QuantNAS for super resolution: searching for efficient quantization-friendly architectures against quantization noise

E Shvetsov, D Osin, A Zaytsev, I Koryakovskiy… - IEEE …, 2024 - ieeexplore.ieee.org
This work aims to develop an automated procedure for discovering new, efficient solutions
that can be effectively quantized in mixed-precision mode with minimal degradation. While …

An Efficient Deep Learning Based AgriResUpNet Architecture for Semantic Segmentation of Crop and Weed Images

AA Hussain, PS Nair - Ingenierie des Systemes d'Information, 2024 - search.proquest.com
The environment and agricultural output are being challenged by weeds and crops.
Innovative advancements in alternative weed control techniques that seek to reduce the …

Hardware-aware design, search, and optimization of deep neural networks

SS Chitty-Venkata - 2023 - search.proquest.com
Deep Learning has achieved remarkable progress in the last decade due to its powerful
automatic representation capability for a variety of tasks, such as Image Recognition …

[PDF][PDF] Novel Prospects of Image Restoration Inspired by Concepts of Quantum Mechanics

A BASARAB - 2023 - theses.hal.science
La décomposition d'images numériques en d'autres bases ou dictionnaires que les
domaines temporel ou spatial est une approche très courante et efficace dans le traitement …

Novel Prospects of Image Restoration Inspired by Concepts of Quantum Mechanics

S Dutta - 2023 - theses.hal.science
Decomposition of digital images into other basis or dictionaries than time or space domains
is a very common and effective approach in image processing and analysis. Such a …