Search Results for author: Yuxuan Cai

Found 7 papers, 2 papers with code

Reversible Column Networks

1 code implementation22 Dec 2022 Yuxuan Cai, Yizhuang Zhou, Qi Han, Jianjian Sun, Xiangwen Kong, Jun Li, Xiangyu Zhang

Such architectural scheme attributes RevCol very different behavior from conventional networks: during forward propagation, features in RevCol are learned to be gradually disentangled when passing through each column, whose total information is maintained rather than compressed or discarded as other network does.

Ranked #7 on Object Detection on COCO minival (using extra training data)

Image Classification object-detection +2

Automatic Mapping of the Best-Suited DNN Pruning Schemes for Real-Time Mobile Acceleration

no code implementations22 Nov 2021 Yifan Gong, Geng Yuan, Zheng Zhan, Wei Niu, Zhengang Li, Pu Zhao, Yuxuan Cai, Sijia Liu, Bin Ren, Xue Lin, Xulong Tang, Yanzhi Wang

Weight pruning is an effective model compression technique to tackle the challenges of achieving real-time deep neural network (DNN) inference on mobile devices.

Model Compression

YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-Design

3 code implementations12 Sep 2020 Yuxuan Cai, Hongjia Li, Geng Yuan, Wei Niu, Yanyu Li, Xulong Tang, Bin Ren, Yanzhi Wang

In this work, we propose YOLObile framework, a real-time object detection on mobile devices via compression-compilation co-design.

object-detection Real-Time Object Detection

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