no code implementations • 7 Mar 2024 • Bohan Liu, Zijie Zhang, Peixiong He, Zhensen Wang, Yang Xiao, Ruimeng Ye, Yang Zhou, Wei-Shinn Ku, Bo Hui
The Lottery Ticket Hypothesis (LTH) states that a dense neural network model contains a highly sparse subnetwork (i. e., winning tickets) that can achieve even better performance than the original model when trained in isolation.
no code implementations • 11 Jan 2024 • Tejas Sudharshan Mathai, Bohan Liu, Ronald M. Summers
Purpose: Lymph nodes (LNs) in the chest have a tendency to enlarge due to various pathologies, such as lung cancer or pneumonia.
1 code implementation • 28 Oct 2023 • Chao Jiang, Bo Hui, Bohan Liu, Da Yan
Therefore, we propose to find the winning ticket with varying sparsity along different layers in the model.
no code implementations • 15 Jun 2023 • Zhi-Hao Lin, Bohan Liu, Yi-Ting Chen, David Forsyth, Jia-Bin Huang, Anand Bhattad, Shenlong Wang
UrbanIR uses a novel loss to make very good estimates of shadow volumes in the original scene.
no code implementations • 16 Feb 2015 • Bohan Liu, Ernest Fokoue
We introduce and develop a novel approach to outlier detection based on adaptation of random subspace learning.