1 code implementation • 11 Oct 2023 • Caleb Tung, Nicholas Eliopoulos, Purvish Jajal, Gowri Ramshankar, Chen-Yun Yang, Nicholas Synovic, Xuecen Zhang, Vipin Chaudhary, George K. Thiruvathukal, Yung-Hsiang Lu
Computer vision often uses highly accurate Convolutional Neural Networks (CNNs), but these deep learning models are associated with ever-increasing energy and computation requirements.
no code implementations • 21 Jul 2022 • Caleb Tung, Abhinav Goel, Xiao Hu, Nicholas Eliopoulos, Emmanuel Amobi, George K. Thiruvathukal, Vipin Chaudhary, Yung-Hsiang Lu
We observe that, given a computer vision task, images often contain pixels that are irrelevant to the task.