SOTAVerified

Memorization

Papers

Showing 6170 of 1088 papers

TitleStatusHype
Arithmetic Without Algorithms: Language Models Solve Math With a Bag of HeuristicsCode1
Antipodes of Label Differential Privacy: PATE and ALIBICode1
C-SFDA: A Curriculum Learning Aided Self-Training Framework for Efficient Source Free Domain AdaptationCode1
Artificial Neural Variability for Deep Learning: On Overfitting, Noise Memorization, and Catastrophic ForgettingCode1
A comparison of LSTM and GRU networks for learning symbolic sequencesCode1
Co-teaching: Robust Training of Deep Neural Networks with Extremely Noisy LabelsCode1
DASH: Warm-Starting Neural Network Training in Stationary Settings without Loss of PlasticityCode1
Contrastive Learning with Boosted MemorizationCode1
Continual Variational Autoencoder Learning via Online Cooperative MemorizationCode1
Contrast to Divide: Self-Supervised Pre-Training for Learning with Noisy LabelsCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PaLM-540B (few-shot, k=5)Accuracy95.4Unverified
2Gopher-280B (few-shot, k=5)Accuracy80Unverified
3PaLM-62B (few-shot, k=5)Accuracy77.7Unverified