SOTAVerified

Memorization

Papers

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Showing 951–975 of 1088 papers

TitleStatusHype
Bridging Lottery Ticket and Grokking: Understanding Grokking from Inner Structure of NetworksCode0
Grokking ExPLAIND: Unifying Model, Data, and Training Attribution to Study Model BehaviorCode0
SIGUA: Forgetting May Make Learning with Noisy Labels More RobustCode0
Grid Long Short-Term MemoryCode0
MemControl: Mitigating Memorization in Diffusion Models via Automated Parameter SelectionCode0
Data Origin Inference in Machine LearningCode0
Investigating Memorization of Conspiracy Theories in Text GenerationCode0
Protecting Copyrighted Material with Unique Identifiers in Large Language Model TrainingCode0
Generalization-Memorization MachinesCode0
Data Factors for Better Compositional GeneralizationCode0
Fuse to Forget: Bias Reduction and Selective Memorization through Model FusionCode0
Fundamental tradeoffs between memorization and robustness in random features and neural tangent regimesCode0
What makes a language easy to deep-learn? Deep neural networks and humans similarly benefit from compositional structureCode0
Memorization and Generalization in Neural Code Intelligence ModelsCode0
Memorization and Knowledge Injection in Gated LLMsCode0
SoK: Unintended Interactions among Machine Learning Defenses and RisksCode0
Memorization and Regularization in Generative Diffusion ModelsCode0
Memorization Capacity of Multi-Head Attention in TransformersCode0
SolidMark: Evaluating Image Memorization in Generative ModelsCode0
Data Contamination: From Memorization to ExploitationCode0
Memorization-Dilation: Modeling Neural Collapse Under Label NoiseCode0
From Trojan Horses to Castle Walls: Unveiling Bilateral Data Poisoning Effects in Diffusion ModelsCode0
Memorization in Attention-only TransformersCode0
Sometimes I am a Tree: Data Drives Unstable Hierarchical GeneralizationCode0
Memorization in Deep Neural Networks: Does the Loss Function matter?Code0
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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