activity
20202023
most citedDeep Learning Methods for Solving Linear Inverse Problems: Research Directions and Paradigms

82 citations · 87 across the 7 of their papers we have counts for

collaborators

7 papers

cs.CV2023★ 1 cited

Two-Stage Violence Detection Using ViTPose and Classification Models at Smart Airports

İrem Üstek, Jay Desai, Iván López Torrecillas +7

This study introduces an innovative violence detection framework tailored to the unique requirements of smart airports, where prompt responses to violent situations are crucial. Th…

cs.CV2022★ 1 cited

Vision-based Conflict Detection within Crowds based on High-Resolution Human Pose Estimation for Smart and Safe Airport

Karan Kheta, Claire Delgove, Ruolin Liu +5

Future airports are becoming more complex and congested with the increasing number of travellers. While the airports are more likely to become hotspots for potential conflicts to b…

eess.SP2022

Adversarial Reconfigurable Intelligent Surface Against Physical Layer Key Generation

Zhuangkun Wei, Bin Li, Weisi Guo

The development of reconfigurable intelligent surfaces (RIS) has recently advanced the research of physical layer security (PLS). Beneficial impacts of RIS include but are not limi…

cs.LG2022★ 1 cited

A Transistor Operations Model for Deep Learning Energy Consumption Scaling Law

Chen Li, Antonios Tsourdos, Weisi Guo

Deep Learning (DL) has transformed the automation of a wide range of industries and finds increasing ubiquity in society. The high complexity of DL models and its widespread adopti…

cs.LG2022

Revealing the Excitation Causality between Climate and Political Violence via a Neural Forward-Intensity Poisson Process

Schyler C. Sun, Bailu Jin, Zhuangkun Wei +1

The causal mechanism between climate and political violence is fraught with complex mechanisms. Current quantitative causal models rely on one or more assumptions: (1) the climate…

cs.CV2021★ 2 cited

Scarce Data Driven Deep Learning of Drones via Generalized Data Distribution Space

Chen Li, Schyler C. Sun, Zhuangkun Wei +2

Increased drone proliferation in civilian and professional settings has created new threat vectors for airports and national infrastructures. The economic damage for a single major…

eess.SP2020★ 82 cited

Deep Learning Methods for Solving Linear Inverse Problems: Research Directions and Paradigms

Yanna Bai, Wei Chen, Jie Chen +1

The linear inverse problem is fundamental to the development of various scientific areas. Innumerable attempts have been carried out to solve different variants of the linear inver…