no code implementations • ECCV 2020 • Zilong Ji, Xiaolong Zou, Xiaohan Lin, Xiao Liu, Tiejun Huang, Si Wu
By iteratively learning with the two strategies, the attentive regions are gradually shifted from the background to the foreground and the features become more discriminative.
no code implementations • 6 Mar 2023 • Bowen Wang, Chen Liang, Jiaze Wang, Furui Liu, Shaogang Hao, Dong Li, Jianye Hao, Guangyong Chen, Xiaolong Zou, Pheng-Ann Heng
Reversely, the model Reconstructs a more robust equilibrium state prediction by transforming edge-level predictions to node-level with a sphere-fitting algorithm.
Initial Structure to Relaxed Energy (IS2RE), Direct Property Prediction
no code implementations • 20 Jan 2023 • Luyao Chen, Zhiqiang Chen, Longsheng Jiang, Xiang Liu, Linlu Xu, Bo Zhang, Xiaolong Zou, Jinying Gao, Yu Zhu, Xizi Gong, Shan Yu, Sen Song, Liangyi Chen, Fang Fang, Si Wu, Jia Liu
Nowadays, we have witnessed the great success of AI in various applications, including image classification, game playing, protein structure analysis, language translation, and content generation.
no code implementations • 15 Sep 2022 • Chen Liang, Bowen Wang, Shaogang Hao, Guangyong Chen, Pheng-Ann Heng, Xiaolong Zou
Graph neural networks (GNNs) have drawn more and more attention from material scientists and demonstrated a high capacity to establish connections between the structure and properties.
no code implementations • 23 Aug 2020 • Zilong Ji, Xiaolong Zou, Tiejun Huang, Si Wu
In this study, we build a computational model to elucidate the computational advantages associated with the interactions between two pathways.
no code implementations • 20 Dec 2019 • Zilong Ji, Xiaolong Zou, Tiejun Huang, Si Wu
The proposed model consists of two alternate processes, progressive clustering and episodic training.
1 code implementation • NeurIPS 2019 • Xiao Liu, Xiaolong Zou, Zilong Ji, Gengshuo Tian, Yuanyuan Mi, Tiejun Huang, K. Y. Michael Wong, Si Wu
Experimental data has revealed that in addition to feedforward connections, there exist abundant feedback connections in a neural pathway.
no code implementations • 25 Sep 2019 • Zilong Ji, Xiaolong Zou, Tiejun Huang, Si Wu
Using the benchmark dataset Omniglot, we show that our model outperforms other unsupervised few-shot learning methods to a large extend and approaches to the performances of supervised methods.
no code implementations • 28 Jul 2019 • Yuanyuan Mi, Xiaohan Lin, Xiaolong Zou, Zilong Ji, Tiejun Huang, Si Wu
Spatiotemporal information processing is fundamental to brain functions.