Shixian Wen

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 10

Top Topics

Parameter Space

Lifelong Learning

Starting Points

Shared Knowledge

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Trans. Mach. Learn. Res.

Publications

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
Lightweight Learner for Shared Knowledge Lifelong Learning. Trans. Mach. Learn. Res. 2023 (2023)
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
Lightweight Learner for Shared Knowledge Lifelong Learning. CoRR (2023)
Shixian Wen, Amanda Rios, Yunhao Ge, Laurent Itti
Beneficial Perturbation Network for Designing General Adaptive Artificial Intelligence Systems. IEEE Trans. Neural Networks Learn. Syst. 33 (8) (2022)
Shixian Wen, Amanda Sofie Rios, Kiran Lekkala, Laurent Itti
What can we learn from misclassified ImageNet images? CoRR (2022)
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
Ferroelectric FET based Context-Switching FPGA Enabling Dynamic Reconfiguration for Adaptive Deep Learning Machines. CoRR (2022)
Shixian Wen, Laurent Itti
Beneficial Perturbations Network for Defending Adversarial Examples. CoRR (2020)
Shixian Wen, Amanda Rios, Yunhao Ge, Laurent Itti
Beneficial Perturbation Network for designing general adaptive artificial intelligence systems. CoRR (2020)
Shixian Wen, Laurent Itti
Beneficial perturbation network for continual learning. CoRR (2019)
Shixian Wen, Laurent Itti
Adversarial Training: embedding adversarial perturbations into the parameter space of a neural network to build a robust system. CoRR (2019)
Shixian Wen, Laurent Itti
Overcoming catastrophic forgetting problem by weight consolidation and long-term memory. CoRR (2018)