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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 33 of 36: papers 3,201 to 3,300 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.

• Guided Variational Autoencoder for Disentanglement Learning
  2 Apr 2020 0 repositories listed
• Tracking by Instance Detection: A Meta-Learning Approach
  2 Apr 2020 0 repositories listed
• MetaFuse: A Pre-trained Fusion Model for Human Pose Estimation
  30 Mar 2020 0 repositories listed
• When Autonomous Systems Meet Accuracy and Transferability through AI: A Survey
  29 Mar 2020 0 repositories listed
• CAZSL: Zero-Shot Regression for Pushing Models by Generalizing Through Context
  26 Mar 2020 0 repositories listed
• On-the-Fly Adaptation of Source Code Models using Meta-Learning
  26 Mar 2020 0 repositories listed
• Weighted Meta-Learning
  20 Mar 2020 0 repositories listed
• CAFENet: Class-Agnostic Few-Shot Edge Detection Network
  18 Mar 2020 0 repositories listed
• Adaptive-Step Graph Meta-Learner for Few-Shot Graph Classification
  18 Mar 2020 0 repositories listed
• Task-Adaptive Clustering for Semi-Supervised Few-Shot Classification
  18 Mar 2020 0 repositories listed
• Rectified Meta-Learning from Noisy Labels for Robust Image-based Plant Disease Diagnosis
  17 Mar 2020 0 repositories listed
• Meta-CoTGAN: A Meta Cooperative Training Paradigm for Improving Adversarial Text Generation
  12 Mar 2020 0 repositories listed
• Incremental Few-Shot Object Detection
  10 Mar 2020 0 repositories listed
• Single-View 3D Object Reconstruction from Shape Priors in Memory
  8 Mar 2020 0 repositories listed
• Finding online neural update rules by learning to remember
  6 Mar 2020 0 repositories listed
• Meta-SVDD: Probabilistic Meta-Learning for One-Class Classification in Cancer Histology Images
  6 Mar 2020 0 repositories listed
• Meta Cyclical Annealing Schedule: A Simple Approach to Avoiding Meta-Amortization Error
  4 Mar 2020 0 repositories listed
• Learning Context-aware Task Reasoning for Efficient Meta-reinforcement Learning
  3 Mar 2020 0 repositories listed
• Rapidly Adaptable Legged Robots via Evolutionary Meta-Learning
  2 Mar 2020 0 repositories listed
• Is the Meta-Learning Idea Able to Improve the Generalization of Deep Neural Networks on the Standard Supervised Learning?
  27 Feb 2020 0 repositories listed
• Using a thousand optimization tasks to learn hyperparameter search strategies
  27 Feb 2020 0 repositories listed
• A Sample Complexity Separation between Non-Convex and Convex Meta-Learning
  25 Feb 2020 0 repositories listed
• Biased Stochastic First-Order Methods for Conditional Stochastic Optimization and Applications in Meta Learning
  25 Feb 2020 0 repositories listed
• KEML: A Knowledge-Enriched Meta-Learning Framework for Lexical Relation Classification
  25 Feb 2020 0 repositories listed
• The Sample Complexity of Meta Sparse Regression
  22 Feb 2020 0 repositories listed
• Few-shot acoustic event detection via meta-learning
  21 Feb 2020 0 repositories listed
• Meta-learning for mixed linear regression
  20 Feb 2020 0 repositories listed
• Curriculum in Gradient-Based Meta-Reinforcement Learning
  19 Feb 2020 0 repositories listed
• Meta Segmentation Network for Ultra-Resolution Medical Images
  19 Feb 2020 0 repositories listed
• Personalized Federated Learning: A Meta-Learning Approach
  19 Feb 2020 0 repositories listed
• Few-Shot Few-Shot Learning and the role of Spatial Attention
  18 Feb 2020 0 repositories listed
• Differentiable Bandit Exploration
  17 Feb 2020 0 repositories listed
• Learning Adaptive Loss for Robust Learning with Noisy Labels
  16 Feb 2020 0 repositories listed
• Task-Robust Model-Agnostic Meta-Learning
  12 Feb 2020 0 repositories listed
• HMRL: Hyper-Meta Learning for Sparse Reward Reinforcement Learning Problem
  11 Feb 2020 0 repositories listed
• Incremental Meta-Learning via Indirect Discriminant Alignment
  11 Feb 2020 0 repositories listed
• Machine Learning Approaches For Motor Learning: A Short Review
  11 Feb 2020 0 repositories listed
• Meta-Learning across Meta-Tasks for Few-Shot Learning
  11 Feb 2020 0 repositories listed
• On Parameter Tuning in Meta-learning for Computer Vision
  11 Feb 2020 0 repositories listed
• Towards explainable meta-learning
  11 Feb 2020 0 repositories listed
• Towards Intelligent Pick and Place Assembly of Individualized Products Using Reinforcement Learning
  11 Feb 2020 0 repositories listed
• Compositional ADAM: An Adaptive Compositional Solver
  10 Feb 2020 0 repositories listed
• GradMix: Multi-source Transfer across Domains and Tasks
  9 Feb 2020 0 repositories listed
• Analyzing Policy Distillation on Multi-Task Learning and Meta-Reinforcement Learning in Meta-World
  8 Feb 2020 0 repositories listed
• ML-misfit: Learning a robust misfit function for full-waveform inversion using machine learning
  8 Feb 2020 0 repositories listed
• Few-Shot Learning as Domain Adaptation: Algorithm and Analysis
  6 Feb 2020 0 repositories listed
• Revisiting Meta-Learning as Supervised Learning
  3 Feb 2020 0 repositories listed
• MetaSelector: Meta-Learning for Recommendation with User-Level Adaptive Model Selection
  22 Jan 2020 0 repositories listed
• Optimized Generic Feature Learning for Few-shot Classification across Domains
  22 Jan 2020 0 repositories listed
• Deep learning generates custom-made logistic regression models for explaining how breast cancer subtypes are classified
  20 Jan 2020 0 repositories listed
• A meta-algorithm for classification using random recursive tree ensembles: A high energy physics application
  19 Jan 2020 0 repositories listed
• Extracting more from boosted decision trees: A high energy physics case study
  16 Jan 2020 0 repositories listed
• IoT Network Behavioral Fingerprint Inference with Limited Network Trace for Cyber Investigation: A Meta Learning Approach
  14 Jan 2020 0 repositories listed
• Real-Time Edge Intelligence in the Making: A Collaborative Learning Framework via Federated Meta-Learning
  9 Jan 2020 0 repositories listed
• Self-Supervised Fast Adaptation for Denoising via Meta-Learning
  9 Jan 2020 0 repositories listed
• Dynamic Task Weighting Methods for Multi-task Networks in Autonomous Driving Systems
  7 Jan 2020 0 repositories listed
• Improving Few-shot Learning by Spatially-aware Matching and CrossTransformer
  6 Jan 2020 0 repositories listed
• DAWSON: A Domain Adaptive Few Shot Generation Framework
  2 Jan 2020 0 repositories listed
• Few-shot Relation Extraction via Bayesian Meta-learning on Task Graphs
  1 Jan 2020 0 repositories listed
• Learning Attentive Meta-Transfer
  1 Jan 2020 0 repositories listed
• Meta Variance Transfer: Learning to Augment from the Others
  1 Jan 2020 0 repositories listed
• On the Iteration Complexity of Hypergradient Computations
  1 Jan 2020 0 repositories listed
• Federated Imitation Learning: A Novel Framework for Cloud Robotic Systems with Heterogeneous Sensor Data
  24 Dec 2019 0 repositories listed
• Meta-Learning PAC-Bayes Priors in Model Averaging
  24 Dec 2019 0 repositories listed
• TransMatch: A Transfer-Learning Scheme for Semi-Supervised Few-Shot Learning
  19 Dec 2019 0 repositories listed
• Semantic Regularization: Improve Few-shot Image Classification by Reducing Meta Shift
  18 Dec 2019 0 repositories listed
• Meta-Learned Per-Instance Algorithm Selection in Scholarly Recommender Systems
  18 Dec 2019 0 repositories listed
• Conditional Super Learner
  13 Dec 2019 0 repositories listed
• MetaCI: Meta-Learning for Causal Inference in a Heterogeneous Population
  9 Dec 2019 0 repositories listed
• Unsupervised Curricula for Visual Meta-Reinforcement Learning
  9 Dec 2019 0 repositories listed
• MetalGAN: Multi-Domain Label-Less Image Synthesis Using cGANs and Meta-Learning
  5 Dec 2019 0 repositories listed
• Learning to Recommend via Meta Parameter Partition
  4 Dec 2019 0 repositories listed
• Efficient Meta Learning via Minibatch Proximal Update
  1 Dec 2019 0 repositories listed
• MetAdapt: Meta-Learned Task-Adaptive Architecture for Few-Shot Classification
  1 Dec 2019 0 repositories listed
• MetaInit: Initializing learning by learning to initialize
  1 Dec 2019 0 repositories listed
• VIABLE: Fast Adaptation via Backpropagating Learned Loss
  29 Nov 2019 0 repositories listed
• Ranking architectures using meta-learning
  26 Nov 2019 0 repositories listed
• Real-Time Object Tracking via Meta-Learning: Efficient Model Adaptation and One-Shot Channel Pruning
  25 Nov 2019 0 repositories listed
• Invenio: Discovering Hidden Relationships Between Tasks/Domains Using Structured Meta Learning
  24 Nov 2019 0 repositories listed
• Differentiable Meta-learning Model for Few-shot Semantic Segmentation
  23 Nov 2019 0 repositories listed
• Investigating Active Learning and Meta-Learning for Iterative Peptide Design
  20 Nov 2019 0 repositories listed
• Six Degree-of-Freedom Body-Fixed Hovering over Unmapped Asteroids via LIDAR Altimetry and Reinforcement Meta-Learning
  16 Nov 2019 0 repositories listed
• Learning from the Past: Continual Meta-Learning via Bayesian Graph Modeling
  12 Nov 2019 0 repositories listed
• Data Efficient Direct Speech-to-Text Translation with Modality Agnostic Meta-Learning
  11 Nov 2019 0 repositories listed
• Addressing Ambiguity of Emotion Labels Through Meta-Learning
  6 Nov 2019 0 repositories listed
• Fair Meta-Learning: Learning How to Learn Fairly
  6 Nov 2019 0 repositories listed
• Seeded self-play for language learning
  1 Nov 2019 0 repositories listed
• Text Emotion Distribution Learning from Small Sample: A Meta-Learning Approach
  1 Nov 2019 0 repositories listed
• Hierarchical Expert Networks for Meta-Learning
  31 Oct 2019 0 repositories listed
• RankML: a Meta Learning-Based Approach for Pre-Ranking Machine Learning Pipelines
  31 Oct 2019 0 repositories listed
• Meta-Learning to Cluster
  30 Oct 2019 0 repositories listed
• Meta-learning for robust child-adult classification from speech
  28 Oct 2019 0 repositories listed
• Meta Learning for End-to-End Low-Resource Speech Recognition
  26 Oct 2019 0 repositories listed
• No-regret Non-convex Online Meta-Learning
  22 Oct 2019 0 repositories listed
• NormGrad: Finding the Pixels that Matter for Training
  19 Oct 2019 0 repositories listed
• Probabilistic Trajectory Prediction for Autonomous Vehicles with Attentive Recurrent Neural Process
  17 Oct 2019 0 repositories listed
• Model-Agnostic Meta-Learning using Runge-Kutta Methods
  16 Oct 2019 0 repositories listed
• Transfer Learning for Algorithm Recommendation
  15 Oct 2019 0 repositories listed
• SUM: Suboptimal Unitary Multi-task Learning Framework for Spatiotemporal Data Prediction
  11 Oct 2019 0 repositories listed
• Learning to Remember from a Multi-Task Teacher
  10 Oct 2019 0 repositories listed