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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 26 of 36: papers 2,501 to 2,600 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.

• Diversity-boosted Generalization-Specialization Balancing for Zero-shot Learning
  6 Jan 2022 0 repositories listed
• Deep Reinforcement Learning, a textbook
  4 Jan 2022 0 repositories listed
• Distributed Evolution Strategies Using TPUs for Meta-Learning
  1 Jan 2022 0 repositories listed
• Improving Adversarially Robust Few-Shot Image Classification With Generalizable Representations
  1 Jan 2022 0 repositories listed
• Learning To Learn by Jointly Optimizing Neural Architecture and Weights
  1 Jan 2022 0 repositories listed
• MetaFSCIL: A Meta-Learning Approach for Few-Shot Class Incremental Learning
  1 Jan 2022 0 repositories listed
• Towards Multi-Domain Single Image Dehazing via Test-Time Training
  1 Jan 2022 0 repositories listed
• Relational Experience Replay: Continual Learning by Adaptively Tuning Task-wise Relationship
  31 Dec 2021 0 repositories listed
• Feature-context driven Federated Meta-Learning for Rare Disease Prediction
  29 Dec 2021 0 repositories listed
• Does CLIP Benefit Visual Question Answering in the Medical Domain as Much as it Does in the General Domain?
  27 Dec 2021 0 repositories listed
• MetaCVR: Conversion Rate Prediction via Meta Learning in Small-Scale Recommendation Scenarios
  27 Dec 2021 0 repositories listed
• Few-Shot Classification in Unseen Domains by Episodic Meta-Learning Across Visual Domains
  27 Dec 2021 0 repositories listed
• Meta-Learned Feature Critics for Domain Generalized Semantic Segmentation
  27 Dec 2021 0 repositories listed
• Deep Neuroevolution Squeezes More out of Small Neural Networks and Small Training Sets: Sample Application to MRI Brain Sequence Classification
  24 Dec 2021 0 repositories listed
• Dynamic Channel Access via Meta-Reinforcement Learning
  24 Dec 2021 0 repositories listed
• The Curse of Zero Task Diversity: On the Failure of Transfer Learning to Outperform MAML and their Empirical Equivalence
  24 Dec 2021 0 repositories listed
• Dual Path Structural Contrastive Embeddings for Learning Novel Objects
  23 Dec 2021 0 repositories listed
• Meta-Learning and Self-Supervised Pretraining for Real World Image Translation
  22 Dec 2021 0 repositories listed
• Generalized Few-Shot Semantic Segmentation: All You Need is Fine-Tuning
  21 Dec 2021 0 repositories listed
• Improving Unsupervised Stain-To-Stain Translation using Self-Supervision and Meta-Learning
  16 Dec 2021 0 repositories listed
• Integrated Guidance and Control for Lunar Landing using a Stabilized Seeker
  16 Dec 2021 0 repositories listed
• AllWOZ: Towards Multilingual Task-Oriented Dialog Systems for All
  15 Dec 2021 0 repositories listed
• Automatic tuning of hyper-parameters of reinforcement learning algorithms using Bayesian optimization with behavioral cloning
  15 Dec 2021 0 repositories listed
• CoMPS: Continual Meta Policy Search
  8 Dec 2021 0 repositories listed
• MESA: Offline Meta-RL for Safe Adaptation and Fault Tolerance
  7 Dec 2021 0 repositories listed
• MetaCloth: Learning Unseen Tasks of Dense Fashion Landmark Detection from a Few Samples
  6 Dec 2021 0 repositories listed
• Noether Networks: Meta-Learning Useful Conserved Quantities
  6 Dec 2021 0 repositories listed
• A Multi-Strategy based Pre-Training Method for Cold-Start Recommendation
  4 Dec 2021 0 repositories listed
• Self-supervised Graph Learning for Occasional Group Recommendation
  4 Dec 2021 0 repositories listed
• Fast Data-Driven Adaptation of Radar Detection via Meta-Learning
  3 Dec 2021 0 repositories listed
• Automatic Unsupervised Outlier Model Selection
  1 Dec 2021 0 repositories listed
• Effective Meta-Regularization by Kernelized Proximal Regularization
  1 Dec 2021 0 repositories listed
• Fast Training Method for Stochastic Compositional Optimization Problems
  1 Dec 2021 0 repositories listed
• Functionally Regionalized Knowledge Transfer for Low-resource Drug Discovery
  1 Dec 2021 0 repositories listed
• Learning to Adapt via Latent Domains for Adaptive Semantic Segmentation
  1 Dec 2021 0 repositories listed
• Learning to Learn Dense Gaussian Processes for Few-Shot Learning
  1 Dec 2021 0 repositories listed
• Meta Arcade: A Configurable Environment Suite for Meta-Learning
  1 Dec 2021 0 repositories listed
• Meta-Learning via Learning with Distributed Memory
  1 Dec 2021 0 repositories listed
• On the Practical Consistency of Meta-Reinforcement Learning Algorithms
  1 Dec 2021 0 repositories listed
• Variational Continual Bayesian Meta-Learning
  1 Dec 2021 0 repositories listed
• Leveraging The Topological Consistencies of Learning in Deep Neural Networks
  30 Nov 2021 0 repositories listed
• MAMRL: Exploiting Multi-agent Meta Reinforcement Learning in WAN Traffic Engineering
  30 Nov 2021 0 repositories listed
• Confounder Identification-free Causal Visual Feature Learning
  26 Nov 2021 0 repositories listed
• A Close Look at Few-shot Real Image Super-resolution from the Distortion Relation Perspective
  25 Nov 2021 0 repositories listed
• Meta Mask Correction for Nuclei Segmentation in Histopathological Image
  24 Nov 2021 0 repositories listed
• Exploration of Dark Chemical Genomics Space via Portal Learning: Applied to Targeting the Undruggable Genome and COVID-19 Anti-Infective Polypharmacology
  23 Nov 2021 0 repositories listed
• Sharing to learn and learning to share; Fitting together Meta-Learning, Multi-Task Learning, and Transfer Learning: A meta review
  23 Nov 2021 0 repositories listed
• Meta-learning richer priors for VAEs
  22 Nov 2021 0 repositories listed
• Generating meta-learning tasks to evolve parametric loss for classification learning
  20 Nov 2021 0 repositories listed
• Visual Goal-Directed Meta-Learning with Contextual Planning Networks
  18 Nov 2021 0 repositories listed
• A Meta-Learning Approach for Few-Shot (Dis)Agreement Identification in Online Discussions
  16 Nov 2021 0 repositories listed
• A Self-Adaptive Learning Rate and Curriculum Learning Based Framework for Few-Shot Text Classification
  16 Nov 2021 0 repositories listed
• DAML: Chinese Named Entity Recognition with a fusion method of data-augmentation and meta-learning
  16 Nov 2021 0 repositories listed
• DAML-ST5: Low Resource Style Transfer via Domain Adaptive Meta Learning
  16 Nov 2021 0 repositories listed
• Learn to Adapt for Generalized Zero-Shot Text Classification
  16 Nov 2021 0 repositories listed
• Meta-Adapter: Parameter Efficient Few-Shot Learning through Meta-Learning
  16 Nov 2021 0 repositories listed
• Meta Learning for Code Summarization
  16 Nov 2021 0 repositories listed
• Meta-learning via Language Model In-context Tuning
  16 Nov 2021 0 repositories listed
• MetaPrompting: Learning to Learn Better Prompts
  16 Nov 2021 0 repositories listed
• Online Meta Adaptation for Variable-Rate Learned Image Compression
  16 Nov 2021 0 repositories listed
• Persian Natural Language Inference: A Meta-learning approach
  16 Nov 2021 0 repositories listed
• Unsupervised Domain Adaptation for Event Detection via Meta Self-Paced Learning
  16 Nov 2021 0 repositories listed
• UserIdentifier: Implicit User Representations for Simple and Effective Personalized Sentiment Analysis
  16 Nov 2021 0 repositories listed
• Meta-Auto-Decoder for Solving Parametric Partial Differential Equations
  15 Nov 2021 0 repositories listed
• Metric-based multimodal meta-learning for human movement identification via footstep recognition
  15 Nov 2021 0 repositories listed
• ModelLight: Model-Based Meta-Reinforcement Learning for Traffic Signal Control
  15 Nov 2021 0 repositories listed
• Meta-Voice: Fast few-shot style transfer for expressive voice cloning using meta learning
  14 Nov 2021 0 repositories listed
• Learning Online for Unified Segmentation and Tracking Models
  12 Nov 2021 0 repositories listed
• Cross-lingual Adaption Model-Agnostic Meta-Learning for Natural Language Understanding
  10 Nov 2021 0 repositories listed
• OSSEM: one-shot speaker adaptive speech enhancement using meta learning
  10 Nov 2021 0 repositories listed
• Gaussian Process Meta Few-shot Classifier Learning via Linear Discriminant Laplace Approximation
  9 Nov 2021 0 repositories listed
• The Internet of Federated Things (IoFT): A Vision for the Future and In-depth Survey of Data-driven Approaches for Federated Learning
  9 Nov 2021 0 repositories listed
• Crowdsourcing with Meta-Workers: A New Way to Save the Budget
  7 Nov 2021 0 repositories listed
• Meta Cross-Modal Hashing on Long-Tailed Data
  7 Nov 2021 0 repositories listed
• MetaMIML: Meta Multi-Instance Multi-Label Learning
  7 Nov 2021 0 repositories listed
• Meta-Forecasting by combining Global Deep Representations with Local Adaptation
  5 Nov 2021 0 repositories listed
• Graph neural network initialisation of quantum approximate optimisation
  4 Nov 2021 0 repositories listed
• Meta-learning for RIS-assisted NOMA Networks
  4 Nov 2021 0 repositories listed
• A Pixel-Level Meta-Learner for Weakly Supervised Few-Shot Semantic Segmentation
  2 Nov 2021 0 repositories listed
• Diverse Distributions of Self-Supervised Tasks for Meta-Learning in NLP
  2 Nov 2021 0 repositories listed
• Meta-Learning to Improve Pre-Training
  2 Nov 2021 0 repositories listed
• Procedural Generalization by Planning with Self-Supervised World Models
  2 Nov 2021 0 repositories listed
• Robust Dynamic Bus Control: A Distributional Multi-agent Reinforcement Learning Approach
  2 Nov 2021 0 repositories listed
• Spiking Generative Adversarial Networks With a Neural Network Discriminator: Local Training, Bayesian Models, and Continual Meta-Learning
  2 Nov 2021 0 repositories listed
• Beyond Reptile: Meta-Learned Dot-Product Maximization between Gradients for Improved Single-Task Regularization
  1 Nov 2021 0 repositories listed
• End-to-End Learning of Deep Kernel Acquisition Functions for Bayesian Optimization
  1 Nov 2021 0 repositories listed
• Few-Shot Named Entity Recognition: An Empirical Baseline Study
  1 Nov 2021 0 repositories listed
• Indic Languages Automatic Speech Recognition using Meta-Learning Approach
  1 Nov 2021 0 repositories listed
• Influential Prototypical Networks for Few Shot Learning: A Dermatological Case Study
  1 Nov 2021 0 repositories listed
• Meta Distant Transfer Learning for Pre-trained Language Models
  1 Nov 2021 0 repositories listed
• Meta-LMTC: Meta-Learning for Large-Scale Multi-Label Text Classification
  1 Nov 2021 0 repositories listed
• MetaTS: Meta Teacher-Student Network for Multilingual Sequence Labeling with Minimal Supervision
  1 Nov 2021 0 repositories listed
• Domain Agnostic Few-Shot Learning For Document Intelligence
  29 Oct 2021 0 repositories listed
• Click-Based Student Performance Prediction: A Clustering Guided Meta-Learning Approach
  28 Oct 2021 0 repositories listed
• Accelerating Gradient-based Meta Learner
  27 Oct 2021 0 repositories listed
• Dynamic population-based meta-learning for multi-agent communication with natural language
  27 Oct 2021 0 repositories listed
• Meta-Learning for Multi-Label Few-Shot Classification
  26 Oct 2021 0 repositories listed
• Task-Aware Meta Learning-based Siamese Neural Network for Classifying Obfuscated Malware
  26 Oct 2021 0 repositories listed
• On Hard Episodes in Meta-Learning
  21 Oct 2021 0 repositories listed
• Bayesian Active Meta-Learning for Black-Box Optimization
  19 Oct 2021 0 repositories listed