3 papers
cs.CV2025
SAM3-UNet: Simplified Adaptation of Segment Anything Model 3
Xinyu Xiong, Zihuang Wu, Lei Lu +1
In this paper, we introduce SAM3-UNet, a simplified variant of Segment Anything Model 3 (SAM3), designed to adapt SAM3 for downstream tasks at a low cost. Our SAM3-UNet consists of…
q-bio.QM2025
The Dissipation Theory of Aging: A Quantitative Analysis Using a Cellular Aging Map
Farhan Khodaee, Rohola Zandie, Yufan Xia +1
We propose a new theory for aging based on dynamical systems and provide a data-driven computational method to quantify the changes at the cellular level. We use ergodic theory to…
physics.bio-ph2025
Cellular Development Follows the Path of Minimum Action
Rohola Zandie, Farhan Khodaee, Yufan Xia +1
Cellular development follows a stochastic yet rule-governed trajectory, though the underlying principles remain elusive. Here, we propose that cellular development follows paths of…