SOTAVerified

Memorization

Papers

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Showing 751–775 of 1088 papers

TitleStatusHype
Context-based Virtual Adversarial Training for Text Classification with Noisy Labels—0
Continual Learning Should Move Beyond Incremental Classification—0
Continual Memory: Can We Reason After Long-Term Memorization?—0
Continuous Reinforcement Learning-based Dynamic Difficulty Adjustment in a Visual Working Memory Game—0
CopyJudge: Automated Copyright Infringement Identification and Mitigation in Text-to-Image Diffusion Models—0
CopyrightShield: Spatial Similarity Guided Backdoor Defense against Copyright Infringement in Diffusion Models—0
COSMO: Combination of Selective Memorization for Low-cost Vision-and-Language Navigation—0
Counterfactual Influence as a Distributional Quantity—0
Counterfactual Memorization in Neural Language Models—0
Critical Data Size of Language Models from a Grokking Perspective—0
Cross-Domain Generalization Through Memorization: A Study of Nearest Neighbors in Neural Duplicate Question Detection—0
CrossSplit: Mitigating Label Noise Memorization through Data Splitting—0
CSGNN: Conquering Noisy Node labels via Dynamic Class-wise Selection—0
Customizing Large Language Model Generation Style using Parameter-Efficient Finetuning—0
Data Contamination: From Memorization to Exploitation—0
Data-Copying in Generative Models: A Formal Framework—0
Data Isotopes for Data Provenance in DNNs—0
Decoding Generalization from Memorization in Deep Neural Networks—0
Decoupling Gating from Linearity—0
Deep Learning is Provably Robust to Symmetric Label Noise—0
Constructive Universal Approximation and Finite Sample Memorization by Narrow Deep ReLU Networks—0
Déjà Vu: an empirical evaluation of the memorization properties of ConvNets—0
Déjà Vu Memorization in Vision-Language Models—0
Democratizing AI: Open-source Scalable LLM Training on GPU-based Supercomputers—0
Detecting Learning vs Memorization in Deep Neural Networks using Shared Structure Validation Sets—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