SOTAVerified

Memorization

Papers

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Showing 451–500 of 1088 papers

TitleStatusHype
Training Data Attribution: Was Your Model Secretly Trained On Data Created By Mine?—0
Data-centric NLP Backdoor Defense from the Lens of Memorization—0
Training Large ASR Encoders with Differential Privacy—0
Unlocking Memorization in Large Language Models with Dynamic Soft Prompting—0
Promise and Peril of Collaborative Code Generation Models: Balancing Effectiveness and Memorization—0
Implicit Reasoning in Deep Time Series Forecasting—0
Online Learning via Memory: Retrieval-Augmented Detector Adaptation—0
Towards Data Contamination Detection for Modern Large Language Models: Limitations, Inconsistencies, and Oracle ChallengesCode0
Revisiting Physical-World Adversarial Attack on Traffic Sign Recognition: A Commercial Systems Perspective—0
NEVLP: Noise-Robust Framework for Efficient Vision-Language Pre-training—0
Context-Aware Membership Inference Attacks against Pre-trained Large Language Models—0
Constructive Universal Approximation and Finite Sample Memorization by Narrow Deep ReLU Networks—0
Anonymity Unveiled: A Practical Framework for Auditing Data Use in Deep Learning Models—0
Applied Federated Model Personalisation in the Industrial Domain: A Comparative Study—0
Customizing Large Language Model Generation Style using Parameter-Efficient Finetuning—0
Generalization vs. Memorization in the Presence of Statistical Biases in Transformers—0
EDCSSM: Edge Detection with Convolutional State Space Model—0
The Unreasonable Ineffectiveness of Nucleus Sampling on Mitigating Text MemorizationCode0
Iterative Graph AlignmentCode0
Avoiding Generative Model Writer's Block With Embedding Nudging—0
Memorization in In-Context Learning—0
ALTBI: Constructing Improved Outlier Detection Models via Optimization of Inlier-Memorization Effect—0
MAPLE: Enhancing Review Generation with Multi-Aspect Prompt LEarning in Explainable Recommendation—0
Generating Streamlining Constraints with Large Language Models—0
Information-Theoretic Progress Measures reveal Grokking is an Emergent Phase Transition—0
Understanding the Local Geometry of Generative Model Manifolds—0
Get Confused Cautiously: Textual Sequence Memorization Erasure with Selective Entropy Maximization—0
Quantifying the Corpus Bias Problem in Automatic Music Transcription SystemsCode0
MaxMind: A Memory Loop Network to Enhance Software Productivity based on Large Language Models—0
Diffusion Model Meets Non-Exemplar Class-Incremental Learning and Beyond—0
Why Are My Prompts Leaked? Unraveling Prompt Extraction Threats in Customized Large Language ModelsCode0
Human foraging strategies flexibly adapt to resource distribution and time constraints—0
Memorization Capacity for Additive Fine-Tuning with Small ReLU Networks—0
Adaptive Pre-training Data Detection for Large Language Models via Surprising Tokens—0
Embedding Space Selection for Detecting Memorization and Fingerprinting in Generative Models—0
Strong Copyright Protection for Language Models via Adaptive Model Fusion—0
LLMs' Understanding of Natural Language Revealed—0
Towards Clean-Label Backdoor Attacks in the Physical WorldCode0
Graph Memory Learning: Imitating Lifelong Remembering and Forgetting of Brain Networks—0
Demystifying Verbatim Memorization in Large Language ModelsCode0
Untrained neural networks can demonstrate memorization-independent abstract reasoningCode0
Knowledge Mechanisms in Large Language Models: A Survey and Perspective—0
Iterative Ensemble Training with Anti-Gradient Control for Mitigating Memorization in Diffusion ModelsCode0
Empirical Capacity Model for Self-Attention Neural Networks—0
Generalization v.s. Memorization: Tracing Language Models' Capabilities Back to Pretraining Data—0
How to Engage Your Readers? Generating Guiding Questions to Promote Active ReadingCode0
Building an Ethical and Trustworthy Biomedical AI Ecosystem for the Translational and Clinical Integration of Foundational Models—0
Learning Camouflaged Object Detection from Noisy Pseudo Label—0
Training Foundation Models as Data Compression: On Information, Model Weights and Copyright Law—0
Unveiling Structural Memorization: Structural Membership Inference Attack for Text-to-Image Diffusion Models—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