🚨Alô #bsky and #microscopy community, we got #ReScale4DL, our new work in
@aiopticalbiolab.bsky.social
, out today!😍 🥳
We present the #imageresolutionparadox phenomenon for #DL-results 🤓
👇Check it out!!
@aiopticalbiolab.bsky.social
, out today!😍 🥳
We present the #imageresolutionparadox phenomenon for #DL-results 🤓
👇Check it out!!
Why do lower-resolution images sometimes yield better results in deep learning for bioimaging analyses? 🤔📉
Mariana Ferreira's new preprint on #ReScale4DL explores this paradox and introduces optimal resolution design! @gomez-mariscal.bsky.social brainchild🧑🔬✨
Check: www.biorxiv.org/content/10.1...
Mariana Ferreira's new preprint on #ReScale4DL explores this paradox and introduces optimal resolution design! @gomez-mariscal.bsky.social brainchild🧑🔬✨
Check: www.biorxiv.org/content/10.1...
April 10, 2025 at 4:53 PM
🚨Alô #bsky and #microscopy community, we got #ReScale4DL, our new work in
@aiopticalbiolab.bsky.social
, out today!😍 🥳
We present the #imageresolutionparadox phenomenon for #DL-results 🤓
👇Check it out!!
@aiopticalbiolab.bsky.social
, out today!😍 🥳
We present the #imageresolutionparadox phenomenon for #DL-results 🤓
👇Check it out!!
You may wonder if this makes sense anymore with most modern and popular #foundationmodels ??
Spoiler: YES! because often they are meant to run out-of-the-box (without fine-tuning), the #imageresolutionparadox can be more critical! 👀
For more... you know.... 🤓👉📜
doi.org/10.1101/2025...
Spoiler: YES! because often they are meant to run out-of-the-box (without fine-tuning), the #imageresolutionparadox can be more critical! 👀
For more... you know.... 🤓👉📜
doi.org/10.1101/2025...
April 10, 2025 at 5:14 PM
You may wonder if this makes sense anymore with most modern and popular #foundationmodels ??
Spoiler: YES! because often they are meant to run out-of-the-box (without fine-tuning), the #imageresolutionparadox can be more critical! 👀
For more... you know.... 🤓👉📜
doi.org/10.1101/2025...
Spoiler: YES! because often they are meant to run out-of-the-box (without fine-tuning), the #imageresolutionparadox can be more critical! 👀
For more... you know.... 🤓👉📜
doi.org/10.1101/2025...