2 papers
cs.LG2025
Confidence Optimization for Probabilistic Encoding
Pengjiu Xia, Yidian Huang, Wenchao Wei +1
Probabilistic encoding introduces Gaussian noise into neural networks, enabling a smooth transition from deterministic to uncertain states and enhancing generalization ability. How…
cs.CV2023
Learning Unified Representations for Multi-Resolution Face Recognition
Hulingxiao He, Wu Yuan, Yidian Huang +3
In this work, we propose Branch-to-Trunk network (BTNet), a representation learning method for multi-resolution face recognition. It consists of a trunk network (TNet), namely a un…