no code implementations • 12 Jul 2023 • Hiroshi Fukui, Taiki Miyagawa, Yusuke Morishita
We propose a conceptually simple and thus fast multi-object tracking (MOT) model that does not require any attached modules, such as the Kalman filter, Hungarian algorithm, transformer blocks, or graph networks.
no code implementations • 8 Apr 2021 • Makoto Takamoto, Yusuke Morishita
In this paper, we investigated the effect of sample mixing methods, that is, Mixup, CutMix, and newly proposed Smoothed Regional Mix (SRMix), to alleviate this problem.
no code implementations • 28 Feb 2020 • Makoto Takamoto, Yusuke Morishita, Hitoshi Imaoka
In this paper, we propose a new formalism of knowledge distillation for regression problems.