1 code implementation • ICCV 2023 • Yunhao Ge, Yuecheng Li, Shuo Ni, Jiaping Zhao, Ming-Hsuan Yang, Laurent Itti
Reprogramming parameters are task-specific and exclusive to each task, which makes our method immune to catastrophic forgetting.
1 code implementation • 24 May 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
We propose a new Shared Knowledge Lifelong Learning (SKILL) challenge, which deploys a decentralized population of LL agents that each sequentially learn different tasks, with all agents operating independently and in parallel.
no code implementations • 26 Aug 2022 • Hongyan Gu, Mohammad Haeri, Shuo Ni, Christopher Kazu Williams, Neda Zarrin-Khameh, Shino Magaki, Xiang 'Anthony' Chen
This work presents a mitosis detection method with only one vanilla Convolutional Neural Network (CNN).
no code implementations • 23 Jul 2021 • Lijie Hu, Shuo Ni, Hanshen Xiao, Di Wang
To better understand the challenges arising from irregular data distribution, in this paper we provide the first study on the problem of DP-SCO with heavy-tailed data in the high dimensional space.