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How many samples are needed to train a deep neural network?

How many samples are needed to train a deep neural network?

26 May 2024
Pegah Golestaneh
Mahsa Taheri
Johannes Lederer
ArXivPDFHTML

Papers citing "How many samples are needed to train a deep neural network?"

3 / 3 papers shown
Title
Regularization can make diffusion models more efficient
Regularization can make diffusion models more efficient
Mahsa Taheri
Johannes Lederer
98
0
0
13 Feb 2025
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image
  Segmentation
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation
Vijay Badrinarayanan
Alex Kendall
R. Cipolla
SSeg
446
15,639
0
02 Nov 2015
Norm-Based Capacity Control in Neural Networks
Norm-Based Capacity Control in Neural Networks
Behnam Neyshabur
Ryota Tomioka
Nathan Srebro
119
577
0
27 Feb 2015
1