Research Scientist @GoogleDeepMind (AI for Science). PhD @CambridgeMLG
Cambridge, England
Joined April 2017
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Vincent Dutordoir retweeted
Happy to share a major milestone: after years of development, we are officially launching Version 1.0 of the GeometricKernels library!
To top it off, our accompanying paper has just been published in JMLR (MLOSS)! 🎉
github.com/geometric-kernels…
Vincent Dutordoir retweeted
Introducing AlphaGenome: an AI model to help scientists better understand our DNA – the instruction manual for life 🧬
Researchers can now quickly predict what impact genetic changes could have - helping to generate new hypotheses and drive biological discoveries. ↓
An opportunity to join our team. Feel free to reach out if you have any questions.
Vincent Dutordoir retweeted
I’m really excited to be attending NeurIPS and presenting our work on efficient fine-tuning of pre-trained diffusion models for SOTA conditional generation. Come chat with us on 12th Dec (Thursday) at 11am!
Thread below (🧵) -
A highlight of the #NeurIPS2023 meetup in Cambridge for me was Carl Rasmussen's keynote on "Halting Climate Change". Spoiler: it has nothing to do with AI.
Worth a watch: youtube.com/watch?v=naFaQsFx…
Happy to share Geometric Neural Diffusion Processes at #NeurIPS. Join us for Poster Session 3 on Wednesday if you’re interested in diffusion models for modelling equivariant stochastic processes.
With @MathieuEmile @MHutchinson141 @ValentinDeBort1 @yeewhye #richturner
There are still a couple of places left for the NeurIPS@Cambridge meetup next week, Dec 8th. Priority will be given to people presenting a poster.
Registration & full schedule on neuripsmeetupcambridge.info
as well as a keynote presentation by prof Carl Rasmussen on his latest research on climate change policy.
Finally, prof @lawrennd will chair a panel discussion on "AI for Social Good".
Happy to announce the 3rd NeurIPS @ Cambridge event on Friday, Dec 8th! Join us for an in-person gathering to discuss the latest in machine learning research. Find all details and register at neuripsmeetupcambridge.info.
#NeurIPS2023 #MachineLearning #Cambridge
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"Alex was 41. In de kranten staat dat hij een heroïneverslaafde was. Dat zal zeker zijn, maar hij was ook een oorlogsslachtoffer, een mens en bovenal mijn vriend."
standaard.be/cnt/dmf20230921…
Vincent Dutordoir retweeted
Our #ICML2023 paper introduces Neural Diffusion Processes - generalising diffusion processes to function spaces.
Great to work with @vdutor @alandanielsaul and @ZoubinGhahrama1
Paper: arxiv.org/abs/2206.03992
Code: github.com/vdutor/neural-dif…
Vincent Dutordoir retweeted
in case you ever wondered what happens when a sphere gets hit with the ReLU activation🌐🧠🔥
Lol. I also have to thank T-Rex for my first job. Learned to play the game (from raw pixels in a screen capture) using deep Q-learning: github.com/vdutor/TF-rex
Congrats! It's amazing to see how Random (Fourier) Features continue to fuel progress even in this era of Transformers
Simplex Random Features accepted to #ICML2023 w oral presentation! TLDR: Monte Carlo methods linearise Transformer attention by throwing a (random) kitchen sink at it, but you can get much better results with a slightly more sophisticated sink🚰 arxiv.org/pdf/2301.13856.pdf 🧵1/9
