Search Results for author: Jinnian Zhang

Found 5 papers, 2 papers with code

TinyViT: Fast Pretraining Distillation for Small Vision Transformers

2 code implementations21 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.

Image Classification Knowledge Distillation

A General Method For Automatic Discovery of Powerful Interactions In Click-Through Rate Prediction

no code implementations21 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.

Click-Through Rate Prediction Neural Architecture Search +1

Robustifying deep networks for image segmentation

no code implementations1 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.

Brain Tumor Segmentation Data Augmentation +3

SpecNet: Spectral Domain Convolutional Neural Network

no code implementations27 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.

Object Recognition

Cannot find the paper you are looking for? You can Submit a new open access paper.