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Memorization

Papers

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Showing 201–250 of 1088 papers

TitleStatusHype
Zero-Shot Compositional Policy Learning via Language GroundingCode1
Self-Attentive Associative MemoryCode1
DASH: Warm-Starting Neural Network Training in Stationary Settings without Loss of PlasticityCode1
Data Contamination Can Cross Language BarriersCode1
Learning with Noisy Correspondence for Cross-modal MatchingCode1
Sources of Hallucination by Large Language Models on Inference TasksCode1
Data Contamination Quiz: A Tool to Detect and Estimate Contamination in Large Language ModelsCode1
The Emergence of Reproducibility and Generalizability in Diffusion ModelsCode1
Benchmarking Chinese Commonsense Reasoning of LLMs: From Chinese-Specifics to Reasoning-Memorization CorrelationsCode1
Bounds for the smallest eigenvalue of the NTK for arbitrary spherical data of arbitrary dimension—0
Bounding Information Leakage in Machine Learning—0
DNN or k-NN: That is the Generalize vs. Memorize Question—0
Distributed Skellam Mechanism: a Novel Approach to Federated Learning with Differential Privacy—0
Boundary Adversarial Examples Against Adversarial Overfitting—0
Annotation Inconsistency and Entity Bias in MultiWOZ—0
Distributed Associative Memory Network with Association Reinforcing Loss—0
An introduction to memory competitions, records and techniques—0
Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks—0
Blink Rate Variability during resting and reading sessions—0
Diffusion Soup: Model Merging for Text-to-Image Diffusion Models—0
BLIA: Detect model memorization in binary classification model through passive Label Inference attack—0
An Exponential Improvement on the Memorization Capacity of Deep Threshold Networks—0
Excitatory/Inhibitory Balance Emerges as a Key Factor for RBN Performance, Overriding Attractor Dynamics—0
A new membership inference attack that spots memorization in generative and predictive models: Loss-Based with Reference Model algorithm (LBRM)—0
Detection and Measurement of Syntactic Templates in Generated Text—0
BiRRE: Learning Bidirectional Residual Relation Embeddings for Supervised Hypernymy Detection—0
Building an Ethical and Trustworthy Biomedical AI Ecosystem for the Translational and Clinical Integration of Foundational Models—0
Detecting Memorization in ReLU Networks—0
Detecting Memorization in Large Language Models—0
An Evaluation on Large Language Model Outputs: Discourse and Memorization—0
Ethos: Rectifying Language Models in Orthogonal Parameter Space—0
Detecting Learning vs Memorization in Deep Neural Networks using Shared Structure Validation Sets—0
Bigger Isn't Always Memorizing: Early Stopping Overparameterized Diffusion Models—0
Detecting Unintended Memorization in Language-Model-Fused ASR—0
Enhancing Privacy-Utility Trade-offs to Mitigate Memorization in Diffusion Models—0
Differential learning kinetics govern the transition from memorization to generalization during in-context learning—0
Differentially Private Fine-Tuning of Diffusion Models—0
Diffusing DeBias: a Recipe for Turning a Bug into a Feature—0
EnronQA: Towards Personalized RAG over Private Documents—0
Democratizing AI: Open-source Scalable LLM Training on GPU-based Supercomputers—0
Déjà Vu Memorization in Vision-Language Models—0
Discovering Forbidden Topics in Language Models—0
BloomVQA: Assessing Hierarchical Multi-modal Comprehension—0
Beyond Scaling Laws: Understanding Transformer Performance with Associative Memory—0
Entropy-Memorization Law: Evaluating Memorization Difficulty of Data in LLMs—0
Bootstrapped Pre-training with Dynamic Identifier Prediction for Generative Retrieval—0
Weak and Strong Gradient Directions: Explaining Memorization, Generalization, and Hardness of Examples at Scale—0
Distribution Shift Matters for Knowledge Distillation with Webly Collected Images—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
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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