3 papers
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…
eess.IV2026
From Explanations to Architecture: Explainability-Driven CNN Refinement for Brain Tumor Classification in MRI
Rajan Das Gupta, Md Imrul Hasan Showmick, Lei Wei +4
Recent brain tumor classification methods often report high accuracy but rely on deep, over-parameterized architectures with limited interpretability, making it difficult to determ…
cs.CV2025
IMVB7t: A Multi-Modal Model for Food Preferences based on Artificially Produced Traits
Mushfiqur Rahman Abir, Md. Tanzib Hosain, Md. Abdullah-Al-Jubair +1
Human behavior and interactions are profoundly influenced by visual stimuli present in their surroundings. This influence extends to various aspects of life, notably food consumpti…