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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 21 of 36: papers 2,001 to 2,100 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.

• Meta-Tsallis-Entropy Minimization: A New Self-Training Approach for Domain Adaptation on Text Classification
  4 Aug 2023 0 repositories listed
• Towards Discriminative Representation with Meta-learning for Colonoscopic Polyp Re-Identification
  2 Aug 2023 0 repositories listed
• MetaDiff: Meta-Learning with Conditional Diffusion for Few-Shot Learning
  31 Jul 2023 0 repositories listed
• Learning with Constraint Learning: New Perspective, Solution Strategy and Various Applications
  28 Jul 2023 0 repositories listed
• GenCo: An Auxiliary Generator from Contrastive Learning for Enhanced Few-Shot Learning in Remote Sensing
  27 Jul 2023 0 repositories listed
• METAVerse: Meta-Learning Traversability Cost Map for Off-Road Navigation
  26 Jul 2023 0 repositories listed
• Regularizing Neural Networks with Meta-Learning Generative Models
  26 Jul 2023 0 repositories listed
• A behavioural transformer for effective collaboration between a robot and a non-stationary human
  25 Jul 2023 0 repositories listed
• ClusterSeq: Enhancing Sequential Recommender Systems with Clustering based Meta-Learning
  25 Jul 2023 0 repositories listed
• A meta learning scheme for fast accent domain expansion in Mandarin speech recognition
  23 Jul 2023 0 repositories listed
• Information-theoretic Analysis of Test Data Sensitivity in Uncertainty
  23 Jul 2023 0 repositories listed
• Bridging the Reality Gap of Reinforcement Learning based Traffic Signal Control using Domain Randomization and Meta Learning
  21 Jul 2023 0 repositories listed
• Efficient Unified Demosaicing for Bayer and Non-Bayer Patterned Image Sensors
  20 Jul 2023 0 repositories listed
• Nonlinear Meta-Learning Can Guarantee Faster Rates
  20 Jul 2023 0 repositories listed
• Towards a population-informed approach to the definition of data-driven models for structural dynamics
  19 Jul 2023 0 repositories listed
• Context-Conditional Navigation with a Learning-Based Terrain- and Robot-Aware Dynamics Model
  18 Jul 2023 0 repositories listed
• A Meta-Learning Based Precoder Optimization Framework for Rate-Splitting Multiple Access
  17 Jul 2023 0 repositories listed
• Hybrid Control Policy for Artificial Pancreas via Ensemble Deep Reinforcement Learning
  13 Jul 2023 0 repositories listed
• TinyMetaFed: Efficient Federated Meta-Learning for TinyML
  13 Jul 2023 0 repositories listed
• Advances and Challenges in Meta-Learning: A Technical Review
  10 Jul 2023 0 repositories listed
• CognitiveNet: Enriching Foundation Models with Emotions and Awareness
  9 Jul 2023 0 repositories listed
• Semi Supervised Meta Learning for Spatiotemporal Learning
  9 Jul 2023 0 repositories listed
• Stability and Generalization of Stochastic Compositional Gradient Descent Algorithms
  7 Jul 2023 0 repositories listed
• LogitMat : Zeroshot Learning Algorithm for Recommender Systems without Transfer Learning or Pretrained Models
  6 Jul 2023 0 repositories listed
• Meta Federated Reinforcement Learning for Distributed Resource Allocation
  6 Jul 2023 0 repositories listed
• Meta-Learning Adversarial Bandit Algorithms
  5 Jul 2023 0 repositories listed
• Personalized Federated Learning via Amortized Bayesian Meta-Learning
  5 Jul 2023 0 repositories listed
• Model-Assisted Probabilistic Safe Adaptive Control With Meta-Bayesian Learning
  3 Jul 2023 0 repositories listed
• OpenClinicalAI: An Open and Dynamic Model for Alzheimer's Disease Diagnosis
  3 Jul 2023 0 repositories listed
• Elastically-Constrained Meta-Learner for Federated Learning
  29 Jun 2023 0 repositories listed
• Near-Optimal Nonconvex-Strongly-Convex Bilevel Optimization with Fully First-Order Oracles
  26 Jun 2023 0 repositories listed
• Safe Navigation in Unstructured Environments by Minimizing Uncertainty in Control and Perception
  26 Jun 2023 0 repositories listed
• Is Pre-training Truly Better Than Meta-Learning?
  24 Jun 2023 0 repositories listed
• A First Order Meta Stackelberg Method for Robust Federated Learning
  23 Jun 2023 0 repositories listed
• Meta-Gating Framework for Fast and Continuous Resource Optimization in Dynamic Wireless Environments
  23 Jun 2023 0 repositories listed
• Meta-Learning for Airflow Simulations with Graph Neural Networks
  18 Jun 2023 0 repositories listed
• Acceleration in Policy Optimization
  18 Jun 2023 0 repositories listed
• Meta Generative Flow Networks with Personalization for Task-Specific Adaptation
  16 Jun 2023 0 repositories listed
• Squeezing nnU-Nets with Knowledge Distillation for On-Board Cloud Detection
  16 Jun 2023 0 repositories listed
• Stochastic Re-weighted Gradient Descent via Distributionally Robust Optimization
  15 Jun 2023 0 repositories listed
• Inductive Linear Probing for Few-shot Node Classification
  14 Jun 2023 0 repositories listed
• Few-shot Multi-domain Knowledge Rearming for Context-aware Defence against Advanced Persistent Threats
  13 Jun 2023 0 repositories listed
• Adversarial Constrained Bidding via Minimax Regret Optimization with Causality-Aware Reinforcement Learning
  12 Jun 2023 0 repositories listed
• Virtual Node Tuning for Few-shot Node Classification
  9 Jun 2023 0 repositories listed
• EMO: Episodic Memory Optimization for Few-Shot Meta-Learning
  8 Jun 2023 0 repositories listed
• Meta-Learning in Spiking Neural Networks with Reward-Modulated STDP
  7 Jun 2023 0 repositories listed
• Decentralized Multi-Level Compositional Optimization Algorithms with Level-Independent Convergence Rate
  6 Jun 2023 0 repositories listed
• A Generalized Alternating Method for Bilevel Learning under the Polyak-Łojasiewicz Condition
  4 Jun 2023 0 repositories listed
• Evolution of Efficient Symbolic Communication Codes
  4 Jun 2023 0 repositories listed
• Multi-Predict: Few Shot Predictors For Efficient Neural Architecture Search
  4 Jun 2023 0 repositories listed
• Meta-Learning Framework for End-to-End Imposter Identification in Unseen Speaker Recognition
  1 Jun 2023 0 repositories listed
• AlteredAvatar: Stylizing Dynamic 3D Avatars with Fast Style Adaptation
  30 May 2023 0 repositories listed
• SimFBO: Towards Simple, Flexible and Communication-efficient Federated Bilevel Learning
  30 May 2023 0 repositories listed
• A Meta-learning Framework for Tuning Parameters of Protection Mechanisms in Trustworthy Federated Learning
  28 May 2023 0 repositories listed
• HUB: Guiding Learned Optimizers with Continuous Prompt Tuning
  26 May 2023 0 repositories listed
• Test like you Train in Implicit Deep Learning
  24 May 2023 0 repositories listed
• Meta-learning For Vision-and-language Cross-lingual Transfer
  24 May 2023 0 repositories listed
• A Meta-learning based Generalizable Indoor Localization Model using Channel State Information
  22 May 2023 0 repositories listed
• Effective Bilevel Optimization via Minimax Reformulation
  22 May 2023 0 repositories listed
• Improved Compositional Generalization by Generating Demonstrations for Meta-Learning
  22 May 2023 0 repositories listed
• Single Domain Dynamic Generalization for Iris Presentation Attack Detection
  22 May 2023 0 repositories listed
• Many or Few Samples? Comparing Transfer, Contrastive and Meta-Learning in Encrypted Traffic Classification
  21 May 2023 0 repositories listed
• Meta Neural Coordination
  20 May 2023 0 repositories listed
• ALT: An Automatic System for Long Tail Scenario Modeling
  19 May 2023 0 repositories listed
• Meta-learning for heterogeneous treatment effect estimation with closed-form solvers
  19 May 2023 0 repositories listed
• Meta-Auxiliary Network for 3D GAN Inversion
  18 May 2023 0 repositories listed
• Automatic learning algorithm selection for classification via convolutional neural networks
  16 May 2023 0 repositories listed
• SuSana Distancia is all you need: Enforcing class separability in metric learning via two novel distance-based loss functions for few-shot image classification
  15 May 2023 0 repositories listed
• Learning to Learn Unlearned Feature for Brain Tumor Segmentation
  13 May 2023 0 repositories listed
• Meta-Optimization for Higher Model Generalizability in Single-Image Depth Prediction
  12 May 2023 0 repositories listed
• Meta-hallucinator: Towards Few-Shot Cross-Modality Cardiac Image Segmentation
  11 May 2023 0 repositories listed
• Rethinking Class Imbalance in Machine Learning
  6 May 2023 0 repositories listed
• Black-box Prompt Tuning with Subspace Learning
  4 May 2023 0 repositories listed
• Meta-Learning Enabled Score-Based Generative Model for 1.5T-Like Image Reconstruction from 0.5T MRI
  4 May 2023 0 repositories listed
• Generative Meta-Learning for Zero-Shot Relation Triplet Extraction
  3 May 2023 0 repositories listed
• META-SMGO-Δ: similarity as a prior in black-box optimization
  30 Apr 2023 0 repositories listed
• Analogy-Forming Transformers for Few-Shot 3D Parsing
  27 Apr 2023 0 repositories listed
• On the Generalization Error of Meta Learning for the Gibbs Algorithm
  27 Apr 2023 0 repositories listed
• Implicit Counterfactual Data Augmentation for Robust Learning
  26 Apr 2023 0 repositories listed
• Combining Adversaries with Anti-adversaries in Training
  25 Apr 2023 0 repositories listed
• Master: Meta Style Transformer for Controllable Zero-Shot and Few-Shot Artistic Style Transfer
  24 Apr 2023 0 repositories listed
• Meta-tuning Loss Functions and Data Augmentation for Few-shot Object Detection
  24 Apr 2023 0 repositories listed
• Policy Resilience to Environment Poisoning Attacks on Reinforcement Learning
  24 Apr 2023 0 repositories listed
• Constructing a meta-learner for unsupervised anomaly detection
  22 Apr 2023 0 repositories listed
• Task-Adaptive Pseudo Labeling for Transductive Meta-Learning
  21 Apr 2023 0 repositories listed
• A Meta-heuristic Approach to Estimate and Explain Classifier Uncertainty
  20 Apr 2023 0 repositories listed
• DECN: Evolution Inspired Deep Convolution Network for Black-box Optimization
  19 Apr 2023 0 repositories listed
• A Survey on Few-Shot Class-Incremental Learning
  17 Apr 2023 0 repositories listed
• Learning to Learn Group Alignment: A Self-Tuning Credo Framework with Multiagent Teams
  14 Apr 2023 0 repositories listed
• Symbiotic Message Passing Model for Transfer Learning between Anti-Fungal and Anti-Bacterial Domains
  14 Apr 2023 0 repositories listed
• Generalizable Deep Learning Method for Suppressing Unseen and Multiple MRI Artifacts Using Meta-learning
  13 Apr 2023 0 repositories listed
• RecUP-FL: Reconciling Utility and Privacy in Federated Learning via User-configurable Privacy Defense
  11 Apr 2023 0 repositories listed
• TinyReptile: TinyML with Federated Meta-Learning
  11 Apr 2023 0 repositories listed
• MERMAIDE: Learning to Align Learners using Model-Based Meta-Learning
  10 Apr 2023 0 repositories listed
• Meta Compositional Referring Expression Segmentation
  10 Apr 2023 0 repositories listed
• ForamViT-GAN: Exploring New Paradigms in Deep Learning for Micropaleontological Image Analysis
  9 Apr 2023 0 repositories listed
• Theoretical Characterization of the Generalization Performance of Overfitted Meta-Learning
  9 Apr 2023 0 repositories listed
• SPOT: Sequential Predictive Modeling of Clinical Trial Outcome with Meta-Learning
  7 Apr 2023 0 repositories listed
• Learning to Learn with Indispensable Connections
  6 Apr 2023 0 repositories listed
• Adaptive Ensemble Learning: Boosting Model Performance through Intelligent Feature Fusion in Deep Neural Networks
  4 Apr 2023 0 repositories listed