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Articles 31 - 60 of 20684
Full-Text Articles in Physical Sciences and Mathematics
Mgrre_Thinsections_Mgrre-147_8, Mgrre
Mgrre_Thinsections_Mgrre-147_3, Mgrre
Mgrre_Thinsections_Mgrre-147_1, Mgrre
Mgrre_Thinsections_Mgrre-147_9, Mgrre
Mgrre_Thinsections_Mgrre-147_10, Mgrre
Mgrre_Thinsections_Mgrre-147_24, Mgrre
Mgrre_Thinsections_Mgrre-147_23, Mgrre
Mgrre_Thinsections_Mgrre-147_25, Mgrre
Deployment-Aware Deep Learning For Computer Vision: Efficient Architectures From 3d Segmentation To Mixed Reality, Bahar Uddin Mahmud
Deployment-Aware Deep Learning For Computer Vision: Efficient Architectures From 3d Segmentation To Mixed Reality, Bahar Uddin Mahmud
Dissertations
Deep learning has become the dominant approach for solving vision-centric problems; however, its successful deployment in real-world applications remains limited by high computational cost, data dependency, and insufficient integration with practical and human-centered environments. While state-of-the art deep learning models often achieve impressive performance in controlled settings, they frequently fail to generalize or operate efficiently under deployment constraints such as limited resources, complex data modalities, and real-time interaction requirements. These limitations motivate the need for a deployment-oriented deep learning framework that balances accuracy, efficiency, and practical usability.
This dissertation investigates the design and deployment of efficient deep learning architectures for …
Mgrre_Thinsections_Mgrre-101_6, Mgrre
Mgrre_Thinsections_Mgrre-101_20, Mgrre
Mgrre_Thinsections_Mgrre-101_22, Mgrre
Mgrre_Thinsections_Mgrre-101_24, Mgrre
Mgrre_Thinsections_Mgrre-101_20, Mgrre
Mgrre_Thinsections_Mgrre-102_1, Mgrre
Mgrre_Thinsections_Mgrre-101_3, Mgrre
Mgrre_Thinsections_Mgrre-101_4, Mgrre
Mgrre_Thinsections_Mgrre-101_5, Mgrre
Mgrre_Thinsections_Mgrre-101_7, Mgrre
Mgrre_Thinsections_Mgrre-101_9, Mgrre
Mgrre_Thinsections_Mgrre-101_10, Mgrre
Mgrre_Thinsections_Mgrre-101_14, Mgrre
Mgrre_Thinsections_Mgrre-101_15, Mgrre
Mgrre_Thinsections_Mgrre-101_13, Mgrre
Mgrre_Thinsections_Mgrre-101_19, Mgrre
Mgrre_Thinsections_Mgrre-101_17, Mgrre
Mgrre_Thinsections_Mgrre-101_21, Mgrre
Mgrre_Thinsections_Mgrre-101_25, Mgrre