51 citations · 118 across the 22 of their papers we have counts for
3 papers · 1 filter
Targeted collapse regularized autoencoder for anomaly detection: black hole at the center
Amin Ghafourian, Huanyi Shui, Devesh Upadhyay +3
Autoencoders have been extensively used in the development of recent anomaly detection techniques. The premise of their application is based on the notion that after training the a…
KARNet: Kalman Filter Augmented Recurrent Neural Network for Learning World Models in Autonomous Driving Tasks
Hemanth Manjunatha, Andrey Pak, Dimitar Filev +1
Autonomous driving has received a great deal of attention in the automotive industry and is often seen as the future of transportation. The development of autonomous driving techno…
Experience-Based Evolutionary Algorithms for Expensive Optimization
Xunzhao Yu, Yan Wang, Ling Zhu +2
Optimization algorithms are very different from human optimizers. A human being would gain more experiences through problem-solving, which helps her/him in solving a new unseen pro…