Yan Han

Towards a Robust Differentiable Architecture Search under Label Noise

2022 · 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)

Neural Architecture Search (NAS) is the game changer in designing robust neural architectures. Architectures designed by NAS outperform or compete with the best manual network designs in terms of accuracy, size, memory footprint and FLOPs. …

Adaptive continuous-discrete trajectory PHD filter with out-of-sequence measurements

2026 · IET conference proceedings.

To process sets of out-of-sequence (OOS) measurements in multi-target tracking, this paper presents an adaptive continuous-discrete trajectory probability hypothesis density filter. The appearances, dynamics and disappearances of targets are considered in the continuous time model, …