1 code implementation • 16 Feb 2024 • Yan Kang, Hao Lin, Mingjian Yang, Shin-Jye Lee
In the feature extract phase, for image features, we are the first to combine image painting style features with semantic features to construct a dual-output image encoder for enhancing representation.
1 code implementation • 22 Nov 2023 • Chi-Ping Su, Ching-Hsun Tseng, Shin-Jye Lee
Knowledge Distillation (KD) transfers knowledge from a larger "teacher" model to a compact "student" model, guiding the student with the "dark knowledge" $\unicode{x2014}$ the implicit insights present in the teacher's soft predictions.
no code implementations • 18 Sep 2023 • Ching-Hsun Tseng, Shin-Jye Lee, Po-Wei Cheng, Chien Lee, Chih-Chieh Hung
Topic modeling is admittedly a convenient way to monitor markets trend.
1 code implementation • 15 Aug 2023 • Ching-Hsun Tseng, Shao-Ju Chien, Po-Shen Wang, Shin-Jye Lee, Wei-Huan Hu, Bin Pu, Xiao-jun Zeng
Motion mode (M-mode) recording is an essential part of echocardiography to measure cardiac dimension and function.
Ranked #1 on Real-time instance measurement on MEIS
1 code implementation • 15 Mar 2021 • Ching-Hsun Tseng, Shin-Jye Lee, Jia-Nan Feng, Shengzhong Mao, Yu-Ping Wu, Jia-Yu Shang, Mou-Chung Tseng, Xiao-jun Zeng
Recently, from the successful development of multi-head attention in natural language processing, it is sure that now is a time of either using a Transformer-like model or hybrid CNNs with attention.
Ranked #1 on Image Classification on Tiny-ImageNet