2 papers
cs.CV2025
Network Fission Ensembles for Low-Cost Self-Ensembles
Hojung Lee, Jong-Seok Lee
Recent ensemble learning methods for image classification have been shown to improve classification accuracy with low extra cost. However, they still require multiple trained model…
cs.CV2024
Low-Cost Self-Ensembles Based on Multi-Branch Transformation and Grouped Convolution
Hojung Lee, Jong-Seok Lee
Recent advancements in low-cost ensemble learning have demonstrated improved efficiency for image classification. However, the existing low-cost ensemble methods show relatively lo…