On Calibration of Modern Neural Networks

arxiv.org · 6,299 words · saved by 1 readers

N/A

On Calibration of Modern Neural Networks Chuan Guo * 1 Geoff Pleiss * 1 Yu Sun * 1 Kilian Q. Weinberger 1 Abstract LeNet (1998) ResNet (2016) CIFAR-100 CIFAR-100…

saved by

Michael Li

related reading

[1706.04599] On Calibration of Modern Neural Networksarxiv.org
On Getting Confidence Estimates from Neural Networks | Bharath's notesbharathpbhat.github.io
guo17a.pdfproceedings.mlr.press
[1912.02178] Fantastic Generalization Measures and Where to Find Themarxiv.org
On Calibration of Modern Neural Networksproceedings.mlr.press
Understanding deep learning requires rethinking generalizationarxiv.org
A Recipe for Training Neural Networkskarpathy.github.io
nn-notes.pdfboris-hanin.github.io
A Recipe for Training Neural Networkskarpathy.github.io
Bayesian Neural Networkscs.toronto.edu
arxiv.org/pdf/1805.08522arxiv.org
ImageNet Classification with Deep Convolutional Neural Networksproceedings.neurips.cc