1 code implementation • ICLR 2022 • Yu Yang, Xiaotian Cheng, Hakan Bilen, Xiangyang Ji
The success of state-of-the-art deep neural networks heavily relies on the presence of large-scale labelled datasets, which are extremely expensive and time-consuming to annotate.
1 code implementation • 6 Nov 2022 • Yu Yang, Xiaotian Cheng, Chang Liu, Hakan Bilen, Xiangyang Ji
In recent years, generative adversarial networks (GANs) have been an actively studied topic and shown to successfully produce high-quality realistic images in various domains.
no code implementations • 13 Dec 2020 • Michael Zhang, Xiaotian Cheng, Daniel Copeland, Arjun Desai, Melody Y. Guan, Gabriel A. Brat, Serena Yeung
A state-of-the-art convolutional neural network architecture for object detection was used to detect operating hands in open surgery videos.