Incremental Object Detection with CLIP

no code implementations • 13 Oct 2023 • Yupeng He, Ziyue Huang, Qingjie Liu, Yunhong Wang

In the incremental detection task, unlike the incremental classification task, data ambiguity exists due to the possibility of an image having different labeled bounding boxes in multiple continuous learning stages.

Class-Incremental Object Detection Incremental Learning +3

Modeling Variable Space with Residual Tensor Networks for Multivariate Time Series

no code implementations • 29 Sep 2021 • Jing Zhang, Peng Zhang, Yupeng He, Siwei Rao, Jun Wang, Guangjian Tian

In this framework, we derive the mathematical representation of the variable space, and then use a tensor network based on the idea of low-rank approximation to model the variable space.

Multivariate Time Series Forecasting Tensor Networks +2