On Neural Networks Redundancy and Diversity for Their Use in Safety-Critical Systems
Author:
Affiliation:
1. Barcelona Supercomputing Center, Barcelona, Spain
2. Ikerlan Technology Research Center, Arrasate-Mondragon, Spain
Funder
European Research Council
Horizon Europe Program
Spanish Ministry of Science and Innovation
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
General Computer Science
Link
http://xplorestaging.ieee.org/ielx7/2/10109259/10109300.pdf?arnumber=10109300
Reference16 articles.
1. A survey on ensemble learning
2. Depth uncertainty in neural networks;antorán;Proc Adv Neural Inf Process Syst,0
3. The German Traffic Sign Recognition Benchmark: A multi-class classification competition
4. Generative Adversarial Active Learning for Unsupervised Outlier Detection
5. Rethinking importance weighting for deep learning under distribution shift;fang;Proc Adv Neural Inf Process Syst,0
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