SOTAVerified

Memorization

Papers

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Showing 851–900 of 1088 papers

TitleStatusHype
Few-Shot Table-to-Text Generation with Prompt Planning and Knowledge Memorization—0
FFNB: Forgetting-Free Neural Blocks for Deep Continual Visual Learning—0
Small ReLU networks are powerful memorizers: a tight analysis of memorization capacity—0
FLM-101B: An Open LLM and How to Train It with $100K Budget—0
A solvable generative model with a linear, one-step denoiser—0
FUNU: Boosting Machine Unlearning Efficiency by Filtering Unnecessary Unlearning—0
Future Prediction Can be a Strong Evidence of Good History Representation in Partially Observable Environments—0
Generalizability of Memorization Neural Networks—0
Generalization and Memorization: The Bias Potential Model—0
Generalization Error of GAN from the Discriminator's Perspective—0
Generalization vs. Memorization in the Presence of Statistical Biases in Transformers—0
Generalization v.s. Memorization: Tracing Language Models' Capabilities Back to Pretraining Data—0
Generalized Holographic Reduced Representations—0
Generation or Replication: Auscultating Audio Latent Diffusion Models—0
PConv: Simple yet Effective Convolutional Layer for Generative Adversarial Network—0
Generative AI Training and Copyright Law—0
Generative artificial intelligence in ophthalmology: multimodal retinal images for the diagnosis of Alzheimer's disease with convolutional neural networks—0
Geometry of Neural Network Loss Surfaces via Random Matrix Theory—0
Get Confused Cautiously: Textual Sequence Memorization Erasure with Selective Entropy Maximization—0
GP-MoLFormer: A Foundation Model For Molecular Generation—0
Graph Memory Learning: Imitating Lifelong Remembering and Forgetting of Brain Networks—0
Graph Neural Networks Provably Benefit from Structural Information: A Feature Learning Perspective—0
Grokking as Compression: A Nonlinear Complexity Perspective—0
Grokking in Linear Estimators -- A Solvable Model that Groks without Understanding—0
Grokking in the Wild: Data Augmentation for Real-World Multi-Hop Reasoning with Transformers—0
Historical Test-time Prompt Tuning for Vision Foundation Models—0
Holistic Audit Dataset Generation for LLM Unlearning via Knowledge Graph Traversal and Redundancy Removal—0
Hopfield model with planted patterns: a teacher-student self-supervised learning model—0
How BPE Affects Memorization in Transformers—0
How Do the Architecture and Optimizer Affect Representation Learning? On the Training Dynamics of Representations in Deep Neural Networks—0
How much do language models memorize?—0
Human-Centered Privacy Research in the Age of Large Language Models—0
Human foraging strategies flexibly adapt to resource distribution and time constraints—0
Identifying and Mitigating Privacy Risks Stemming from Language Models: A Survey—0
Identity Crisis: Memorization and Generalization under Extreme Overparameterization—0
IGDA: Interactive Graph Discovery through Large Language Model Agents—0
Implicit Reasoning in Deep Time Series Forecasting—0
Improved Localized Machine Unlearning Through the Lens of Memorization—0
Improving LLMs for Recommendation with Out-Of-Vocabulary Tokens—0
Improving Meta-learning for Low-resource Text Classification and Generation via Memory Imitation—0
Improving Model Generalization: A Chinese Named Entity Recognition Case Study—0
Improving word alignment for low resource languages using English monolingual SRL—0
In-Context Learning Strategies Emerge Rationally—0
Information Complexity of Stochastic Convex Optimization: Applications to Generalization and Memorization—0
Information-Theoretic Progress Measures reveal Grokking is an Emergent Phase Transition—0
INN: A Method Identifying Clean-annotated Samples via Consistency Effect in Deep Neural Networks—0
Integrating Functionalities To A System Via Autoencoder Hippocampus Network—0
Integrating LMM Planners and 3D Skill Policies for Generalizable Manipulation—0
Redundancy and Concept Analysis for Code-trained Language Models—0
Interrogating LLM design under a fair learning doctrine—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