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A video frame example from Cityscape dataset where different colors denote different labels in pixel level. For example, red means person and light blue means sky.

BlogJun 06, 2024

Behind Automatic Video Semantic Segmentation

Microbial organisms drive the carbon cycle. Image adapted from Wu et al. 2024 https://doi.org/10.1016/j.scitotenv.2023.168627

BlogMay 30, 2024

Searching for simplicity in microbial communities

Fig: Formation of HIV capsid simulated by a coarse-grained model.
From: https://www.google.com/url?q=https://www.science.org/doi/epdf/10.1126/sciadv.add7434&sa=D&source=docs&ust=1715014663521469&usg=AOvVaw3fATTBC_yAvxPv6WPYI17_

BlogMay 22, 2024

AI as a Great Teacher for Molecular Dynamic Modeling

AI methods and models have enabled a huge leap in our understanding of how images are processed in the brain.
We used to describe visual neurons as “edge detectors” and “face detectors”. Using deep neural networks, we have
discovered that images like these (which really can’t be described with words) are richer models of single neurons in
our visual system. I liken these AI-enabled descriptions of neural function, perhaps ironically, to a whole new kind of
vocabulary that neuroscientists can now use to explain the visual system. (Images from various papers including a,b, c, d, e , f)

BlogMay 16, 2024

Expanding Our Vocabulary of Vision Using AI