than computing a result (of 1 harvested sample)
• Compositional federated learning: Applications in distributionally robust averaging and meta learning
  21 Jun 2021 · 0 repositories · arXiv:2106.11264
• Memory-Based Optimization Methods for Model-Agnostic Meta-Learning and Personalized Federated Learning
  9 Jun 2021 · 1 repository · arXiv:2106.04911
• Meta-learning with implicit gradients in a few-shot setting for medical image segmentation
  6 Jun 2021 · 0 repositories · arXiv:2106.03223
• Signal Transformer: Complex-valued Attention and Meta-Learning for Signal Recognition
  5 Jun 2021 · 0 repositories · arXiv:2106.04392
• Minimax and Neyman-Pearson Meta-Learning for Outlier Languages
  2 Jun 2021 · 1 repository · arXiv:2106.01051
• Energy-Efficient and Federated Meta-Learning via Projected Stochastic Gradient Ascent
  31 May 2021 · 0 repositories · arXiv:2105.14772
• Exploring the Similarity of Representations in Model-Agnostic Meta-Learning
  12 May 2021 · 1 repository · arXiv:2105.05757
  Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 3 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 8 harvested samples) · 3 pointer-only (licence)
• Long Short-Term Temporal Meta-learning in Online Recommendation
  8 May 2021 · 0 repositories · arXiv:2105.03686
• Few-Shot Learning for Image Classification of Common Flora
  7 May 2021 · 1 repository · arXiv:2105.03056
• How Fine-Tuning Allows for Effective Meta-Learning
  5 May 2021 · 0 repositories · arXiv:2105.02221
• Stateless Neural Meta-Learning using Second-Order Gradients
  21 Apr 2021 · 1 repository · arXiv:2104.10527
• X-METRA-ADA: Cross-lingual Meta-Transfer Learning Adaptation to Natural Language Understanding and Question Answering
  20 Apr 2021 · 1 repository · arXiv:2104.09696
• Repurposing Pretrained Models for Robust Out-of-domain Few-Shot Learning
  16 Mar 2021 · 1 repository · arXiv:2103.09027
  Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Accelerating Online Reinforcement Learning via Model-Based Meta-Learning
  15 Mar 2021 · 0 repositories
• Robust MAML: Prioritization task buffer with adaptive learning process for model-agnostic meta-learning
  15 Mar 2021 · 0 repositories · arXiv:2103.08233
• Meta-Learning with MAML on Trees
  8 Mar 2021 · 0 repositories · arXiv:2103.04691
• Trajectory-Based Meta-Learning for Out-Of-Vocabulary Word Embedding Learning
  24 Feb 2021 · 0 repositories · arXiv:2102.12266
• On Fast Adversarial Robustness Adaptation in Model-Agnostic Meta-Learning
  20 Feb 2021 · 1 repository · arXiv:2102.10454
• Generalization of Model-Agnostic Meta-Learning Algorithms: Recurring and Unseen Tasks
  7 Feb 2021 · 0 repositories · arXiv:2102.03832
• Meta-Learning with Neural Tangent Kernels
  7 Feb 2021 · 0 repositories · arXiv:2102.03909
• Meta-learning with negative learning rates
  1 Feb 2021 · 0 repositories · arXiv:2102.00940
• On Data Efficiency of Meta-learning
  30 Jan 2021 · 0 repositories · arXiv:2102.00127
• Stress Testing of Meta-learning Approaches for Few-shot Learning
  21 Jan 2021 · 0 repositories · arXiv:2101.08587
• Magnification Generalization for Histopathology Image Embedding
  18 Jan 2021 · 1 repository · arXiv:2101.07757
• Linear Representation Meta-Reinforcement Learning for Instant Adaptation
  12 Jan 2021 · 0 repositories · arXiv:2101.04750
• Few-Shot Learning with Class Imbalance
  7 Jan 2021 · 1 repository · arXiv:2101.02523
  Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Fixed-MAML for Few Shot Classification in Multilingual Speech Emotion Recognition
  5 Jan 2021 · 1 repository · arXiv:2101.01356
• Attacking Few-Shot Classifiers with Adversarial Support Sets
  1 Jan 2021 · 0 repositories
• B-SMALL: A Bayesian Neural Network approach to Sparse Model-Agnostic Meta-Learning
  1 Jan 2021 · 1 repository · arXiv:2101.00203
• Meta-GMVAE: Mixture of Gaussian VAE for Unsupervised Meta-Learning
  1 Jan 2021 · 1 repository
• Meta-Learning in Reproducing Kernel Hilbert Space
  1 Jan 2021 · 0 repositories
• Model agnostic meta-learning on trees
  1 Jan 2021 · 0 repositories
• Optimal allocation of data across training tasks in meta-learning
  1 Jan 2021 · 0 repositories
• To Learn Effective Features: Understanding the Task-Specific Adaptation of MAML
  1 Jan 2021 · 0 repositories
• Personalized Adaptive Meta Learning for Cold-start User Preference Prediction
  22 Dec 2020 · 0 repositories · arXiv:2012.11842
• Performance-Weighed Policy Sampling for Meta-Reinforcement Learning
  10 Dec 2020 · 0 repositories · arXiv:2012.06016
• SB-MTL: Score-based Meta Transfer-Learning for Cross-Domain Few-Shot Learning
  3 Dec 2020 · 0 repositories · arXiv:2012.01784
• Look-ahead Meta Learning for Continual Learning
  1 Dec 2020 · 2 repositories
• Meta-Information Guided Meta-Learning for Few-Shot Relation Classification
  1 Dec 2020 · 1 repository
• Online Fast Adaptation and Knowledge Accumulation (OSAKA): a New Approach to Continual Learning
  1 Dec 2020 · 0 repositories
• OOD-MAML: Meta-Learning for Few-Shot Out-of-Distribution Detection and Classification
  1 Dec 2020 · 0 repositories
• Feature Learning in Infinite-Width Neural Networks
  30 Nov 2020 · 4 repositories · arXiv:2011.14522
  Syntology community repositories only · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Making Graph Neural Networks Worth It for Low-Data Molecular Machine Learning
  24 Nov 2020 · 0 repositories · arXiv:2011.12203
• A Nested Bi-level Optimization Framework for Robust Few Shot Learning
  13 Nov 2020 · 0 repositories · arXiv:2011.06782
• Meta-Learning with Adaptive Hyperparameters
  31 Oct 2020 · 2 repositories · arXiv:2011.00209
  Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• How Does the Task Landscape Affect MAML Performance?
  27 Oct 2020 · 0 repositories · arXiv:2010.14672
• Modeling and Optimization Trade-off in Meta-learning
  24 Oct 2020 · 1 repository · arXiv:2010.12916
• Dif-MAML: Decentralized Multi-Agent Meta-Learning
  6 Oct 2020 · 0 repositories · arXiv:2010.02870
• Learning to Generate Image Source-Agnostic Universal Adversarial Perturbations
  29 Sep 2020 · 0 repositories · arXiv:2009.13714
• Complementary Meta-Reinforcement Learning for Fault-Adaptive Control
  26 Sep 2020 · 0 repositories · arXiv:2009.12634
• BOIL: Towards Representation Change for Few-shot Learning
  20 Aug 2020 · 1 repository · arXiv:2008.08882
  Syntology 1 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified; the one sample that ran constructed an object rather than computing a result (of 3 harvested samples) · 3 pointer-only (licence)
• La-MAML: Look-ahead Meta Learning for Continual Learning
  27 Jul 2020 · 3 repositories · arXiv:2007.13904
  Syntology official (archive's flag): 3 ran · 5 ran (of which 1 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 0 violated, 3 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 6 harvested samples) · 1 pointer-only (licence)
• Few-Shot Bearing Fault Diagnosis Based on Model-Agnostic Meta-Learning
  25 Jul 2020 · 0 repositories · arXiv:2007.12851
• Few-Shot One-Class Classification via Meta-Learning
  8 Jul 2020 · 1 repository · arXiv:2007.04146
• Few-shot Relation Extraction via Bayesian Meta-learning on Relation Graphs
  5 Jul 2020 · 1 repository · arXiv:2007.02387
  Syntology 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples)
• On the Outsized Importance of Learning Rates in Local Update Methods
  2 Jul 2020 · 1 repository · arXiv:2007.00878
• On the Global Optimality of Model-Agnostic Meta-Learning
  23 Jun 2020 · 0 repositories · arXiv:2006.13182
• Meta Learning in the Continuous Time Limit
  19 Jun 2020 · 0 repositories · arXiv:2006.10921
• Convergence of Meta-Learning with Task-Specific Adaptation over Partial Parameters
  16 Jun 2020 · 0 repositories · arXiv:2006.09486
• Attentive Feature Reuse for Multi Task Meta learning
  12 Jun 2020 · 0 repositories · arXiv:2006.07438
• BI-MAML: Balanced Incremental Approach for Meta Learning
  12 Jun 2020 · 0 repositories · arXiv:2006.07412
• Learning-to-Learn Personalised Human Activity Recognition Models
  12 Jun 2020 · 0 repositories · arXiv:2006.07472
• When Does MAML Objective Have Benign Landscape?
  31 May 2020 · 0 repositories · arXiv:2006.00453
• When does MAML Work the Best? An Empirical Study on Model-Agnostic Meta-Learning in NLP Applications
  24 May 2020 · 0 repositories · arXiv:2005.11700
• Information-Theoretic Generalization Bounds for Meta-Learning and Applications
  9 May 2020 · 0 repositories · arXiv:2005.04372
• Hierarchical Attention Network for Action Segmentation
  7 May 2020 · 0 repositories · arXiv:2005.03209
• Addressing Catastrophic Forgetting in Few-Shot Problems
  30 Apr 2020 · 1 repository · arXiv:2005.00146
• Learning to Classify Intents and Slot Labels Given a Handful of Examples
  22 Apr 2020 · 0 repositories · arXiv:2004.10793
• Knowledge-graph based Proactive Dialogue Generation with Improved Meta-Learning
  19 Apr 2020 · 0 repositories · arXiv:2004.08798
• MetaSleepLearner: A Pilot Study on Fast Adaptation of Bio-signals-Based Sleep Stage Classifier to New Individual Subject Using Meta-Learning
  8 Apr 2020 · 1 repository · arXiv:2004.04157
• Tracking by Instance Detection: A Meta-Learning Approach
  2 Apr 2020 · 0 repositories · arXiv:2004.00830
• On-the-Fly Adaptation of Source Code Models using Meta-Learning
  26 Mar 2020 · 0 repositories · arXiv:2003.11768
• Weighted Meta-Learning
  20 Mar 2020 · 0 repositories · arXiv:2003.09465
• Online Fast Adaptation and Knowledge Accumulation: a New Approach to Continual Learning
  12 Mar 2020 · 1 repository · arXiv:2003.05856
  Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 7 harvested samples)
• Fast Online Adaptation in Robotics through Meta-Learning Embeddings of Simulated Priors
  10 Mar 2020 · 1 repository · arXiv:2003.04663
• Curriculum in Gradient-Based Meta-Reinforcement Learning
  19 Feb 2020 · 0 repositories · arXiv:2002.07956
• Theoretical Convergence of Multi-Step Model-Agnostic Meta-Learning
  18 Feb 2020 · 2 repositories · arXiv:2002.07836
  Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Task-Robust Model-Agnostic Meta-Learning
  12 Feb 2020 · 0 repositories · arXiv:2002.04766
• On the Convergence Theory of Debiased Model-Agnostic Meta-Reinforcement Learning
  12 Feb 2020 · 1 repository · arXiv:2002.05135
• Efficient Meta Learning via Minibatch Proximal Update
  1 Dec 2019 · 0 repositories
• Fair Meta-Learning: Learning How to Learn Fairly
  6 Nov 2019 · 0 repositories · arXiv:1911.04336
• When MAML Can Adapt Fast and How to Assist When It Cannot
  30 Oct 2019 · 1 repository · arXiv:1910.13603
• Multimodal Model-Agnostic Meta-Learning via Task-Aware Modulation
  30 Oct 2019 · 2 repositories · arXiv:1910.13616
  Syntology community repositories only · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
• HIDRA: Head Initialization across Dynamic targets for Robust Architectures
  28 Oct 2019 · 1 repository · arXiv:1910.12749
• Model-Agnostic Meta-Learning using Runge-Kutta Methods
  16 Oct 2019 · 0 repositories · arXiv:1910.07368
• Improving Federated Learning Personalization via Model Agnostic Meta Learning
  27 Sep 2019 · 4 repositories · arXiv:1909.12488
• MERL: Multi-Head Reinforcement Learning
  26 Sep 2019 · 0 repositories · arXiv:1909.11939