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cs.CV2026
Pattern Recognition Tasks with Personalized Federated Learning
Md. Arifur Rahman, Isha Das, Mushfiqur Rahman Abir +4
Personalized Federated Learning (PFL) constitutes a novel paradigm that tailors Machine Learning (ML) models to individual clients, thereby furnishing personalized model updates wh…
cs.CV2026
Improving Fine-Grained Rice Leaf Disease Detection via Angular-Compactness Dual Loss Learning
Md. Rokon Mia, Rakib Hossain Sajib, Abdullah Al Noman +2
Early detection of rice leaf diseases is critical, as rice is a staple crop supporting a substantial share of the world's population. Timely identification of these diseases enable…
cs.CV2025
A CNN Approach to Automated Detection and Classification of Brain Tumors
Md. Zahid Hasan, Abdullah Tamim, D. M. Asadujjaman +4
Brain tumors require an assessment to ensure timely diagnosis and effective patient treatment. Morphological factors such as size, location, texture, and variable appearance compli…