3 papers
cs.LG2026
Deep-ICE: the first globally optimal algorithm for minimizing 0-1 loss in two-layer ReLU and maxout networks
Xi He, Yi Miao, Max A. Little
This paper introduces the first globally optimal algorithm for the empirical risk minimization problem of two-layer maxout and ReLU networks, i.e., minimizing the number of misclas…
cs.CV2025
Class Agnostic Instance-level Descriptor for Visual Instance Search
Qi-Ying Sun, Wan-Lei Zhao, Hui-Ying Xie +2
Despite the great success of the deep features in content-based image retrieval, the visual instance search remains challenging due to the lack of effective instance-level feature…
q-bio.QM2025
OralGPT: A Two-Stage Vision-Language Model for Oral Mucosal Disease Diagnosis and Description
Jia Zhang, Bodong Du, Yitong Miao +2
Oral mucosal diseases such as leukoplakia, oral lichen planus, and recurrent aphthous ulcers exhibit diverse and overlapping visual features, making diagnosis challenging for non-s…