activity
20192023
most citedPatDNN: Achieving Real-Time DNN Execution on Mobile Devices with Pattern-based Weight Pruning

211 citations · 229 across the 6 of their papers we have counts for

collaborators

6 papers

cs.CV2023★ 2 cited

Far3D: Expanding the Horizon for Surround-view 3D Object Detection

Xiaohui Jiang, Shuailin Li, Yingfei Liu +5

Recently 3D object detection from surround-view images has made notable advancements with its low deployment cost. However, most works have primarily focused on close perception ra…

cs.CV2023★ 7 cited

Exploring Object-Centric Temporal Modeling for Efficient Multi-View 3D Object Detection

Shihao Wang, Yingfei Liu, Tiancai Wang +2

In this paper, we propose a long-sequence modeling framework, named StreamPETR, for multi-view 3D object detection. Built upon the sparse query design in the PETR series, we system…

eess.IV2021★ 8 cited

Automated Model Design and Benchmarking of 3D Deep Learning Models for COVID-19 Detection with Chest CT Scans

Xin He, Shihao Wang, Xiaowen Chu +6

The COVID-19 pandemic has spread globally for several months. Because its transmissibility and high pathogenicity seriously threaten people's lives, it is crucial to accurately and…

cs.SI2021★ 1 cited

BU-Trace: A Permissionless Mobile System for Privacy-Preserving Intelligent Contact Tracing

Zhe Peng, Jinbin Huang, Haixin Wang +8

The coronavirus disease 2019 (COVID-19) pandemic has caused an unprecedented health crisis for the global. Digital contact tracing, as a transmission intervention measure, has show…

cs.LG2020★ 211 cited

PatDNN: Achieving Real-Time DNN Execution on Mobile Devices with Pattern-based Weight Pruning

Wei Niu, Xiaolong Ma, Sheng Lin +5

With the emergence of a spectrum of high-end mobile devices, many applications that formerly required desktop-level computation capability are being transferred to these devices. H…

eess.IV2019

Computer-Aided Clinical Skin Disease Diagnosis Using CNN and Object Detection Models

Xin He, Shihao Wang, Shaohuai Shi +10

Skin disease is one of the most common types of human diseases, which may happen to everyone regardless of age, gender or race. Due to the high visual diversity, human diagnosis hi…