Thanks Sai for the invite!
Excited to be at #MM2025 for the first time to talk about SPAD tracking.
It’s speed (1 bit pixels) vs contrast (>bit pixels).
Key idea: avoid localization/linking when tracking as these leverage grayscale available to detectors with high bit-depth.
Thanks Sai for the invite!
Excited to be at #MM2025 for the first time to talk about SPAD tracking.
It’s speed (1 bit pixels) vs contrast (>bit pixels).
Key idea: avoid localization/linking when tracking as these leverage grayscale available to detectors with high bit-depth.
Can we learn motion models from post-processed tracks? 🧐
Not really... 😢
Emission noise accounts for ~99% of the likelihood.
TLDR: What you think is anomalous diffusion… might just be noise. 🤷♂️🤷♂️
🔗 Read more in our latest preprint: arxiv.org/abs/2507.05599#Biophysics
Returning from Montreal🇨🇦.
Some observations:
1) previously unseen Canadian flags on 50% of homes.
2) discussions asking how I reconcile splitting my life across borders.
3) deserted airport border crossings.
4) boycotted US products everywhere/canceled Amazon accounts etc.
Our first work in Time Series Forecasting is finally officially published on IOP's Machine Learning
iopscience.iop.org/article/10.108…
Our method (top row in each) consistently outperforms ARIMA and DeepAR in both point prediction, but also in the quality of uncertainty quantification.
🚨Just published in @eLife 🚨
Want to reconstruct accurate bacterial population counts in original sample from plate counts obtained from diluted samples? 🦠
Just out!!
doi.org/10.7554/eLife.…
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