1 code implementation • 29 Mar 2024 • Renkai Wu, Yinghao Liu, Pengchen Liang, Qing Chang
In this paper, we deeply explore the key elements of parameter influence in Mamba and propose an UltraLight Vision Mamba UNet (UltraLight VM-UNet) based on this.
1 code implementation • 20 Mar 2024 • Renkai Wu, Yinghao Liu, Pengchen Liang, Qing Chang
In the field of medical image segmentation, variant models based on Convolutional Neural Networks (CNNs) and Visual Transformers (ViTs) as the base modules have been very widely developed and applied.
1 code implementation • 27 Nov 2023 • Renkai Wu, Yinghao Liu, Pengchen Liang, Qing Chang
In this paper, we propose a multiple high-order attention interaction model (MHA-UNet) for use in a highly explainable skin lesion segmentation task.
1 code implementation • 28 Sep 2022 • Qing Chang, Max Goplerud
We note that KRLS can be re-formulated as a hierarchical model thereby allowing easy inference and modular model construction where KRLS can be used alongside random effects, splines, and unregularized fixed effects.
no code implementations • 1 Jul 2022 • Tian Yu, Qing Chang
Therefore, it is highly desirable to have a flexible motion planning method, with which robots can adapt to specific task changes in unstructured environments, such as production systems or warehouses, with little or no intervention from non-expert personnel.
1 code implementation • CVPR 2022 • Qing Chang, Junran Peng, Lingxie Xie, Jiajun Sun, Haoran Yin, Qi Tian, Zhaoxiang Zhang
However, due to the high training costs and the unconsciousness of downstream usages, most self-supervised learning methods lack the capability to correspond to the diversities of downstream scenarios, as there are various data domains, different vision tasks and latency constraints on models.
no code implementations • IEEE Access 2019 • Hao Dang, Muyi Sun, Guanhong Zhang, Xingqun Qi, Xiaoguang Zhou, Qing Chang
Atrial fibrillation (AF), a common abnormal heartbeat rhythm, is a life-threatening recurrent disease that affects older adults.
Ranked #4 on Atrial Fibrillation Detection on MIT-BIH AF