no code implementations • 10 Oct 2023 • Ghanta Sai Krishna, Kundrapu Supriya, Sabur Baidya
We designed a 3D part-aware hybrid transformer for point cloud-based object detection to identify dynamic objects.
2 code implementations • 20 Nov 2020 • Yoshitomo Matsubara, Davide Callegaro, Sabur Baidya, Marco Levorato, Sameer Singh
In this paper, we propose to modify the structure and training process of DNN models for complex image classification tasks to achieve in-network compression in the early network layers.
2 code implementations • 1 Oct 2019 • Yoshitomo Matsubara, Sabur Baidya, Davide Callegaro, Marco Levorato, Sameer Singh
Offloading the execution of complex Deep Neural Networks (DNNs) models to compute-capable devices at the network edge, that is, edge servers, can significantly reduce capture-to-output delay.