no code implementations • 28 Feb 2024 • Wentao Zhang, Lingxuan Zhao, Haochong Xia, Shuo Sun, Jiaze Sun, Molei Qin, Xinyi Li, Yuqing Zhao, Yilei Zhao, Xinyu Cai, Longtao Zheng, Xinrun Wang, Bo An
Notably, FinAgent is the first advanced multimodal foundation agent designed for financial trading tasks.
1 code implementation • ICCV 2023 • Jiaze Sun, Zhixiang Chen, Tae-Kyun Kim
Unsupervised methods have been proposed for graph convolutional models but they require ground truth correspondence between the source and target inputs.
no code implementations • 19 May 2022 • Jiaze Sun, Jiahui Deng, Yang Li, Nan Han
The simulation results show that the model established in this paper can reduce economic cost by 72%, primary energy consumption by 73%, and pollutant emission by 88%.
no code implementations • 17 Nov 2021 • Jiaze Sun, Binod Bhattarai, Zhixiang Chen, Tae-Kyun Kim
Whilst both branches are required during training, the RGB branch is our primary network and the semantic branch is not needed for inference.
no code implementations • 17 Aug 2021 • Jiaze Sun, Jiahui Deng, Yang Li, Shuaiyin Ma, Nan Han
District energy systems can not only reduce energy consumption but also set energy supply dispatching schemes according to demand.
no code implementations • 11 Jun 2020 • Jiaze Sun, Binod Bhattarai, Tae-Kyun Kim
We perform augmentation by randomly sampling sensible labels from the label space of the few labelled examples available and assigning them as target labels to the abundant unlabelled examples from the same distribution as that of the labelled ones.
1 code implementation • 22 Nov 2018 • Jian-Feng Cai, Dong Li, Jiaze Sun, Ke Wang
The key in our proof is that random projections embed stably the set of sparse vectors or a low-dimensional smooth manifold into a low-dimensional subspace.