1 code implementation • 7 Nov 2021 • Ruiyang Liu, Yinghui Li, Linmi Tao, Dun Liang, Hai-Tao Zheng
In the GPU era, the locally and globally weighted summations are the current mainstreams, represented by the convolution and self-attention mechanism, as well as MLP.
1 code implementation • International Conference on Image Processing 2021 • Dachuan Shi, Ruiyang Liu, Linmi Tao, Zuoxiang He, Li Huo
We aim on enhancing medical image segmentation by using spatial continuity information in a proposed Multi-Encoder Parse-Decoder Network (MEPDNet) based on the fact that most of the medical images are sampled continuously.
1 code implementation • International Conference on Acoustics, Speech and Signal Processing 2022 • Dachuan Shi, Ruiyang Liu, Linmi Tao, Chun Yuan
This manuscript goes deep into the research of the Dropout algorithm, which is commonly used in neural networks to alleviate the overfitting problem.
1 code implementation • 5 Aug 2023 • Linmi Tao, Ruiyang Liu, Yuanbiao Wang, Yuezhi Zhou, Li Huo, Guilan Hu, Xiangsong Zhang, Zuo-Xiang He
Our findings indicate that bone density exhibits a linear decline with age during adulthood between the ages of 39 and 80, with the rate of decline being approximately 1. 6 times faster in women than in men.
no code implementations • 17 Nov 2020 • Yinghui Li, Ruiyang Liu, Zihao Zhang, Ning Ding, Ying Shen, Linmi Tao, Hai-Tao Zheng
We also provide a theoretical explanation of our method.
Facial Expression Recognition Facial Expression Recognition (FER) +2
no code implementations • 25 May 2021 • Mst. Tasnim Pervin, Linmi Tao, Aminul Huq, Zuoxiang He, Li Huo
Furthermore, We have also introduced the concept of Inverse FGSM (InvFGSM), which works in the opposite manner of FGSM for the data augmentation.
no code implementations • 14 May 2023 • Linmi Tao, Ruiyang Liu, Donglai Tao, Wu Xia, Feilong Ma, Yu Cheng, Jingmao Cui
This stems from a key disconnect between the infinitesimal quantities in continuous differentiation and the finite intervals in its discrete counterpart.
no code implementations • 27 Jan 2024 • Linmi Tao, Ruiyang Liu, Donglai Tao, Wu Xia, Feilong Ma, Yu Cheng, Jingmao Cui
Tao general difference (TGD) is a novel theory and approach to difference computation for discrete sequences and arrays in multidimensional space.