3 papers · 1 filter
Meta-Learning Guided Pruning for Few-Shot Plant Pathology on Edge Devices
Mohammed Mudassir Uddin, Shahnawaz Alam, Mohammed Kaif Pasha +3
Farmers in remote areas need quick and reliable methods for identifying plant diseases, yet they often lack access to laboratories or high-performance computing resources. Deep lea…
LAF-YOLOv10 with Partial Convolution Backbone, Attention-Guided Feature Pyramid, Auxiliary P2 Head, and Wise-IoU Loss for Small Object Detection in Drone Aerial Imagery
Sohail Ali Farooqui, Zuhair Ahmed Khan Taha, Mohammed Mudassir Uddin +1
Unmanned aerial vehicles serve as primary sensing platforms for surveillance, traffic monitoring, and disaster response, making aerial object detection a central problem in applied…
AgentCompress: Task-Aware Compression for Affordable Large Language Model Agents
Zuhair Ahmed Khan Taha, Mohammed Mudassir Uddin, Shahnawaz Alam
Large language models hold considerable promise for various applications, but their computational requirements create a barrier that many institutions cannot overcome. A single ses…