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Memorization

Papers

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Showing 851–900 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
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
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
Not All Knowledge Is Created Equal: Mutual Distillation of Confident Knowledge—0
Learning to Rehearse in Long Sequence Memorization—0
Privacy Regularization: Joint Privacy-Utility Optimization in LanguageModels—0
Evaluating and Explaining Natural Language Generation with GenXCode0
Understanding Unintended Memorization in Language Models Under Federated Learning—0
Automatic Classification of Attributes in German Adjective-Noun PhrasesCode0
Do RNN States Encode Abstract Phonological Alternations?—0
On the geometry of generalization and memorization in deep neural networks—0
Annotation Inconsistency and Entity Bias in MultiWOZ—0
Using Early-Learning Regularization to Classify Real-World Noisy Data—0
Combining Recurrent, Convolutional, and Continuous-time Models with Linear State Space Layers—0
Bounding Information Leakage in Machine Learning—0
Self-paced Resistance Learning against Overfitting on Noisy LabelsCode0
Broccoli: Sprinkling Lightweight Vocabulary Learning into Everyday Information DietsCode0
Memorization vs. Generalization : Quantifying Data Leakage in NLP Performance Evaluation—0
Do RNN States Encode Abstract Phonological Processes?—0
Jo-SRC: A Contrastive Approach for Combating Noisy Labels—0
Co-matching: Combating Noisy Labels by Augmentation Anchoring—0
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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