SOTAVerified

Memorization

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 876–900 of 1088 papers

TitleStatusHype
Parsimonious Inference—0
Membership Inference Attacks are Easier on Difficult ProblemsCode0
Driving Style Representation in Convolutional Recurrent Neural Network Model of Driver IdentificationCode1
Robust Generalization and Safe Query-Specialization in Counterfactual Learning to RankCode0
Memorization vs. Generalization: Quantifying Data Leakage in NLP Performance EvaluationCode0
Learning to Combat Noisy Labels via Classification Margins—0
Meta-Regularization by Enforcing Mutual-ExclusivenessCode0
PConv: Simple yet Effective Convolutional Layer for Generative Adversarial Network—0
Hyperspectral Image Super-Resolution with Spectral Mixup and Heterogeneous DatasetsCode1
Investigating Memorization of Conspiracy Theories in Text GenerationCode0
Grounding Consistency: Distilling Spatial Common Sense for Precise Visual Relationship DetectionCode1
How Do Your Biomedical Named Entity Recognition Models Generalize to Novel Entities?Code0
Continual Memory: Can We Reason After Long-Term Memorization?—0
ME-MOMENTUM: EXTRACTING HARD CONFIDENT EXAMPLES FROM NOISILY LABELED DATA—0
Making Coherence Out of Nothing At All: Measuring Evolution of Gradient Alignment—0
Robust early-learning: Hindering the memorization of noisy labels—0
The Unreasonable Effectiveness of the Class-reversed Sampling in Tail Sample Memorization—0
Catching the Long Tail in Deep Neural Networks—0
A Large-scale Study on Training Sample Memorization in Generative Modeling—0
Distributed Associative Memory Network with Association Reinforcing Loss—0
Introducing Orthogonal Constraint in Structural ProbesCode0
Catastrophic Fisher Explosion: Early Phase Fisher Matrix Impacts Generalization—0
Tight Bounds on the Smallest Eigenvalue of the Neural Tangent Kernel for Deep ReLU Networks—0
Perceptron Theory Can Predict the Accuracy of Neural Networks—0
When is Memorization of Irrelevant Training Data Necessary for High-Accuracy Learning?Code0
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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