SOTAVerified

Memorization

Papers

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Showing 201–250 of 1088 papers

TitleStatusHype
Zero-Shot Compositional Policy Learning via Language GroundingCode1
SELC: Self-Ensemble Label Correction Improves Learning with Noisy LabelsCode1
DASH: Warm-Starting Neural Network Training in Stationary Settings without Loss of PlasticityCode1
Data Contamination Can Cross Language BarriersCode1
Graph Convolutional Memory using Topological PriorsCode1
Learning with Noisy Correspondence for Cross-modal MatchingCode1
Data Contamination Quiz: A Tool to Detect and Estimate Contamination in Large Language ModelsCode1
SuperLoss: A Generic Loss for Robust Curriculum LearningCode1
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
BloomVQA: Assessing Hierarchical Multi-modal Comprehension—0
An introduction to memory competitions, records and techniques—0
Blink Rate Variability during resting and reading sessions—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
Entropy-Memorization Law: Evaluating Memorization Difficulty of Data in LLMs—0
Ethos: Rectifying Language Models in Orthogonal Parameter Space—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
Enhancing Generalization in Chain of Thought Reasoning for Smaller Models—0
Enhancing Privacy-Utility Trade-offs to Mitigate Memorization in Diffusion Models—0
Bigger Isn't Always Memorizing: Early Stopping Overparameterized Diffusion Models—0
Detecting Unintended Memorization in Language-Model-Fused ASR—0
Detecting Learning vs Memorization in Deep Neural Networks using Shared Structure Validation Sets—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
Enfoque Odychess: Un método dialéctico, constructivista y adaptativo para la enseñanza del ajedrez con inteligencias artificiales generativas—0
Diffusion Soup: Model Merging for Text-to-Image Diffusion Models—0
Enhanced Membership Inference Attacks against Machine Learning Models—0
Discovering Forbidden Topics in Language Models—0
Democratizing AI: Open-source Scalable LLM Training on GPU-based Supercomputers—0
Déjà Vu Memorization in Vision-Language Models—0
Beyond Scaling Laws: Understanding Transformer Performance with Associative Memory—0
Bootstrapped Pre-training with Dynamic Identifier Prediction for Generative Retrieval—0
Encoding-based Memory Modules for Recurrent Neural Networks—0
Distribution Shift Matters for Knowledge Distillation with Webly Collected Images—0
Enhancing Data Privacy in Large Language Models through Private Association Editing—0
EnronQA: Towards Personalized RAG over Private Documents—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