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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 31 of 36: papers 3,001 to 3,100 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.

• Few-Shot Multi-Hop Relation Reasoning over Knowledge Bases
  1 Nov 2020 0 repositories listed
• Towards Low-Resource Semi-Supervised Dialogue Generation with Meta-Learning
  1 Nov 2020 0 repositories listed
• Combining Domain-Specific Meta-Learners in the Parameter Space for Cross-Domain Few-Shot Classification
  31 Oct 2020 0 repositories listed
• A Distribution-Dependent Analysis of Meta-Learning
  31 Oct 2020 0 repositories listed
• Learning to Actively Learn: A Robust Approach
  29 Oct 2020 0 repositories listed
• System Identification via Meta-Learning in Linear Time-Varying Environments
  27 Oct 2020 0 repositories listed
• How Does the Task Landscape Affect MAML Performance?
  27 Oct 2020 0 repositories listed
• Meta-Learning for Neural Relation Classification with Distant Supervision
  26 Oct 2020 0 repositories listed
• A Survey on Curriculum Learning
  25 Oct 2020 0 repositories listed
• Learning to Optimise General TSP Instances
  23 Oct 2020 0 repositories listed
• Pre-training with Meta Learning for Chinese Word Segmentation
  23 Oct 2020 0 repositories listed
• 3D Meta-Registration: Learning to Learn Registration of 3D Point Clouds
  22 Oct 2020 0 repositories listed
• Meta-Learning for Domain Generalization in Semantic Parsing
  22 Oct 2020 0 repositories listed
• Online Structured Meta-learning
  22 Oct 2020 0 repositories listed
• 3D Meta Point Signature: Learning to Learn 3D Point Signature for 3D Dense Shape Correspondence
  21 Oct 2020 0 repositories listed
• Conditional Mutual Information-Based Generalization Bound for Meta Learning
  21 Oct 2020 0 repositories listed
• Meta-Learning Guarantees for Online Receding Horizon Learning Control
  21 Oct 2020 0 repositories listed
• Meta-trained agents implement Bayes-optimal agents
  21 Oct 2020 0 repositories listed
• Domain Generalized Person Re-Identification via Cross-Domain Episodic Learning
  19 Oct 2020 0 repositories listed
• Meta-learning the Learning Trends Shared Across Tasks
  19 Oct 2020 0 repositories listed
• Unsupervised Neural Machine Translation for Low-Resource Domains via Meta-Learning
  18 Oct 2020 0 repositories listed
• Directed Variational Cross-encoder Network for Few-shot Multi-image Co-segmentation
  17 Oct 2020 0 repositories listed
• Neural Algorithms for Graph Navigation
  17 Oct 2020 0 repositories listed
• Training Data Generating Networks: Shape Reconstruction via Bi-level Optimization
  16 Oct 2020 0 repositories listed
• Deep Learning from Small Amount of Medical Data with Noisy Labels: A Meta-Learning Approach
  14 Oct 2020 0 repositories listed
• Function Contrastive Learning of Transferable Meta-Representations
  14 Oct 2020 0 repositories listed
• Theoretical bounds on estimation error for meta-learning
  14 Oct 2020 0 repositories listed
• Measuring few-shot extrapolation with program induction
  13 Oct 2020 0 repositories listed
• How Important is the Train-Validation Split in Meta-Learning?
  12 Oct 2020 0 repositories listed
• Meta-Active Learning for Node Response Prediction in Graphs
  12 Oct 2020 0 repositories listed
• Domain Agnostic Learning for Unbiased Authentication
  11 Oct 2020 0 repositories listed
• Characterizing Policy Divergence for Personalized Meta-Reinforcement Learning
  9 Oct 2020 0 repositories listed
• Few-shot Learning for Spatial Regression
  9 Oct 2020 0 repositories listed
• Learning Not to Learn: Nature versus Nurture in Silico
  9 Oct 2020 0 repositories listed
• A Survey of Deep Meta-Learning
  7 Oct 2020 0 repositories listed
• Adaptive Self-training for Few-shot Neural Sequence Labeling
  7 Oct 2020 0 repositories listed
• Dif-MAML: Decentralized Multi-Agent Meta-Learning
  6 Oct 2020 0 repositories listed
• Dialogue Generation on Infrequent Sentence Functions via Structured Meta-Learning
  4 Oct 2020 0 repositories listed
• Bayesian Meta-reinforcement Learning for Traffic Signal Control
  1 Oct 2020 0 repositories listed
• Learning to Generate Image Source-Agnostic Universal Adversarial Perturbations
  29 Sep 2020 0 repositories listed
• MetaMix: Improved Meta-Learning with Interpolation-based Consistency Regularization
  29 Sep 2020 0 repositories listed
• Adaptive Risk Minimization: A Meta-Learning Approach for Tackling Group Shift
  28 Sep 2020 0 repositories listed
• Bayesian Online Meta-Learning
  28 Sep 2020 0 repositories listed
• Learning to Adapt Multi-View Stereo by Self-Supervision
  28 Sep 2020 0 repositories listed
• Non-greedy Gradient-based Hyperparameter Optimization Over Long Horizons
  28 Sep 2020 0 repositories listed
• Provably Faster Algorithms for Bilevel Optimization and Applications to Meta-Learning
  28 Sep 2020 0 repositories listed
• Putting Theory to Work: From Learning Bounds to Meta-Learning Algorithms
  28 Sep 2020 0 repositories listed
• Complementary Meta-Reinforcement Learning for Fault-Adaptive Control
  26 Sep 2020 0 repositories listed
• A Meta-learning based Distribution System Load Forecasting Model Selection Framework
  25 Sep 2020 0 repositories listed
• Attribute Propagation Network for Graph Zero-shot Learning
  24 Sep 2020 0 repositories listed
• Sim-to-Real Transfer in Deep Reinforcement Learning for Robotics: a Survey
  24 Sep 2020 0 repositories listed
• Fair Meta-Learning For Few-Shot Classification
  23 Sep 2020 0 repositories listed
• Unfairness Discovery and Prevention For Few-Shot Regression
  23 Sep 2020 0 repositories listed
• Tailoring: encoding inductive biases by optimizing unsupervised objectives at prediction time
  22 Sep 2020 0 repositories listed
• Feed-Forward On-Edge Fine-tuning Using Static Synthetic Gradient Modules
  21 Sep 2020 0 repositories listed
• Learning Soft Labels via Meta Learning
  20 Sep 2020 0 repositories listed
• Hidden Incentives for Auto-Induced Distributional Shift
  19 Sep 2020 0 repositories listed
• GeneraLight: Improving Environment Generalization of Traffic Signal Control via Meta Reinforcement Learning
  17 Sep 2020 0 repositories listed
• An Extensive Experimental Evaluation of Automated Machine Learning Methods for Recommending Classification Algorithms (Extended Version)
  16 Sep 2020 0 repositories listed
• Efficient Quantum State Sample Tomography with Basis-dependent Neural-networks
  16 Sep 2020 0 repositories listed
• Using Sensory Time-cue to enable Unsupervised Multimodal Meta-learning
  16 Sep 2020 0 repositories listed
• SML: Semantic Meta-learning for Few-shot Semantic Segmentation
  14 Sep 2020 0 repositories listed
• Teaching to Learn: Sequential Teaching of Agents with Inner States
  14 Sep 2020 0 repositories listed
• A Markov Decision Process Approach to Active Meta Learning
  10 Sep 2020 0 repositories listed
• Information Theoretic Meta Learning with Gaussian Processes
  7 Sep 2020 0 repositories listed
• A Survey on Machine Learning from Few Samples
  6 Sep 2020 0 repositories listed
• Sparse Meta Networks for Sequential Adaptation and its Application to Adaptive Language Modelling
  3 Sep 2020 0 repositories listed
• Select-ProtoNet: Learning to Select for Few-Shot Disease Subtype Prediction
  2 Sep 2020 0 repositories listed
• Yet Meta Learning Can Adapt Fast, It Can Also Break Easily
  2 Sep 2020 0 repositories listed
• A Preliminary Study on Leveraging Meta Learning Technique for Code-switching Speech Recognition
  1 Sep 2020 0 repositories listed
• A Preliminary Study on Using Meta-learning Technique for Information Retrieval
  1 Sep 2020 0 repositories listed
• Multimodal Aggregation Approach for Memory Vision-Voice Indoor Navigation with Meta-Learning
  1 Sep 2020 0 repositories listed
• A Meta-Learning Control Algorithm with Provable Finite-Time Guarantees
  30 Aug 2020 0 repositories listed
• Short-term Traffic Prediction with Deep Neural Networks: A Survey
  28 Aug 2020 0 repositories listed
• MetaDistiller: Network Self-Boosting via Meta-Learned Top-Down Distillation
  27 Aug 2020 0 repositories listed
• Safe Active Dynamics Learning and Control: A Sequential Exploration-Exploitation Framework
  26 Aug 2020 0 repositories listed
• Learning to Learn in a Semi-Supervised Fashion
  25 Aug 2020 0 repositories listed
• Solving Stochastic Compositional Optimization is Nearly as Easy as Solving Stochastic Optimization
  25 Aug 2020 0 repositories listed
• The Advantage of Conditional Meta-Learning for Biased Regularization and Fine-Tuning
  25 Aug 2020 0 repositories listed
• Learning to Profile: User Meta-Profile Network for Few-Shot Learning
  21 Aug 2020 0 repositories listed
• Query Twice: Dual Mixture Attention Meta Learning for Video Summarization
  19 Aug 2020 0 repositories listed
• Adaptive Hierarchical Hyper-gradient Descent
  17 Aug 2020 0 repositories listed
• Meta Learning MPC using Finite-Dimensional Gaussian Process Approximations
  13 Aug 2020 0 repositories listed
• Topic Adaptation and Prototype Encoding for Few-Shot Visual Storytelling
  11 Aug 2020 0 repositories listed
• Meta Feature Modulator for Long-tailed Recognition
  8 Aug 2020 0 repositories listed
• Future Trends for Human-AI Collaboration: A Comprehensive Taxonomy of AI/AGI Using Multiple Intelligences and Learning Styles
  7 Aug 2020 0 repositories listed
• A Neural-Symbolic Framework for Mental Simulation
  5 Aug 2020 0 repositories listed
• Improving End-to-End Speech-to-Intent Classification with Reptile
  5 Aug 2020 0 repositories listed
• Adaptive Variance Based Label Distribution Learning For Facial Age Estimation
  1 Aug 2020 0 repositories listed
• Incremental Few-Shot Meta-Learning via Indirect Discriminant Alignment
  1 Aug 2020 0 repositories listed
• Meta-DRN: Meta-Learning for 1-Shot Image Segmentation
  1 Aug 2020 0 repositories listed
• Relation-aware Meta-learning for Market Segment Demand Prediction with Limited Records
  1 Aug 2020 0 repositories listed
• Speech-driven Facial Animation using Cascaded GANs for Learning of Motion and Texture
  1 Aug 2020 0 repositories listed
• Learning to Learn to Compress
  31 Jul 2020 0 repositories listed
• Bayesian Optimization for Developmental Robotics with Meta-Learning by Parameters Bounds Reduction
  30 Jul 2020 0 repositories listed
• Learning from Few Samples: A Survey
  30 Jul 2020 0 repositories listed
• Universality of Gradient Descent Neural Network Training
  27 Jul 2020 0 repositories listed
• Few-Shot Bearing Fault Diagnosis Based on Model-Agnostic Meta-Learning
  25 Jul 2020 0 repositories listed
• Navigating the Trade-Off between Multi-Task Learning and Learning to Multitask in Deep Neural Networks
  20 Jul 2020 0 repositories listed
• Meta-learning for Few-shot Natural Language Processing: A Survey
  19 Jul 2020 0 repositories listed