Search Results for author: Yichuan Cheng

Found 2 papers, 1 papers with code

Log Neural Controlled Differential Equations: The Lie Brackets Make a Difference

no code implementations28 Feb 2024 Benjamin Walker, Andrew D. McLeod, Tiexin Qin, Yichuan Cheng, Haoliang Li, Terry Lyons

The core component of Log-NCDEs is the Log-ODE method, a tool from the study of rough paths for approximating a CDE's solution.

Time Series Time Series Classification

SRFormer: Text Detection Transformer with Incorporated Segmentation and Regression

2 code implementations21 Aug 2023 Qingwen Bu, Sungrae Park, Minsoo Khang, Yichuan Cheng

In light of this, we constrain the incorporation of segmentation branches to the first few decoder layers and employ progressive regression refinement in subsequent layers, achieving performance gains while minimizing computational load from the mask. Furthermore, we propose a Mask-informed Query Enhancement module.

regression Scene Text Detection +2

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