Multi-task zipping via layer-wise neuron sharing

by HE, Xiaoxi, ZHOU, Zimu, THIELE, Lothar
Published 2018

ICT: In-field calibration transfer for air quality sensor deployments

by CHENG, Yun, HE, Xiaoxi, ZHOU, Zimu, THIELE, Lothar
Published 2019

MapTransfer: Urban air quality map generation for downscaled sensor deployments

by CHENG, Yun, HE, Xiaoxi, ZHOU, Zimu, THIELE, Lothar
Published 2020

Pruning meta-trained networks for on-device adaptation

by GAO, Dawei, HE, Xiaoxi, ZHOU, Zimu, TONG, Yongxin, THIELE, Lothar
Published 2021

Pruning-aware merging for efficient multitask inference

by GAO, Dawei, HE, Xiaoxi, ZHOU, Zimu, TONG, Yongxin, THIELE, Lothar
Published 2021

Injecting descriptive meta-information into pre-trained language models with hypernetworks

by DUAN, Wenying, HE, Xiaoxi, ZHOU, Zimu, RAO, Hong, THIELE, Lothar
Published 2021

Rethinking pruning for accelerating deep inference at the edge

by GAO, Dawei, HE, Xiaoxi, ZHOU, Zimu, TONG, Yongxin, XU, Ke, THIELE, Lothar
Published 2020

On-device deep multi-task inference via multi-task zipping

by HE, Xiaoxi, WANG, Xu, ZHOU, Zimu, WU, Jiahang, YANG, Zheng, THIELE, Lothar
Published 2023

Towards non-intrusive camera-based heart rate variability estimation in the car under naturalistic condition

by LIU, Shu, KOCH, Kevin, ZHOU, Zimu, MARITSCH, Martin, HE, Xiaoxi, FLEISCH, Elgar, WORTMANN, Felix
Published 2021

The empathetic car: Exploring emotion inference via driver behaviour and traffic context

by LIU, Shu, KOCH, Kevin, ZHOU, Zimu, FOLL, Simon, HE, Xiaoxi, MENKE, Tina, FlEISCH, Elgar, WORTMANN, Felix
Published 2021

Stitching weight-shared deep neural networks for efficient multitask inference on GPU

by WANG, Zeyu, HE, Xiaoxi, ZHOU, Zimu, WANG, Xu, MA, Qiang, MIAO, Xin, LIU, Zhuo, THIELE, Lothar, YANG, Zheng.
Published 2022