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@lowrankjack

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24.02.2025
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Latest posts by @lowrankjack

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Self-Supervised Learning from Noisy and Incomplete Data Many important problems in science and engineering involve inferring a signal from noisy and/or incomplete observations, where the observation process is known. Historically, this problem has been tac...

📖 We put together with Mike Davies a review of self-supervised learning for inverse problems, covering the main approaches in the literature with a unified notation and analysis.

arxiv.org/abs/2601.03244

08.01.2026 12:37 👍 8 🔁 4 💬 1 📌 0
DeepInverse: a Python library for imaging with deep learning — deepinv 0.3.4 documentation

💥 DeepInverse v0.3.5 is out! 💥

docs: deepinv.github.io/deepinv/

github: github.com/deepinv/deep...

09.10.2025 13:20 👍 10 🔁 3 💬 1 📌 0

Now accepted at #NeurIPS2025 :)

29.09.2025 10:48 👍 18 🔁 6 💬 2 📌 0

Very happy about this one, a great work by Baptiste Courme, and an old dream coming true : we can demonstrate a violation a Bell inequality just by sampling random polarization states from speckle field.

28.09.2025 11:59 👍 17 🔁 4 💬 0 📌 0
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🚨Registrations are open for the upcoming "Image Science" Gordon research conference , to take place in Italy, April 26-May 1, 2026. Check out the amazing program, tell your friends and share, APPLY! 🚨
www.grc.org/image-scienc...

25.09.2025 06:31 👍 7 🔁 6 💬 0 📌 0
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☀️ Just wrapped up the DeepInverse Hackathon!

We had 30+ imaging scientists from all over the world coding during 3 days next to the beautiful Calanques in Marseille, France. It was a great moment to meet new people, discuss science, and code new imaging algorithms!

10.09.2025 16:50 👍 11 🔁 3 💬 1 📌 0

🔬 Are you working in computational imaging or interested in learning?

📖 DeepInverse just released a new 5-minute quickstart tutorial

deepinv.github.io/deepinv/auto...

which gets you started developing AI models for reconstructing images!

20.08.2025 11:04 👍 3 🔁 2 💬 1 📌 0

My "Math, Revealed" series is freely available to anyone -- no paywall! -- in the thread below.

04.07.2025 00:07 👍 137 🔁 53 💬 6 📌 5
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And the answer is : whispering gallery modes ! Resonant modes over circular trajectories, first discovered in Saint Paul cathedral for acoustic (audio) waves, but with tons of applications in optics and photonics (spherical or toroidal microcavities)

13.07.2025 07:08 👍 8 🔁 1 💬 0 📌 0
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#PhysicsTrivia what is the link between these two pictures?

07.07.2025 21:05 👍 2 🔁 1 💬 2 📌 0

Refraction?

10.07.2025 06:14 👍 2 🔁 0 💬 0 📌 0

It's official: The lunatics are now running the asylum.

10.03.2025 14:04 👍 75587 🔁 9774 💬 2061 📌 434

Test

10.03.2025 21:17 👍 0 🔁 0 💬 0 📌 0