SOTAVerified

Memorization

Papers

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Showing 251–300 of 1088 papers

TitleStatusHype
Beyond Scaling Laws: Understanding Transformer Performance with Associative Memory—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
Bounds for the smallest eigenvalue of the NTK for arbitrary spherical data of arbitrary dimension—0
A solvable generative model with a linear, one-step denoiser—0
Generalizability of Memorization Neural Networks—0
Generative artificial intelligence in ophthalmology: multimodal retinal images for the diagnosis of Alzheimer's disease with convolutional neural networks—0
Déjà Vu: an empirical evaluation of the memorization properties of ConvNets—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
Small ReLU networks are powerful memorizers: a tight analysis of memorization capacity—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
FLM-101B: An Open LLM and How to Train It with $100K Budget—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
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
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
Few-Shot Generation of Brain Tumors for Secure and Fair Data Sharing—0
Few-Shot Table-to-Text Generation with Prompt Planning and Knowledge 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
Federated Nearest Neighbor Machine Translation—0
FFNB: Forgetting-Free Neural Blocks for Deep Continual Visual Learning—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
Extreme Image Transformations Facilitate Robust Latent Object Representations—0
CopyrightShield: Spatial Similarity Guided Backdoor Defense against Copyright Infringement in 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