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Memorization

Papers

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Showing 851–875 of 1088 papers

TitleStatusHype
Minimizing Memorization in Meta-learning: A Causal Perspective—0
Training Dynamic based data filtering may not work for NLP datasets—0
Remember the context! ASR slot error correction through memorization—0
Excess Capacity and Backdoor PoisoningCode0
The Impact of Reinitialization on Generalization in Convolutional Neural Networks—0
Representation Memorization for Fast Learning New Knowledge without Forgetting—0
Confidence Adaptive Regularization for Deep Learning with Noisy Labels—0
Unified Regularity Measures for Sample-wise Learning and Generalization—0
Improving Model Generalization: A Chinese Named Entity Recognition Case Study—0
The Separation Capacity of Random Neural Networks—0
Pointer Value Retrieval: A new benchmark for understanding the limits of neural network generalizationCode0
Structure Destruction and Content Combination for Face Anti-Spoofing—0
Leave-one-out Unfairness—0
On the Memorization Properties of Contrastive Learning—0
Memorization in Deep Neural Networks: Does the Loss Function matter?Code0
Affect Expression Behaviour Analysis in the Wild using Consensual Collaborative TrainingCode0
Mitigating Memorization in Sample Selection for Learning with Noisy Labels—0
Generalization Error of GAN from the Discriminator's Perspective—0
Slope and generalization properties of neural networksCode0
INN: A Method Identifying Clean-annotated Samples via Consistency Effect in Deep Neural Networks—0
Adaptive Sample Selection for Robust Learning under Label NoiseCode0
Time-Aware Language Models as Temporal Knowledge Bases—0
Privacy-Preserving Eye-tracking Using Deep Learning—0
MetaBalance: High-Performance Neural Networks for Class-Imbalanced Data—0
Memorization and Generalization in Neural Code Intelligence ModelsCode0
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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