Search Results for author: Jiaxu Zhao

Found 1 papers, 0 papers with code

You Can Have Better Graph Neural Networks by Not Training Weights at All: Finding Untrained GNNs Tickets

no code implementations28 Nov 2022 Tianjin Huang, Tianlong Chen, Meng Fang, Vlado Menkovski, Jiaxu Zhao, Lu Yin, Yulong Pei, Decebal Constantin Mocanu, Zhangyang Wang, Mykola Pechenizkiy, Shiwei Liu

Recent works have impressively demonstrated that there exists a subnetwork in randomly initialized convolutional neural networks (CNNs) that can match the performance of the fully trained dense networks at initialization, without any optimization of the weights of the network (i. e., untrained networks).

Out-of-Distribution Detection

Cannot find the paper you are looking for? You can Submit a new open access paper.