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Posts by Pier Luigi Dragotti

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Vibe physics: The AI grad student Anthropic is an AI safety and research company that's working to build reliable, interpretable, and steerable AI systems.

Interesting. I like in particular the idea of "taste" and the advice to grad students: www.anthropic.com/research/vib...

5 days ago 0 0 0 0
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bought this book many years ago. Highly recommended.

3 months ago 1 0 0 0
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Yesterday we had the pleasure of having my former PhD advisor, Martin Vetterli, visiting me. We took advantage of the occasion to take a picture with my current student.

4 months ago 0 0 0 0
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Light-field deep learning enables high-throughput, scattering-mitigated calcium imaging | PNAS Light-field microscopy (LFM) enables high-throughput functional imaging by scanlessly encoding entire volumes in single snapshots. However, LFM’s c...

I am very excited about our new paper on Computational Lightfield Microscopy for Calcium Imaging which has just appeared in PNAS www.pnas.org/doi/10.1073/...

4 months ago 8 1 0 1

It looks like I have to add Wiley to the list of publishers I refuse to publish with or review for 🤷🏻‍♂️

6 months ago 13 3 2 0
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Description Please note that job descriptions are not exhaustive, and you may be asked to take on additional duties that align with the key responsibilities ment...

We are hiring. We have a post-doc position on machine learning for large-scale shared representations of dynamic environments with a focus on
developing novel neural distributed compression algorithms. Please spread the news, opening here: www.imperial.ac.uk/jobs/search-...

6 months ago 9 3 0 0
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London Ulez reduced nitrogen dioxide to legal limit, mayor says The mayor of London says the fall in airborne toxins is due to the Ultra low emission zone expansion.

184 years earlier than predicted, London has met the legal limits for toxic NO2 for the first time.

This historic milestone proves that bold action like expanding ULEZ works, protecting children’s health and giving millions cleaner air to breathe.

6 months ago 770 188 23 32

very happy that our paper on memorization in diffusion models: "Tracing the Roots: Leveraging Temporal Dynamics in Diffusion Trajectories for Origin Attribution" has been accepted at #NeurIPS2025

7 months ago 3 0 1 0

I have only one but I'm going to brag about that anyway 😉

7 months ago 4 0 0 0

I suppose this is the point when I should say again that:

the amount of money the videogames industry brings into the UK economy every year is *more than double* the value of the fishing and steel industries *combined*

what this country is really good at is producing culture

8 months ago 1501 419 28 10
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#BookSky

9 months ago 39056 7754 539 526

where did you take this picture?

9 months ago 2 0 1 0
LotteryCodec

If you are at #ICML2025 come to our spotlight poster "LotteryCodec: Searching the Implicit Representation in a Random Network for Low-Complexity Image Compression" on Thursday: eedavidwu.github.io/LotteryCodec/

9 months ago 1 0 0 0
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Left turns: How a terrible war injury led to the birth of one-handed piano music After losing his arm in the first world war, pianist Paul Wittgenstein commissioned extraordinary new works that he could perform with just his left hand. I’m aiming to keep his incredible legacy aliv...

as someone only able to use the left hand, I'm really looking forward to attending this concert (is it too late for me to become a great pianist like Nicholas McCarthy? 😏): www.theguardian.com/music/2025/j...

9 months ago 0 0 0 0
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LatentINDIGO: An INN-Guided Latent Diffusion Algorithm for Image Restoration There is a growing interest in the use of latent diffusion models (LDMs) for image restoration (IR) tasks due to their ability to model effectively the distribution of natural images. While significan...

new preprint on diffusion posterior sampling using invertible neural networks is available here: arxiv.org/abs/2505.12935

10 months ago 3 0 1 0
How mathematicians are helping art historians | The Royal Society
How mathematicians are helping art historians | The Royal Society YouTube video by The Royal Society

Ingrid Daubechies' Bakerian lecture is now available here:
www.youtube.com/watch?v=nk0Y...

10 months ago 1 0 0 0
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The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity Recent generations of frontier language models have introduced Large Reasoning Models (LRMs) that generate detailed thinking processes…

There's a lot of big news today/this week, but Apple just dropped a nuke of a paper about LLMs & LRMs, specially around "high-complexity tasks where both models experience complete collapse." This is the biggest sign yet that if AI ever lives up the hype, it won't be via those approaches:

10 months ago 505 202 24 27
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Bakerian Medal and Lecture | Royal Society This prize lecture is the premier lecture in the physical sciences.

I am very happy that The Bakerian Medal and Lecture 2025 is awarded to Ingrid Daubechies and I am looking forward to attending her lecture tomorrow: royalsociety.org/medals-and-p...

10 months ago 0 0 0 0
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I thoroughly enjoyed the EEE Alumni Event organized by @imperialeee.bsky.social It’s inspiring to hear successful young professionals with a PhD with us speak openly also about their personal failures and rejections. When such honesty comes from accomplished individuals, it feels even more powerful.

10 months ago 1 1 0 0
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I have cleaned up the notebooks for my course on Optimal Transport for Machine Learners and added links to the slides and lecture notes. github.com/gpeyre/ot4ml

10 months ago 60 10 1 0
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I got fooled by AI-for-science hype—here's what it taught me I used AI in my plasma physics research and it didn’t go the way I expected.

This is a good article. It's so easy to generate results with AI tools that we are rushing to publish them without doing the hard work of checking that they really hold up. This problem predates AI though. So much computational modelling has the same problems

www.understandingai.org/p/i-got-fool...

11 months ago 14 4 2 0

Agree and truly enjoyed reading the article.

11 months ago 1 0 0 0
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Optimal Transport for Machine Learners Optimal Transport is a foundational mathematical theory that connects optimization, partial differential equations, and probability. It offers a powerful framework for comparing probability distributi...

I have cleaned a bit my lecture notes on Optimal Transport for Machine Learners arxiv.org/abs/2505.06589

11 months ago 119 30 0 0
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Imperial College Research Fellowships The Imperial College Research Fellowship (ICRF) scheme is designed for outstanding early career researchers looking for an opportunity to focus on re...

The 2025 call for the Imperial College Research Fellowships (ICRFs) is now open (www.imperial.ac.uk/research-and...). Any top researcher with less than four years of Post-doc experience and interested in computational imaging is welcome to contact me.

11 months ago 1 1 0 0
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just back from the party to celebrate the reopening of the Sainsbury Wing at the National Gallery. The Gallery in the evening is as stunning as ever. The new wing will open to the public on Saturday.

11 months ago 2 0 0 0
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Universität Basel: Post-doc position in the field of Optimization and Deep Learning Theory The Optimization of Machine Learning Systems Group (Prof. A. Lucchi) at the Department of Mathematics and Computer Science at the University of Basel is looking for one post-doctorate to work in the a...

Our research group in the department of Mathematics and Computer Science at the University of Basel (Switzerland) is looking for several PhD candidates and one post-doc who have a theoretical background in optimization and machine learning or practical experience in the field of reasoning.

11 months ago 10 6 1 0
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When I have time, I enjoy walking around relatively unexplored areas of London. This is the Three Mills along "The Line Sculpture Trail"

1 year ago 1 0 0 0
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It's not often that you get to spend two days discussing bio-imaging challenges with Nobel Prize winners. Hence, this photograph 😏

1 year ago 0 0 0 0
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Inside arXiv—the Most Transformative Platform in All of Science Modern science wouldn’t exist without the online research repository known as arXiv. Three decades in, its creator still can’t let it go.

Inside arXiv—the Most Transformative Platform in All of Science www.wired.com/story/inside-arxiv-most-...

1 year ago 4 9 0 0

Impressive!

1 year ago 1 0 0 0