SOTAVerified

Meta-Learning

Meta-learning is a methodology considered with "learning to learn" machine learning algorithms.

( Image credit: Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks )

Papers

Showing 28762900 of 3569 papers

TitleStatusHype
Meta-Meta Classification for One-Shot LearningCode0
Divergent Search for Few-Shot Image Classification0
Regularizing Meta-Learning via Gradient DropoutCode1
Pre-training Text Representations as Meta Learning0
Self-Supervised Tuning for Few-Shot Segmentation0
Meta-Learning in Neural Networks: A SurveyCode1
MetaIQA: Deep Meta-learning for No-Reference Image Quality AssessmentCode1
Training few-shot classification via the perspective of minibatch and pretraining0
Online Meta-Learning for Multi-Source and Semi-Supervised Domain Adaptation0
MetaSleepLearner: A Pilot Study on Fast Adaptation of Bio-signals-Based Sleep Stage Classifier to New Individual Subject Using Meta-LearningCode1
Inferential Text Generation with Multiple Knowledge Sources and Meta-Learning0
QuantNet: Transferring Learning Across Systematic Trading StrategiesCode1
Meta-Learning for Few-Shot NMT Adaptation0
There and Back Again: Revisiting Backpropagation Saliency MethodsCode1
Meta-Learning for Short Utterance Speaker Recognition with Imbalance Length PairsCode1
Arbitrary Scale Super-Resolution for Brain MRI ImagesCode0
Leveraging Multi-Source Weak Social Supervision for Early Detection of Fake News0
Sequential Learning for Domain Generalization0
Guided Variational Autoencoder for Disentanglement Learning0
Scene-Adaptive Video Frame Interpolation via Meta-LearningCode1
Tracking by Instance Detection: A Meta-Learning Approach0
MetaPoison: Practical General-purpose Clean-label Data PoisoningCode1
DPGN: Distribution Propagation Graph Network for Few-shot LearningCode1
MetaFuse: A Pre-trained Fusion Model for Human Pose Estimation0
Learning to Learn Single Domain GeneralizationCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1MZ+ReconMeta-train success rate97.8Unverified
2MZMeta-train success rate97.6Unverified
3MAMLMeta-test success rate36Unverified
4RL^2Meta-test success rate10Unverified
5DnCMeta-test success rate5.4Unverified
6PEARLMeta-test success rate0Unverified
#ModelMetricClaimedVerifiedStatus
1SoftModuleAverage Success Rate60Unverified
2Multi-task multi-head SACAverage Success Rate35.85Unverified
3DisCorAverage Success Rate26Unverified
4NDPAverage Success Rate11Unverified
#ModelMetricClaimedVerifiedStatus
1MZ+ReconMeta-test success rate (zero-shot)18.5Unverified
2MZMeta-test success rate (zero-shot)17.7Unverified
#ModelMetricClaimedVerifiedStatus
1Metadrop% Test Accuracy95.75Unverified