Gabriel Fernández Fernández

🔬Looking at the erratic motion of a particle immersed in water🌊, could a machine learn the physical parameters of such stochastic trajectories? 🤯 🚀arxiv.org/abs/2307.11608 Amazing team with @carlomanzo78, Maciej Lewenstein, @adauphin4, and @gorka_mgm. #AI4Physics #AI4Science

Thanks to all that joined the AnDi 2 seminar 📢 last week! If you missed it, or want to review what was explained, you can find the video recording📽️and slides📊 in our webpage: #andi2seminar" target="_blank" rel="nofollow noopener">andi-challenge.org/challenge-2024… We hope these tips are useful for you to succeed in the challenge!🏆

Yujuuu! We just passed the 50 participants barrier! 🥳🥳 And already some battle going on in the leaderboard! ⚔️ While some teams are being shy, we have many submissions behind the scenes 🤫😉 Don't miss the AnDi2 adventure 🚀: codalab.lisn.upsaclay.fr/competitions/1…

Exciting news! 🌟 The #AnDiChallenge strikes back with its second edition! Get ready to dive into the fascinating world of diffusion with new twists and challenges. 🧪🔬 #AnomalousDiffusion #ScienceChallenge All details: arxiv.org/abs/2311.18100

Do you have any person in mind that could kill it in the #AnDichallenge?🏆 No matter if they are - Diffusion practitioners - ML developers - Microscopy experimentalists - ??? Tag them in this post and give them a chance to enter the battle! More info: codalab.lisn.upsaclay.fr/competitions/1…

El premio Nobel de Física 2023 se ha concedido a Anne L’Huillier, Pierre Agostini y Ferenc Krausz por la creación de pulsos cortos de luz, que permiten explorar la dinámica electrónica en átomos y moléculas. Pero, ¿cómo de cortos son estos pulsos y para qué sirven? #HiloNobel

New on @huggingface — CoTracker simultaneously tracks the movement of multiple points in videos using a flexible design based on a transformer network — it models correlation of the points in time via specialized attention layers. 🤗 Try CoTracker ➡️ bit.ly/3swQFqt

If you wonder how #ML can extract the physical parameters that describe the dynamics of #stochastic systems, check this out! ⬇️ #autoencoder #unsupervised

Really nice ideas to learn physics with machine learning! 🔥 Stochastic processes are very hard to characterize and, while we focus on improving the metrics, my very dear friends have put the underlying physics on the spotlight🔬 Best team ever❤️

Tir d’essai Vmax planeur supersonique depuis la base de Cazaux ce soir visible depuis une grande partie de la Région 📷 Del Phine

Yann LeCun and I have thought a lot about the proposed 6 month AI pause, and plan to chat about it on Friday - the questions it raises for AI and its impact on developers and companies. Please join @ylecun and me for the conversation! RSVP here: 6monthAIpause.eventbrite.com

Last week we hosted the 'Spring School on Open-Source Tools for #Quantum Computing and Simulation‘ Thank you @IBMResearch and all speakers and participants of the event! 🙌 #DigiQ @qiskit

We already have winners of the @qiskit hackathon Barcelona and of the different challenges @IBM @MoodysAnalytics @ICFOnians @BSC_CNS 🏆

Amazing night having fun mentoring these guys in the QisKit Hackathon Barcelona 2023. linkedin.com/posts/gabri2fe… @IBM @ICFOnians @MoodysAnalytics @BSC_CNS @bcnQuantum @_IFAE @UABBarcelona

We held a reading group on Transformers (watched videos / read blog posts / studied papers by @giffmana @karpathy @ch402 @amaarora @JayAlammar @srush_nlp et al.), and now I _finally_ roughly understand what attention does. Here is my take on it. A summary thread. 1/n

👩‍💻🧑‍💻24h coding to solve quantum computing challenges on April 1st and making friends. It is not a joke, is the @qiskit Hackathon Barcelona. quantumhackbcn.com

@qip2023 remains the world's top venue for quantum-inspired music! Among the many brilliant performances, here is @quantumAPS with "Stand by me (like in a Bell state)".

Feature Update: REPHRASING 🔥 Although we hope you don't find yourself at the receiving end of a message like this one, we wanted to show you just how our rephrasing function can optimize any type of sentence. 🤓 #LanguageTool

Yesterday I uploaded a new (1h56m) Lecture #4 youtu.be/P6sfmUTpUmc We dive into statistics of deeper networks and: - improve init (overconfident softmax, oversaturated tanh, kaiming init) - build BatchNorm layer - intro health diagnostics (act/grad histos, update:data ratio)

Since 1969 Strassen’s algorithm has famously stood as the fastest way to multiply 2 matrices - but with #AlphaTensor we’ve found a new algorithm that’s faster, with potential to improve efficiency by 10-20% across trillions of calculations per day! dpmd.ai/dm-alpha-tensor