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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 34 of 36: papers 3,301 to 3,400 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.

• MetaPix: Few-Shot Video Retargeting
  10 Oct 2019 0 repositories listed
• Semi Few-Shot Attribute Translation
  8 Oct 2019 0 repositories listed
• Meta-Learning Deep Energy-Based Memory Models
  7 Oct 2019 0 repositories listed
• Transductive Episodic-Wise Adaptive Metric for Few-Shot Learning
  5 Oct 2019 0 repositories listed
• Is Fast Adaptation All You Need?
  3 Oct 2019 0 repositories listed
• Meta-Learning to Detect Rare Objects
  1 Oct 2019 0 repositories listed
• Omnipush: accurate, diverse, real-world dataset of pushing dynamics with RGB-D video
  1 Oct 2019 0 repositories listed
• MGHRL: Meta Goal-generation for Hierarchical Reinforcement Learning
  30 Sep 2019 0 repositories listed
• Meta Learning with Differentiable Closed-form Solver for Fast Video Object Segmentation
  28 Sep 2019 0 repositories listed
• Meta R-CNN : Towards General Solver for Instance-level Few-shot Learning
  28 Sep 2019 0 repositories listed
• Fast and Effective Adaptation of Facial Action Unit Detection Deep Model
  26 Sep 2019 0 repositories listed
• A Data-Efficient Mutual Information Neural Estimator for Statistical Dependency Testing
  25 Sep 2019 0 repositories listed
• A Theoretical Analysis of the Number of Shots in Few-Shot Learning
  25 Sep 2019 0 repositories listed
• Discrete InfoMax Codes for Meta-Learning
  25 Sep 2019 0 repositories listed
• Efficient meta reinforcement learning via meta goal generation
  25 Sep 2019 0 repositories listed
• Few-Shot Regression via Learning Sparsifying Basis Functions
  25 Sep 2019 0 repositories listed
• Hidden incentives for self-induced distributional shift
  25 Sep 2019 0 repositories listed
• Learning Effective Exploration Strategies For Contextual Bandits
  25 Sep 2019 0 repositories listed
• Localized Generations with Deep Neural Networks for Multi-Scale Structured Datasets
  25 Sep 2019 0 repositories listed
• Localized Meta-Learning: A PAC-Bayes Analysis for Meta-Leanring Beyond Global Prior
  25 Sep 2019 0 repositories listed
• Meta-Learning by Hallucinating Useful Examples
  25 Sep 2019 0 repositories listed
• Meta-Learning for Variational Inference
  25 Sep 2019 0 repositories listed
• Meta-Learning Runge-Kutta
  25 Sep 2019 0 repositories listed
• Meta Learning via Learned Loss
  25 Sep 2019 0 repositories listed
• Meta-Learning with Network Pruning for Overfitting Reduction
  25 Sep 2019 0 repositories listed
• Meta-RCNN: Meta Learning for Few-Shot Object Detection
  25 Sep 2019 0 repositories listed
• NORML: Nodal Optimization for Recurrent Meta-Learning
  25 Sep 2019 0 repositories listed
• Role of two learning rates in convergence of model-agnostic meta-learning
  25 Sep 2019 0 repositories listed
• Semi-Supervised Few-Shot Learning with a Controlled Degree of Task-Adaptive Conditioning
  25 Sep 2019 0 repositories listed
• MetalGAN: a Cluster-based Adaptive Training for Few-Shot Adversarial Colorization
  17 Sep 2019 0 repositories listed
• Learning to Tune XGBoost with XGBoost
  16 Sep 2019 0 repositories listed
• Meta Reinforcement Learning for Sim-to-real Domain Adaptation
  16 Sep 2019 0 repositories listed
• Meta-Learning for Few-Shot Time Series Classification
  13 Sep 2019 0 repositories listed
• Differentially Private Meta-Learning
  12 Sep 2019 0 repositories listed
• Modular Meta-Learning with Shrinkage
  12 Sep 2019 0 repositories listed
• Neural Semantic Parsing in Low-Resource Settings with Back-Translation and Meta-Learning
  12 Sep 2019 0 repositories listed
• Nonstationary Nonparametric Online Learning: Balancing Dynamic Regret and Model Parsimony
  12 Sep 2019 0 repositories listed
• Cellular neuromodulation in artificial networks
  11 Sep 2019 0 repositories listed
• Domain-Agnostic Few-Shot Classification by Learning Disparate Modulators
  11 Sep 2019 0 repositories listed
• Recognizing Variables from their Data via Deep Embeddings of Distributions
  11 Sep 2019 0 repositories listed
• Learning to Learn and Predict: A Meta-Learning Approach for Multi-Label Classification
  9 Sep 2019 0 repositories listed
• Learning to Sample: an Active Learning Framework
  9 Sep 2019 0 repositories listed
• AutoML for Contextual Bandits
  7 Sep 2019 0 repositories listed
• Efficient Automatic Meta Optimization Search for Few-Shot Learning
  6 Sep 2019 0 repositories listed
• Exploring Domain Shift in Extractive Text Summarization
  30 Aug 2019 0 repositories listed
• Investigating Meta-Learning Algorithms for Low-Resource Natural Language Understanding Tasks
  27 Aug 2019 0 repositories listed
• MetaMixUp: Learning Adaptive Interpolation Policy of MixUp with Meta-Learning
  27 Aug 2019 0 repositories listed
• On the Convergence Theory of Gradient-Based Model-Agnostic Meta-Learning Algorithms
  27 Aug 2019 0 repositories listed
• An Introduction to Advanced Machine Learning : Meta Learning Algorithms, Applications and Promises
  26 Aug 2019 0 repositories listed
• When Low Resource NLP Meets Unsupervised Language Model: Meta-pretraining Then Meta-learning for Few-shot Text Classification
  22 Aug 2019 0 repositories listed
• Time series model selection with a meta-learning approach; evidence from a pool of forecasting algorithms
  22 Aug 2019 0 repositories listed
• Meta Reasoning over Knowledge Graphs
  13 Aug 2019 0 repositories listed
• Fast Adaptation with Meta-Reinforcement Learning for Trust Modelling in Human-Robot Interaction
  12 Aug 2019 0 repositories listed
• Optimizing quantum heuristics with meta-learning
  8 Aug 2019 0 repositories listed
• Learning to Generalize to Unseen Tasks with Bilevel Optimization
  5 Aug 2019 0 repositories listed
• Meta-Learning Improves Lifelong Relation Extraction
  1 Aug 2019 0 repositories listed
• Few-Shot Meta-Denoising
  31 Jul 2019 0 repositories listed
• Meta Learning for Task-Driven Video Summarization
  29 Jul 2019 0 repositories listed
• ROAM: Recurrently Optimizing Tracking Model
  28 Jul 2019 0 repositories listed
• Towards meta-learning for multi-target regression problems
  25 Jul 2019 0 repositories listed
• Domain-Specific Priors and Meta Learning for Few-Shot First-Person Action Recognition
  22 Jul 2019 0 repositories listed
• TARN: Temporal Attentive Relation Network for Few-Shot and Zero-Shot Action Recognition
  21 Jul 2019 0 repositories listed
• Meta-Learning for Black-box Optimization
  16 Jul 2019 0 repositories listed
• Towards Understanding Generalization in Gradient-Based Meta-Learning
  16 Jul 2019 0 repositories listed
• Seeker based Adaptive Guidance via Reinforcement Meta-Learning Applied to Asteroid Close Proximity Operations
  13 Jul 2019 0 repositories listed
• A Model-based Approach for Sample-efficient Multi-task Reinforcement Learning
  11 Jul 2019 0 repositories listed
• Model-Agnostic Meta-Learning for Relation Classification with Limited Supervision
  1 Jul 2019 0 repositories listed
• Difficulty-aware Meta-learning for Rare Disease Diagnosis
  30 Jun 2019 0 repositories listed
• Learning to Cope with Adversarial Attacks
  28 Jun 2019 0 repositories listed
• Training an Interactive Helper
  24 Jun 2019 0 repositories listed
• Coupling Retrieval and Meta-Learning for Context-Dependent Semantic Parsing
  17 Jun 2019 0 repositories listed
• Meta-learning Pseudo-differential Operators with Deep Neural Networks
  16 Jun 2019 0 repositories listed
• Learn to Sense: a Meta-learning Based Sensing and Fusion Framework for Wireless Sensor Networks
  14 Jun 2019 0 repositories listed
• Task Agnostic Continual Learning via Meta Learning
  12 Jun 2019 0 repositories listed
• Dealing with Non-Stationarity in Multi-Agent Deep Reinforcement Learning
  11 Jun 2019 0 repositories listed
• Few-Shot Learning with Per-Sample Rich Supervision
  10 Jun 2019 0 repositories listed
• Learning to Segment Skin Lesions from Noisy Annotations
  10 Jun 2019 0 repositories listed
• Meta-Learning Neural Bloom Filters
  10 Jun 2019 0 repositories listed
• Using learned optimizers to make models robust to input noise
  8 Jun 2019 0 repositories listed
• Watch, Try, Learn: Meta-Learning from Demonstrations and Reward
  7 Jun 2019 0 repositories listed
• Noise Contrastive Meta-Learning for Conditional Density Estimation using Kernel Mean Embeddings
  5 Jun 2019 0 repositories listed
• Neuromorphic Architecture Optimization for Task-Specific Dynamic Learning
  4 Jun 2019 0 repositories listed
• Incremental Few-Shot Learning for Pedestrian Attribute Recognition
  2 Jun 2019 0 repositories listed
• Generalizable Person Re-Identification by Domain-Invariant Mapping Network
  1 Jun 2019 0 repositories listed
• Task Agnostic Meta-Learning for Few-Shot Learning
  1 Jun 2019 0 repositories listed
• Team Fernando-Pessa at SemEval-2019 Task 4: Back to Basics in Hyperpartisan News Detection
  1 Jun 2019 0 repositories listed
• Beyond Exponentially Discounted Sum: Automatic Learning of Return Function
  28 May 2019 0 repositories listed
• Discrete Infomax Codes for Supervised Representation Learning
  28 May 2019 0 repositories listed
• Learning Efficient and Effective Exploration Policies with Counterfactual Meta Policy
  28 May 2019 0 repositories listed
• AI-GAs: AI-generating algorithms, an alternate paradigm for producing general artificial intelligence
  27 May 2019 0 repositories listed
• Unsupervised Intuitive Physics from Past Experiences
  26 May 2019 0 repositories listed
• Recurring Concept Meta-learning for Evolving Data Streams
  21 May 2019 0 repositories listed
• Alpha MAML: Adaptive Model-Agnostic Meta-Learning
  17 May 2019 0 repositories listed
• A Meta Understanding of Meta-Learning
  16 May 2019 0 repositories listed
• Adaptive Gradient-Based Meta-Learning Methods
  16 May 2019 0 repositories listed
• Deep Knowledge Based Agent: Learning to do tasks by self-thinking about imaginary worlds
  16 May 2019 0 repositories listed
• Enabling Continual Learning in Neural Networks with Meta Learning
  16 May 2019 0 repositories listed
• LEAF: A Benchmark for Federated Settings
  16 May 2019 0 repositories listed
• Learning to learn to communicate
  16 May 2019 0 repositories listed
• Meta-Teaching: Curriculum Generation for Lifelong Learning
  16 May 2019 0 repositories listed