My deep learning course UNIGE_en is available on-line. 1000+ slides, ~20h of screen-casts. Full of examples in PyTorch. fleuret.org/dlc/ And my "Little Book of Deep Learning" is available as a phone-formatted pdf (400k downloads!) fleuret.org/lbdl/

"Second-order derivatives are impossible to use in deep learning..." Wrong !! Here's a blog post with all you need to know about Hessian-vector products and autodiff iclr-blogposts.github.io/2024/blog/benc… Includes a benchmark of the different techniques in PyTorch and JAX.

We would like to express our deepest sympathies to those affected by the recent earthquake in Hualien Taiwan, where AC2MP2023 was hold with GIMRT cooperation.

One postdoctoral position is available at the Dept of Phys, NTU. The successful candidate will work on problems in quantum magnetism with the focus on numerical approaches such as quantum Monte Carlo, DMRG, and other tensor network algorithms. academicjobsonline.org/ajo/jobs/27000

It is with great sadness that the Simons Foundation announces the death of its co-founder and chair emeritus, James Harris Simons. Jim was an award-winning mathematician, a legendary investor and a generous philanthropist. simonsfoundation.org/2024/05/10/sim…

The 3rd Edition of Think Python is available now at allendowney.github.io/ThinkPython The print edition is available for preorder, expected to ship in June. What's new? Jupyter notebooks, turtle graphics, doctest, unittest, regular expressions, and a new, full color, parrot on the cover!

Recording is available here :) youtube.com/watch?v=AUDHb-…

I’m thrilled to present the KAN Convolutional Layer, a promising neural architecture for image processing. Last week KANs came out, as an alternative to the MLP. We extended this idea to Convolutional Layers, creating the KAN Convolution. Join me in this thread to more about it🧵

🚀 Introducing Cover-Agent 🧪 An open-source tool that includes a reimplementation of Meta's TestGen-LLM for automatically enhancing test suites. Manager: "We must improve old test suites for better code coverage. Can you handle it?" Me: "Sure, my favorite task... (Not!) 🤷‍♂️"

The first open-source implementation of the paper that will change automatic test generation is now available! In February, Meta published a paper introducing a tool to automatically increase test coverage, guaranteeing improvements over an existing code base. This is a big

Every time I want to write a CUDA kernel, my first step is to complain through the PyTorch's guide to add CPP Extensions. I have always wondered why I need to crunch through so much complexity before I can get to the first line of CUDA code. Is the CUDA-to-Python process

A Feynman diagram is a very compact and intuitive way of representing interactions between particles. And you can draw it in LaTeX too! Check out this article and learn now. overleaf.com/learn/latex/Fe…

🔥 Excited to share our new work on Neural Flow Diffusion Models — a general, end-to-end, simulation-free framework that works with an arbitrary noising processes and even enables learning them! 📜: arxiv.org/abs/2404.12940 🧵 1/11

Using 𝚝𝚘𝚛𝚌𝚑.𝚌𝚘𝚖𝚙𝚒𝚕𝚎 makes KANs as fast as MLPs! I never thought I would be a fan, but they are starting to look pretty appetizing.

One postdoctoral position is available at the Dept of Physics, National Taiwan University on the application of AI to theoretical physics, and the development of new AI tools using physics ideas. academicjobsonline.org/ajo/jobs/27001

Today, the U.S. Government released a strategy document on "Advancing International Cooperation in Quantum Information Science and Technology." quantum.gov/wp-content/upl…

AI is getting out of hand. It's only been 7 days since Flux dropped, and people can't stop getting creative with it. Here are 10 wild examples:

黃國昌真的是不簡單，史上第一個才待過兩個政黨，結果黨主席全都被抓走。 黨主席被害率百分之百！！！ （影片1是他還在時代力量時說的） （影片2是今天剛說明的。） 反正都講的差不多

本日付で東大本郷キャンパスの素粒子センターに准教授として着任しました。量子多体計算物理・量子計算・量子情報理論に興味のある学生やポスドクの方がいらっしゃれば、ぜひご連絡いただければ。 sites.google.com/view/nyso/join…

きょうの昼食はお寿司と味噌汁です🍣👍 #鹿児島産のブリと北海道産のホタテ