Online multimodal compression using pruning and knowledge distillation for iris recognition

• Main Authors: Abdul Latif, Samihah, Sidek, Khairul Azami, Abu Bakar, Eddyzulham, Hassan Abdalla Hashim, Aisha
• Format: Article
• Language: English; English
• Published: Semarak Ilmu Sdn Bhd 2024
• Subjects: TK7885 Computer engineering
• Online Access: http://irep.iium.edu.my/111162/3/111162_Online%20multimodal%20compression%20using%20pruning_SCOPUS.pdf; http://irep.iium.edu.my/111162/4/111162_Online%20multimodal%20compression%20using%20pruning.pdf; http://irep.iium.edu.my/111162/; https://semarakilmu.com.my/journals/index.php/applied_sciences_eng_tech/index; https://doi.org/10.37934/araset.37.2.6881

Deep learning models have advanced to the forefront of image recognition tasks, resulting in high-performing but enormous neural networks with millions to billions of parameters. Yet, deploying these models in production systems imposes considerable memory limits. Hence, the research community is...