Shixian Wen

According to our database, Shixian Wen authored at least 8 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Lightweight Learner for Shared Knowledge Lifelong Learning.

Yunhao Ge, Yuecheng Li, Di Wu, Ao Xu, Adam M. Jones, Amanda Sofie Rios, Iordanis Fostiropoulos, Shixian Wen, Po-Hsuan Huang, Zachary William Murdock, Gozde Sahin, Shuo Ni, Kiran Lekkala, Sumedh Anand Sontakke, Laurent Itti

Trans. Mach. Learn. Res., 2023

2022

Beneficial Perturbation Network for Designing General Adaptive Artificial Intelligence Systems.

Shixian Wen, Amanda Rios, Yunhao Ge, Laurent Itti

IEEE Trans. Neural Networks Learn. Syst., 2022

Ferroelectric FET based Context-Switching FPGA Enabling Dynamic Reconfiguration for Adaptive Deep Learning Machines.

Yixin Xu, Zijian Zhao, Yi Xiao, Tongguang Yu, Halid Mulaosmanovic, Dominik Kleimaier, Stefan Dünkel, Sven Beyer, Xiao Gong, Rajiv V. Joshi, X. Sharon Hu, Shixian Wen, Amanda Sofie Rios, Kiran Lekkala, Laurent Itti, Eric Homan, Sumitha George, Vijaykrishnan Narayanan, Kai Ni

CoRR, 2022

What can we learn from misclassified ImageNet images?

Shixian Wen, Amanda Sofie Rios, Kiran Lekkala, Laurent Itti

CoRR, 2022

2020

Beneficial Perturbations Network for Defending Adversarial Examples.

Shixian Wen, Laurent Itti

CoRR, 2020

2019

Adversarial Training: embedding adversarial perturbations into the parameter space of a neural network to build a robust system.

Shixian Wen, Laurent Itti

CoRR, 2019

Beneficial perturbation network for continual learning.

Shixian Wen, Laurent Itti

CoRR, 2019

2018

Overcoming catastrophic forgetting problem by weight consolidation and long-term memory.

Shixian Wen, Laurent Itti

CoRR, 2018