SOTAVerified

Memorization

Papers

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Showing 951–975 of 1088 papers

TitleStatusHype
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
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
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
Weak and Strong Gradient Directions: Explaining Memorization, Generalization, and Hardness of Examples at Scale—0
An Efficient Method of Training Small Models for Regression Problems with Knowledge Distillation—0
Learning Not to Learn in the Presence of Noisy Labels—0
A Corrective View of Neural Networks: Representation, Memorization and Learning—0
Encoding-based Memory Modules for Recurrent Neural Networks—0
EgoMap: Projective mapping and structured egocentric memory for Deep RL—0
Towards GAN Benchmarks Which Require Generalization—0
Online Memorization of Random Firing Sequences by a Recurrent Neural Network—0
Learning Human Postural Control with Hierarchical Acquisition Functions—0
Searching to Exploit Memorization Effect in Learning with Noisy Labels—0
The Labeling Distribution Matrix (LDM): A Tool for Estimating Machine Learning Algorithm Capacity—0
Variational Recurrent Models for Solving Partially Observable Control TasksCode0
Towards Robust Learning with Different Label Noise DistributionsCode0
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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