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Shixian Wen
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Journal Articles
- 2023
- [j2]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) - 2022
- [j1]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): 3778-3791 (2022)
Informal and Other Publications
- 2023
- [i8]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 abs/2305.15591 (2023) - 2022
- [i7]Shixian Wen, Amanda Sofie Rios, Kiran Lekkala, Laurent Itti:
What can we learn from misclassified ImageNet images? CoRR abs/2201.08098 (2022) - [i6]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 abs/2212.00089 (2022) - 2020
- [i5]Shixian Wen, Laurent Itti:
Beneficial Perturbations Network for Defending Adversarial Examples. CoRR abs/2009.12724 (2020) - [i4]Shixian Wen, Amanda Rios
, Yunhao Ge, Laurent Itti:
Beneficial Perturbation Network for designing general adaptive artificial intelligence systems. CoRR abs/2009.13954 (2020) - 2019
- [i3]Shixian Wen, Laurent Itti:
Beneficial perturbation network for continual learning. CoRR abs/1906.10528 (2019) - [i2]Shixian Wen, Laurent Itti:
Adversarial Training: embedding adversarial perturbations into the parameter space of a neural network to build a robust system. CoRR abs/1910.04279 (2019) - 2018
- [i1]Shixian Wen, Laurent Itti:
Overcoming catastrophic forgetting problem by weight consolidation and long-term memory. CoRR abs/1805.07441 (2018)
Coauthor Index
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