no code implementations • 8 Jun 2023 • Haobo Chen, Yuheng Bu, Gregory W. Wornell
Double-descent refers to the unexpected drop in test loss of a learning algorithm beyond an interpolating threshold with over-parameterization, which is not predicted by information criteria in their classical forms due to the limitations in the standard asymptotic approach.
1 code implementation • 12 Sep 2022 • Haobo Chen, Chuyang Zhao, Kai Tu, Junru Chen, Yadong Li, Boxun Li
In this paper, we first verify through an experiment that style factors are a vital part of domain bias.
Domain Generalization Generalizable Person Re-identification +1
1 code implementation • 22 Jun 2022 • Chuyang Zhao, Haobo Chen, Wenyuan Zhang, Junru Chen, Sipeng Zhang, Yadong Li, Boxun Li
Natural language (NL) based vehicle retrieval aims to search specific vehicle given text description.
no code implementations • 30 Dec 2020 • Shaode Yu, Haobo Chen, Hang Yu, Zhicheng Zhang, Xiaokun Liang, Wenjian Qin, Yaoqin Xie, Ping Shi
After features are sorted according to their frequency, linear support vector machine performs the classification in an incremental manner.