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Amanda Rios
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2020 – today
- 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) - [i7]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
- [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) - [c3]Amanda Rios, Nilesh A. Ahuja, Ibrahima J. Ndiour, Ergin Utku Genc, Laurent Itti, Omesh Tickoo:
incDFM: Incremental Deep Feature Modeling for Continual Novelty Detection. ECCV (25) 2022: 588-604 - [i6]Shixian Wen, Amanda Sofie Rios, Kiran Lekkala, Laurent Itti:
What can we learn from misclassified ImageNet images? CoRR abs/2201.08098 (2022) - [i5]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) - 2021
- [i4]Jong Woo Nam, Amanda Sofie Rios, Bartlett W. Mel:
ShapeY: Measuring Shape Recognition Capacity Using Nearest Neighbor Matching. CoRR abs/2111.08174 (2021) - 2020
- [c2]Amanda Rios, Laurent Itti:
Lifelong Learning Without a Task Oracle. ICTAI 2020: 255-263 - [i3]Shixian Wen, Amanda Rios, Yunhao Ge, Laurent Itti:
Beneficial Perturbation Network for designing general adaptive artificial intelligence systems. CoRR abs/2009.13954 (2020) - [i2]Amanda Rios, Laurent Itti:
Lifelong Learning Without a Task Oracle. CoRR abs/2011.04783 (2020)
2010 – 2019
- 2019
- [c1]Amanda Rios, Laurent Itti:
Closed-Loop Memory GAN for Continual Learning. IJCAI 2019: 3332-3338 - 2018
- [i1]Amanda Rios, Laurent Itti:
Closed-Loop GAN for continual Learning. CoRR abs/1811.01146 (2018)
Coauthor Index
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