[HTML][HTML] Research on road scene understanding of autonomous vehicles based on multi-task learning

J Guo, J Wang, H Wang, B Xiao, Z He, L Li - Sensors, 2023 - mdpi.com
Road scene understanding is crucial to the safe driving of autonomous vehicles.
Comprehensive road scene understanding requires a visual perception system to deal with …

Structured pruning for multi-task deep neural networks

S Garg, L Zhang, H Guan - 2024 IEEE 7th International …, 2024 - ieeexplore.ieee.org
Although multi-task deep neural network (DNN) models have computation and storage
benefits over individual single-task DNN models, they can be further optimized via model …

[HTML][HTML] Learning the relative dynamic features for word-level lipreading

H Li, N Yadikar, Y Zhu, M Mamut, K Ubul - Sensors, 2022 - mdpi.com
Lipreading is a technique for analyzing sequences of lip movements and then recognizing
the speech content of a speaker. Limited by the structure of our vocal organs, the number of …