SOTAVerified

Memorization

Papers

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Showing 926–950 of 1088 papers

TitleStatusHype
Bridging the Imitation Gap by Adaptive Insubordination—0
Distributed Associative Memory Network with Memory Refreshing LossCode0
Audio Tagging by Cross Filtering Noisy Labels—0
Jointly Non-Sampling Learning for Knowledge Graph Enhanced RecommendationCode1
BiRRE: Learning Bidirectional Residual Relation Embeddings for Supervised Hypernymy Detection—0
Early-Learning Regularization Prevents Memorization of Noisy LabelsCode1
Measuring Memorization Effect in Word-Level Neural Networks Probing—0
What they do when in doubt: a study of inductive biases in seq2seq learnersCode0
What Do Neural Networks Learn When Trained With Random Labels?—0
Are Pretrained Language Models Symbolic Reasoners Over Knowledge?Code1
Using Wavelets and Spectral Methods to Study Patterns in Image-Classification DatasetsCode0
Understanding Unintended Memorization in Federated Learning—0
Network size and weights size for memorization with two-layers neural networks—0
Assessing Intelligence in Artificial Neural Networks—0
Eicient Non-Sampling Factorization Machines for Optimal Context-Aware RecommendationCode1
Efficient Computation Reduction in Bayesian Neural Networks Through Feature Decomposition and Memorization—0
Rethink the Connections among Generalization, Memorization and the Spectral Bias of DNNsCode0
A Wearable Social Interaction Aid for Children with Autism—0
Do sequence-to-sequence VAEs learn global features of sentences?—0
Zero-Shot Compositional Policy Learning via Language GroundingCode1
Few-Shot Single-View 3-D Object Reconstruction with Compositional PriorsCode1
Mehler's Formula, Branching Process, and Compositional Kernels of Deep Neural Networks—0
Volumization as a Natural Generalization of Weight Decay—0
Robust and On-the-fly Dataset Denoising for Image Classification—0
Learn to Forget: Machine Unlearning via Neuron Masking—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