2 papers
cs.CV2025
SyncMapV2: Robust and Adaptive Unsupervised Segmentation
Heng Zhang, Zikang Wan, Danilo Vasconcellos Vargas
Human vision excels at segmenting visual cues without the need for explicit training, and it remains remarkably robust even as noise severity increases. In contrast, existing AI al…
cs.LG2024
Adapting to Covariate Shift in Real-time by Encoding Trees with Motion Equations
Tham Yik Foong, Heng Zhang, Mao Po Yuan +1
Input distribution shift presents a significant problem in many real-world systems. Here we present Xenovert, an adaptive algorithm that can dynamically adapt to changes in input d…