SOTAVerified

Memorization

Papers

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Showing 426–450 of 1088 papers

TitleStatusHype
Capacity Control is an Effective Memorization Mitigation Mechanism in Text-Conditional Diffusion ModelsCode0
Historical Test-time Prompt Tuning for Vision Foundation Models—0
Measuring memorization through probabilistic discoverable extraction—0
Mixture of Parrots: Experts improve memorization more than reasoning—0
Dual-Model Defense: Safeguarding Diffusion Models from Membership Inference Attacks through Disjoint Data Splitting—0
A Simple Model of Inference Scaling Laws—0
Reasoning, Memorization, and Fine-Tuning Language Models for Non-Cooperative Games—0
Self-Comparison for Dataset-Level Membership Inference in Large (Vision-)Language Models—0
Patch-Based Diffusion Models Beat Whole-Image Models for Mismatched Distribution Inverse Problems—0
WILT: A Multi-Turn, Memorization-Robust Inductive Logic Benchmark for LLMs—0
Losing dimensions: Geometric memorization in generative diffusion—0
Emergent properties with repeated examples—0
KnowledgeSG: Privacy-Preserving Synthetic Text Generation with Knowledge Distillation from ServerCode0
In-context Learning in Presence of Spurious CorrelationsCode0
Extracting Training Data from Unconditional Diffusion Models—0
Undesirable Memorization in Large Language Models: A Survey—0
Quantifying Generalization Complexity for Large Language ModelsCode0
Composing Global Optimizers to Reasoning Tasks via Algebraic Objects in Neural Nets—0
On the Generalization and Causal Explanation in Self-Supervised LearningCode0
Mitigating Backdoor Threats to Large Language Models: Advancement and Challenges—0
Localizing Memorization in SSL Vision Encoders—0
Optimal Memorization Capacity of Transformers—0
PDFed: Privacy-Preserving and Decentralized Asynchronous Federated Learning for Diffusion Models—0
Enhancing elusive clues in knowledge learning by contrasting attention of language modelsCode0
SSP-RACL: Classification of Noisy Fundus Images with Self-Supervised Pretraining and Robust Adaptive Credal Loss—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