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20212026
most citedLeveraging Knowledge Distillation for Lightweight Skin Cancer Classification: Balancing Accuracy and Computational Efficiency

3 citations · 6 across the 7 of their papers we have counts for

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cs.CV2026

Multi-Modal Semantic Segmentation of Electrolyzer Components for Sustainable Hydrogen Technologies: A Dual-Branch Deep Learning Approach

Wasimul Karim, Nur Mohammad Fahad, Abdul Hasib Siddique +4

Accurate segmentation of electrolyzer materials is essential for automated disassembly, sustainable recycling, and circular manufacturing in hydrogen technologies. However, this ta…

cs.CV2025

DeepAgent: A Dual Stream Multi Agent Fusion for Robust Multimodal Deepfake Detection

Sayeem Been Zaman, Wasimul Karim, Arefin Ittesafun Abian +4

The increasing use of synthetic media, particularly deepfakes, is an emerging challenge for digital content verification. Although recent studies use both audio and visual informat…

cs.CV2025

WeCKD: Weakly-supervised Chained Distillation Network for Efficient Multimodal Medical Imaging

Md. Abdur Rahman, Mohaimenul Azam Khan Raiaan, Sami Azam +3

Knowledge distillation (KD) has traditionally relied on a static teacher-student framework, where a large, well-trained teacher transfers knowledge to a single student model. Howev…

cs.CV2025

BioAutoML-NAS: An End-to-End AutoML Framework for Multimodal Insect Classification via Neural Architecture Search on Large-Scale Biodiversity Data

Arefin Ittesafun Abian, Debopom Sutradhar, Md Rafi Ur Rashid +5

Insect classification is important for agricultural management and ecological research, as it directly affects crop health and production. However, this task remains challenging du…

cs.CV2021

DeepFakes: Detecting Forged and Synthetic Media Content Using Machine Learning

Sm Zobaed, Md Fazle Rabby, Md Istiaq Hossain +4

The rapid advancement in deep learning makes the differentiation of authentic and manipulated facial images and video clips unprecedentedly harder. The underlying technology of man…