Get our free extension to see links to code for papers anywhere online!

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

H2H: Heterogeneous Model to Heterogeneous System Mapping with Computation and Communication Awareness



Xinyi Zhang , Cong Hao , Peipei Zhou , Alex Jones , Jingtong Hu

* 6 pages 

   Access Paper or Ask Questions

Federated Contrastive Learning for Volumetric Medical Image Segmentation



Yawen Wu , Dewen Zeng , Zhepeng Wang , Yiyu Shi , Jingtong Hu

* International Conference on Medical Image Computing and Computer-Assisted Intervention. Springer, Cham, 2021 

   Access Paper or Ask Questions

FairPrune: Achieving Fairness Through Pruning for Dermatological Disease Diagnosis



Yawen Wu , Dewen Zeng , Xiaowei Xu , Yiyu Shi , Jingtong Hu


   Access Paper or Ask Questions

The Larger The Fairer? Small Neural Networks Can Achieve Fairness for Edge Devices



Yi Sheng , Junhuan Yang , Yawen Wu , Kevin Mao , Yiyu Shi , Jingtong Hu , Weiwen Jiang , Lei Yang

* Accepted by DAC'22 

   Access Paper or Ask Questions

EF-Train: Enable Efficient On-device CNN Training on FPGA Through Data Reshaping for Online Adaptation or Personalization



Yue Tang , Xinyi Zhang , Peipei Zhou , Jingtong Hu

* This work has been accepted by the ACM Transactions on Design Automation of Electronic Systems Journal but has not been published yet 

   Access Paper or Ask Questions

Learn by Challenging Yourself: Contrastive Visual Representation Learning with Hard Sample Generation



Yawen Wu , Zhepeng Wang , Dewen Zeng , Yiyu Shi , Jingtong Hu


   Access Paper or Ask Questions

Federated Contrastive Learning for Dermatological Disease Diagnosis via On-device Learning



Yawen Wu , Dewen Zeng , Zhepeng Wang , Yi Sheng , Lei Yang , Alaina J. James , Yiyu Shi , Jingtong Hu


   Access Paper or Ask Questions

Distributed Unsupervised Visual Representation Learning with Fused Features



Yawen Wu , Zhepeng Wang , Dewen Zeng , Meng Li , Yiyu Shi , Jingtong Hu


   Access Paper or Ask Questions

Hardware-aware Real-time Myocardial Segmentation Quality Control in Contrast Echocardiography



Dewen Zeng , Yukun Ding , Haiyun Yuan , Meiping Huang , Xiaowei Xu , Jian Zhuang , Jingtong Hu , Yiyu Shi

* 4 pages, DAC'21 invited paper 

   Access Paper or Ask Questions

Positional Contrastive Learning for Volumetric Medical Image Segmentation



Dewen Zeng , Yawen Wu , Xinrong Hu , Xiaowei Xu , Haiyun Yuan , Meiping Huang , Jian Zhuang , Jingtong Hu , Yiyu Shi

* 8 pages, conference 

   Access Paper or Ask Questions

1
2
3
>>