CAKES: Channel-wise Automatic KErnel Shrinking for Efficient 3D Networks

Q Yu, Y Li, J Mei, Y Zhou, A Yuille - … of the AAAI Conference on Artificial …, 2021 - ojs.aaai.org
Abstract 3D Convolution Neural Networks (CNNs) have been widely applied to 3D scene
understanding, such as video analysis and volumetric image recognition. However, 3D …

ON NEURAL ARCHITECTURES FOR SEGMENTATION IN NATURAL AND MEDICAL IMAGES

Q Yu - 2023 - jscholarship.library.jhu.edu
Segmentation is an important research field in computer vision. It requires recognizing and
segmenting the objects at the pixel level. In the past decade, many deep neural networks …