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Naimur Asif

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Articles

Computer Science > Computer Vision and Pattern Recognition

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By Muhammad Muhtasim, Naimur Asif, Mohammad Ali
| arXiv
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[2505.06982] Federated Learning with LoRA Optimized DeiT and Multiscale Patch Embedding for Secure Eye Disease Recognition

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By Naimur Asif, Sakib Hossain, Iffat Firozy, Tahani Jaser
| arXiv
[Submitted on 11 May 2025] Title:Federated Learning with LoRA Optimized DeiT and Multiscale Patch Embedding for Secure Eye Disease Recognition View a PDF of the paper titled Federated Learning with LoRA Optimized DeiT and Multiscale Patch Embedding for Secure Eye Disease Recognition, by Md. Naimur Asif Borno and 4 other authors View PDF HTML (experimental) Abstract:Recent progress in image-based medical disease detection encounters challenges such as limited annotated data sets, inadequate...
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[2505.06995] Replay-Based Continual Learning with Dual-Layered Distillation and a Streamlined U-Net for Efficient Text-to-Image Generation

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By Sakib Hossain, Mohammad Ali, Naimur Asif, Asmaa Soliman
| arXiv
[Submitted on 11 May 2025] Title:Replay-Based Continual Learning with Dual-Layered Distillation and a Streamlined U-Net for Efficient Text-to-Image Generation View a PDF of the paper titled Replay-Based Continual Learning with Dual-Layered Distillation and a Streamlined U-Net for Efficient Text-to-Image Generation, by Md. Naimur Asif Borno and 2 other authors View PDF HTML (experimental) Abstract:Recent advancements in text-to-image diffusion models are hindered by high computational demands,...
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