Iljoo Baek

FT-DeepNets: Fault-Tolerant Convolutional Neural Networks with Kernel-based Duplication

2022 · 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)

Deep neural network (deepnet) applications play a crucial role in safety-critical systems such as autonomous vehicles (AVs). An AV must drive safely towards its destination, avoiding obstacles, and respond quickly when the vehicle must stop. …