SOTAVerified

Memorization

Papers

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Showing 651–675 of 1088 papers

TitleStatusHype
Deep ReLU Networks Have Surprisingly Few Activation Patterns—0
Zero-Shot Learning to Manage a Large Number of Place-Specific Compressive Change Classifiers—0
Suppressing Model Overfitting for Image Super-Resolution Networks—0
Tight Bounds on the Smallest Eigenvalue of the Neural Tangent Kernel for Deep ReLU Networks—0
Adaptive Pre-training Data Detection for Large Language Models via Surprising Tokens—0
Memorization Capacity for Additive Fine-Tuning with Small ReLU Networks—0
Building an Ethical and Trustworthy Biomedical AI Ecosystem for the Translational and Clinical Integration of Foundational Models—0
Diffusion Model Meets Non-Exemplar Class-Incremental Learning and Beyond—0
Context-Aware Membership Inference Attacks against Pre-trained Large Language Models—0
Data-centric NLP Backdoor Defense from the Lens of Memorization—0
Is Grokking a Computational Glass Relaxation?—0
3D Human Pose Estimation = 2D Pose Estimation + Matching—0
A Bayesian Nonparametrics View into Deep Representations—0
Accessing the topological properties of human brain functional sub-circuits in Echo State Networks—0
A Comparative Study of Reservoir Computing for Temporal Signal Processing—0
A Corrective View of Neural Networks: Representation, Memorization and Learning—0
AdaCap: Adaptive Capacity control for Feed-Forward Neural Networks—0
A Geometric Framework for Understanding Memorization in Generative Models—0
AI Knowledge and Reasoning: Emulating Expert Creativity in Scientific Research—0
Airline Passenger Name Record Generation using Generative Adversarial Networks—0
A Large-scale Study on Training Sample Memorization in Generative Modeling—0
Algebraic Machine Learning—0
A Lightweight Method to Disrupt Memorized Sequences in LLM—0
ALTBI: Constructing Improved Outlier Detection Models via Optimization of Inlier-Memorization Effect—0
A Mathematical Framework for Learning Probability Distributions—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