SOTAVerified

Memorization

Papers

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Showing 826–850 of 1088 papers

TitleStatusHype
Leave-one-out Unfairness—0
Consensual Collaborative Training And Knowledge Distillation Based Facial Expression Recognition Under Noisy AnnotationsCode1
Mitigating Memorization in Sample Selection for Learning with Noisy Labels—0
Affect Expression Behaviour Analysis in the Wild using Consensual Collaborative TrainingCode0
Generalization Error of GAN from the Discriminator's Perspective—0
A comparison of LSTM and GRU networks for learning symbolic sequencesCode1
Slope and generalization properties of neural networksCode0
Understanding and Improving Early Stopping for Learning with Noisy LabelsCode1
Time-Aware Language Models as Temporal Knowledge Bases—0
Adaptive Sample Selection for Robust Learning under Label NoiseCode0
INN: A Method Identifying Clean-annotated Samples via Consistency Effect in Deep Neural Networks—0
Graph Convolutional Memory using Topological PriorsCode1
DAT: Training Deep Networks Robust To Label-Noise by Matching the Feature DistributionsCode1
MetaBalance: High-Performance Neural Networks for Class-Imbalanced Data—0
Privacy-Preserving Eye-tracking Using Deep Learning—0
Memorization and Generalization in Neural Code Intelligence ModelsCode0
An Exponential Improvement on the Memorization Capacity of Deep Threshold Networks—0
Schema-Guided Paradigm for Zero-Shot DialogCode0
Towards the Memorization Effect of Neural Networks in Adversarial Training—0
Muddling Label Regularization: Deep Learning for Tabular DatasetsCode0
Antipodes of Label Differential Privacy: PATE and ALIBICode1
On Memorization in Probabilistic Deep Generative ModelsCode0
On Training Sample Memorization: Lessons from Benchmarking Generative Modeling with a Large-scale CompetitionCode0
Fundamental tradeoffs between memorization and robustness in random features and neural tangent regimesCode0
Dissecting Generation Modes for Abstractive Summarization Models via Ablation and AttributionCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PaLM-540B (few-shot, k=5)Accuracy95.4—Unverified
2Gopher-280B (few-shot, k=5)Accuracy80—Unverified
3PaLM-62B (few-shot, k=5)Accuracy77.7—Unverified