2 code implementations • 21 Jul 2022 • Kan Wu, Jinnian Zhang, Houwen Peng, Mengchen Liu, Bin Xiao, Jianlong Fu, Lu Yuan
It achieves a top-1 accuracy of 84. 8% on ImageNet-1k with only 21M parameters, being comparable to Swin-B pretrained on ImageNet-21k while using 4. 2 times fewer parameters.
Ranked #135 on Image Classification on ImageNet
2 code implementations • CVPR 2022 • Jinnian Zhang, Houwen Peng, Kan Wu, Mengchen Liu, Bin Xiao, Jianlong Fu, Lu Yuan
The central idea of MiniViT is to multiplex the weights of consecutive transformer blocks.
Ranked #212 on Image Classification on ImageNet (using extra training data)
no code implementations • 21 May 2021 • Ze Meng, Jinnian Zhang, Yumeng Li, Jiancheng Li, Tanchao Zhu, Lifeng Sun
Modeling powerful interactions is a critical challenge in Click-through rate (CTR) prediction, which is one of the most typical machine learning tasks in personalized advertising and recommender systems.
no code implementations • 1 Aug 2019 • Zheng Liu, Jinnian Zhang, Varun Jog, Po-Ling Loh, Alan B McMillan
Materials and Methods: In this retrospective study, the accuracy of brain tumor segmentation was studied in subjects with low- and high-grade gliomas.
no code implementations • 27 May 2019 • Bochen Guan, Jinnian Zhang, William A. Sethares, Richard Kijowski, Fang Liu
Often, these feature maps mimic natural photographs in the sense that their energy is concentrated in the spectral domain.