no code implementations • 18 Jan 2024 • Chen-Bin Feng, Qi Lai, Kangdao Liu, Houcheng Su, Chi-Man Vong
To avoid predicting wrong masks with SAM, we propose a prediction result selection (PRS) algorithm.
no code implementations • 10 Dec 2023 • Houcheng Su, Daixian Liu, Mengzhu Wang, Wei Wang
Recent domain adaptation study has shown that maximizing the sum of singular values of prediction results can simultaneously enhance their confidence (discriminability) and diversity.
no code implementations • 21 Apr 2023 • Houcheng Su, Jintao Huang, Daixian Liu, Rui Yan, Jiao Li, Chi-Man Vong
Multi-instance multi-label (MIML) learning is widely applicated in numerous domains, such as the image classification where one image contains multiple instances correlated with multiple logic labels simultaneously.