SOTAVerified

Memorization

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 251–300 of 1088 papers

TitleStatusHype
Déjà Vu: an empirical evaluation of the memorization properties of ConvNets—0
Does Learning Require Memorization? A Short Tale about a Long Tail—0
Does Pre-trained Language Model Actually Infer Unseen Links in Knowledge Graph Completion?—0
Does Your Neural Code Completion Model Use My Code? A Membership Inference Approach—0
Constructive Universal Approximation and Finite Sample Memorization by Narrow Deep ReLU Networks—0
Deep Learning is Provably Robust to Symmetric Label Noise—0
An Efficient Method of Training Small Models for Regression Problems with Knowledge Distillation—0
Tight Bounds on the Smallest Eigenvalue of the Neural Tangent Kernel for Deep ReLU Networks—0
Decoupling Gating from Linearity—0
Decoding Generalization from Memorization in Deep Neural Networks—0
Between Randomness and Arbitrariness: Some Lessons for Reliable Machine Learning at Scale—0
Better Generalization with Semantic IDs: A Case Study in Ranking for Recommendations—0
Few-Shot Table-to-Text Generation with Prompt Planning and Knowledge Memorization—0
An associative memory model with very high memory rate: Image storage by sequential addition learning—0
Better Generalization with On-the-fly Dataset Denoising—0
FFNB: Forgetting-Free Neural Blocks for Deep Continual Visual Learning—0
Data Isotopes for Data Provenance in DNNs—0
Is Grokking a Computational Glass Relaxation?—0
Data-Copying in Generative Models: A Formal Framework—0
An Analysis for Reasoning Bias of Language Models with Small Initialization—0
Few-Shot Generation of Brain Tumors for Secure and Fair Data Sharing—0
Small ReLU networks are powerful memorizers: a tight analysis of memorization capacity—0
Data Contamination: From Memorization to Exploitation—0
Analyzing the Neural Tangent Kernel of Periodically Activated Coordinate Networks—0
Bayesian Perspective on Memorization and Reconstruction—0
Fault-Diagnosing SLAM for Varying Scale Change Detection—0
Customizing Large Language Model Generation Style using Parameter-Efficient Finetuning—0
Memorization Capacity for Additive Fine-Tuning with Small ReLU Networks—0
CSGNN: Conquering Noisy Node labels via Dynamic Class-wise Selection—0
A Wearable Social Interaction Aid for Children with Autism—0
Fast Parametric Learning with Activation Memorization—0
CrossSplit: Mitigating Label Noise Memorization through Data Splitting—0
Avoiding Generative Model Writer's Block With Embedding Nudging—0
Cross-Domain Generalization Through Memorization: A Study of Nearest Neighbors in Neural Duplicate Question Detection—0
Critical Data Size of Language Models from a Grokking Perspective—0
Analysis of the Memorization and Generalization Capabilities of AI Agents: Are Continual Learners Robust?—0
Counterfactual Memorization in Neural Language Models—0
ReEval: Automatic Hallucination Evaluation for Retrieval-Augmented Large Language Models via Transferable Adversarial Attacks—0
Counterfactual Influence as a Distributional Quantity—0
A Multi-Perspective Analysis of Memorization in Large Language Models—0
AdaCap: Adaptive Capacity control for Feed-Forward Neural Networks—0
Factored Agents: Decoupling In-Context Learning and Memorization for Robust Tool Use—0
Federated Nearest Neighbor Machine Translation—0
FLM-101B: An Open LLM and How to Train It with $100K Budget—0
Generalized Holographic Reduced Representations—0
COSMO: Combination of Selective Memorization for Low-cost Vision-and-Language Navigation—0
Autoencoder-based Initialization for Recurrent Neural Networks with a Linear Memory—0
A Corrective View of Neural Networks: Representation, Memorization and Learning—0
Extracting memorized pieces of (copyrighted) books from open-weight language models—0
CopyrightShield: Spatial Similarity Guided Backdoor Defense against Copyright Infringement in Diffusion Models—0
Show:102550
← PrevPage 6 of 22Next →

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