SOTAVerified

Memorization

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 651–700 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
A Memory Model for Question Answering from Streaming Data Supported by Rehearsal and Anticipation of Coreference Information—0
A Multi-Perspective Analysis of Memorization in Large Language Models—0
Analysis of the Memorization and Generalization Capabilities of AI Agents: Are Continual Learners Robust?—0
Analyzing the Neural Tangent Kernel of Periodically Activated Coordinate Networks—0
An Analysis for Reasoning Bias of Language Models with Small Initialization—0
An associative memory model with very high memory rate: Image storage by sequential addition learning—0
An Efficient Method of Training Small Models for Regression Problems with Knowledge Distillation—0
An Evaluation on Large Language Model Outputs: Discourse and Memorization—0
A new membership inference attack that spots memorization in generative and predictive models: Loss-Based with Reference Model algorithm (LBRM)—0
An Exponential Improvement on the Memorization Capacity of Deep Threshold Networks—0
An introduction to memory competitions, records and techniques—0
Annotation Inconsistency and Entity Bias in MultiWOZ—0
Applied Federated Model Personalisation in the Industrial Domain: A Comparative Study—0
Approximating Real-Time Recurrent Learning with Random Kronecker Factors—0
A Practical Approach to Sizing Neural Networks—0
A Random Matrix Analysis of In-context Memorization for Nonlinear Attention—0
Are Large Language Models Memorizing Bug Benchmarks?—0
Are Transformers with One Layer Self-Attention Using Low-Rank Weight Matrices Universal Approximators?—0
Are You Sure You Want To Do That? Classification with Verification—0
Are You Sure YouWant To Do That? Classification with Interpretable Queries—0
Arithmetic with Language Models: from Memorization to Computation—0
A Simple Approach to the Noisy Label Problem Through the Gambler's Loss—0
A Simple Model of Inference Scaling Laws—0
A Spline Theory of Deep Learning—0
Assessing Generalization in TD methods for Deep Reinforcement Learning—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