Christoph Brune @ChristophBrune
Prof. in #AppliedMathematics @UTwente. Interested in #Mathematics #Imaging #DataScience #DeepLearning #AI #Health #Innovation. Chocolate lover. Opinions my own. people.utwente.nl/c.brune University of Twente Joined September 2011-
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After 3 years, it's time for us to start sharing the chapters of the GDL book! ❤️ Also included: companion slides from our @Cambridge_Uni & @UniofOxford courses 🧑🎓 Chapter 1 is out **now**! More to follow soon 🎉 geometricdeeplearning.com/book 📖 @mmbronstein @joanbruna @TacoCohen
What do polar coordinates, polar matrix factorization, & Helmholz decomposition of a vector field have in common? They’re all implied by Brenier’s Theorem: a cornerstone of Optimal Transport theory. It’s a fundamental decomposition result & deserves to be better known. 1/5
Dit kleine stukje in de Volkskrant vat het idiote conservatisme, nationalisme en ‘eigen volk eerst’ raak en grappig samen. Al het goede in Nederland komt van elders. Tel je zegeningen, Nederlanders en stel je weer open voor al het goede.
We are looking for excellent candidates for a PhD position at @UTwente with @jelmerwolterink and me in close collaboration with @SiemensHealth. The project focuses on model-driven DL for prostate MRI analysis. More info and application before Nov 17 here: utwentecareers.nl/en/vacancies/1…
The best inventions of 2023? @TIME just released their list highlighting the year's top innovations. The 14 AI tools that made the list:
Still present at #MICCAI2023 in Vancouver? Come drop by our poster during lunch, where I will gladly tell you all about automatic quality assessment for segmentation in large datasets! Joint work with Elina Thibeau-Sutre, Sophie Buurman, @jelmerwolterink @ChristophBrune
Handing the flag onto Holland to organise the next ICIAM. Tokyo has set a very high standard to follow! Sad it's all over. It was a great meeting!!!
Happy to share that our paper "What do neural networks learn in image classification? A frequency shortcut perspective" is accepted at #ICCV2023 Proud of my #phd student Shunxin Wang, who led the project (collab w/ @ChristophBrune and Raymond Veldhuis, @UTwente ), cu in Paris!
Fourier is to convolution what Legendre is to inf-convolution. en.wikipedia.org/wiki/Fourier_t… en.wikipedia.org/wiki/Legendre_…
We are releasing code for our algorithm that won the 2021 MICCAI/SMRA carotid artery segmentation challenge in black blood MRI: github.com/MIAGroupUT/car… 📜Paper by @Dieuwertje_1: doi.org/10.1117/12.261… Many thanks to @ElinaSutre for setting up the repo and docs! @ChristophBrune
Looking forward to AIM 2023 (AI & Mathematics) this week June 1-2 at our University @UTwente. Final chance to register today to enjoy great talks and connect. --> aimath.nl/index.php/even… #ai #mathematics #aim #NWO #utwente #dsi
Optimization can be carried over on manifolds using gradient descent, where the manifold gradient is the projection of an extrinsic gradient on the tangent plane. sites.uclouvain.be/absil/amsbook/
The fractional Laplacian is a differential operator generalizing the Laplacian. They are the only rotation/translation/scale invariant linear operator. en.wikipedia.org/wiki/Fractiona…
This week in AI just changed everything. Massive announcements from OpenAI, Warren Buffet, Microsoft, AMD, Palantir, Tesla, Meta, Humane, IBM, Wendy's, Google, HuggingFace, Scale AI, Synthesia, Anthropic, and Stability AI. EVERYTHING you need to know and why it's important:
Lorenz attractor is the set of limit trajectories for a simplified mathematical model for atmospheric convection. It has a fractal geometry. en.wikipedia.org/wiki/Lorenz_sy…
The co-area formula relates the total variation to the perimeters of the level set. Can be extended to (possibly) discontinuous functions of bounded total variation. en.wikipedia.org/wiki/Coarea_fo…
The gradient flow of the Dirichlet energy is the heat equation, which blur edges. The total variation flow makes the image cartoon-like. en.wikipedia.org/wiki/Heat_equa… uv.es/mazon/trabajos… en.wikipedia.org/wiki/Total_var…
The gist of our arguments against the 6-month AI moratorium at @VentureBeat. With @AndrewYNg. venturebeat.com/ai/titans-of-a…
This one is big on my reading list! 🔥
Welcome back! After a very successful first edition in 2022, we are thrilled to announce the second venue of the Learning on Graphs Conference! 📆27 - 30 November 2023 💻Virtual & free-to-attend 🤗Stronger emphasis on local meetups around the world logconference.org
Gabriel Peyré @gabrielpeyre
92K Followers 449 Following @CNRS researcher at @ENS_ULM. One tweet a day on computational mathematics.hermathsstory @hermathsstory
1K Followers 1K Following ✨ Sharing stories of women in mathematics in all walks of life #hermathsstory · https://t.co/A0Rc1O9VHMUlugbek S. Kamilov @ukmlv
4K Followers 2K Following Visiting Prof at ENS Paris. Associate Prof of EE/CS at WashU. Ex Google, MERL, Stanford, MIT, CMU, EPFL. Tennis player. I don’t eat animals. Ўзбекча гапираман.Joana Grah @JoanaGrah
982 Followers 2K Following #ImageAnalysis Centre for AI in Public Health Research @rki_de • PhD in maths from @Cambridge_Uni • co-founder @hermathsstory • #firstgen 🤍#scicomm • she/herUniversity of Twente .. @UTwente
46K Followers 2K Following This is the official Twitter/X account of the University of Twente. ❌ This account is inactive. ❌ View our vacancies feed on @utwentejobs.Ronny Bergmann (sehr .. @ronnybergmann_
503 Followers 166 Following Tweeting about research in optimisation & variational methods on manifolds, and numerics in Julia (Manifolds.jl & Manopt.jl). Working @ntnuNorway.David Fernandez Rivas @df_rivas53
412 Followers 570 Following Author https://t.co/ujl63wDqZq Scientist, educator, co-founder: BuBclean & FlowBeams. Focused on teaching and solving societal challenges.Jonas Latz @latzplacian
802 Followers 544 Following Intrigued by inverse problems & uncertainties. Lecturer in Applied Mathematics @OfficialUoM (views are my own; he/him) | also: #analogphotographyNelly Litvak @nellylitvak
528 Followers 408 Following Professor in Applied Mathematics at Eindhoven University of Technology| complex networks| innovative education| non-fiction authorTom Goldstein @tomgoldsteincs
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2K Followers 231 Following Bavarian AI Chair for Mathematical Foundations of AI @LMU_Muenchen; Adjunct Professor for ML @UiTromsoEWM-NL @ewm_nl
514 Followers 455 Following The Dutch association of women mathematicians. #maths #WomeninSTEM Email: info at https://t.co/SdiXwKDGu3 Newsletter: https://t.co/DnJwNa30nw…Jelmer Wolterink @jelmerwolterink
926 Followers 905 Following Assistant Professor University of Twente - Medical image analysis, machine learning, deep learningPhilipp Grohs @GrohsPhilipp
533 Followers 171 Following Full Professor of Mathematical Data Science at @univienna and group leader at @oeaw.Chris Budd OBE @cjbfordogs
940 Followers 839 Following Either a mathematician that climbs mountains, or a mountain man that does maths. Often found with my dogs. Likes working on crazy applications of maths.Nic Mücke 🦩 🇪�.. @moskitos_bite
1K Followers 1K Following ML Theory type of Person 🥳 Prof. for Statistical Learning @tuBraunschweig Shut the door quietly, please! @[email protected]MIT CSAIL @MIT_CSAIL
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88 Followers 522 Following Senior Lecturer in Applied Mathematics University of Limerick, IrelandFerdia @FerdiaSherry
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462 Followers 417 Following https://t.co/ETlBS6iCQ9 Discover why, when and how distinct learning processes yield similar representations, and the degree to which these can be unified.Hidde Fokkema @Hidde_Fokkema
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304 Followers 2K FollowingJuliette Raffort-Lare.. @LareyreRaffort
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700 Followers 3K Following Postdoctoral researcher @karolinskainst. Machine learning and computer vision for computational pathology.M H Shanto @Calcifer26
90 Followers 4K Following why talk about all the known n the unknown see how the unknown merges into the known why think separately of this life n the next when one is born from the lastMatteo Maspero @MatteoMasperoNL
626 Followers 2K Following Human being/medical physicist resident, asst prof offering clinically support @UMCU_Intl #imaging and adaptive #radiotherapy with #deeplearning Motto-I careEstefanía Talavera @eTalaveraM
456 Followers 548 Following Assistant Professor at @UTwente, Netherlands. Dr. in Computer Science from @UniBarcelona and @univgroningen. Machine learning and computer vision.Gabriel Peyré @gabrielpeyre
92K Followers 449 Following @CNRS researcher at @ENS_ULM. One tweet a day on computational mathematics.Yann LeCun @ylecun
712K Followers 719 Following Professor at NYU. Chief AI Scientist at Meta. Researcher in AI, Machine Learning, Robotics, etc. ACM Turing Award Laureate.Peyman Milanfar @docmilanfar
67K Followers 264 Following Distinguished Scientist at Google Research. Computational Imaging, Machine Learning, and Vision. Tweets = personal opinions. May change or disappear over time.hermathsstory @hermathsstory
1K Followers 1K Following ✨ Sharing stories of women in mathematics in all walks of life #hermathsstory · https://t.co/A0Rc1O9VHMUlugbek S. Kamilov @ukmlv
4K Followers 2K Following Visiting Prof at ENS Paris. Associate Prof of EE/CS at WashU. Ex Google, MERL, Stanford, MIT, CMU, EPFL. Tennis player. I don’t eat animals. Ўзбекча гапираман.Joana Grah @JoanaGrah
982 Followers 2K Following #ImageAnalysis Centre for AI in Public Health Research @rki_de • PhD in maths from @Cambridge_Uni • co-founder @hermathsstory • #firstgen 🤍#scicomm • she/herUniversity of Twente .. @UTwente
46K Followers 2K Following This is the official Twitter/X account of the University of Twente. ❌ This account is inactive. ❌ View our vacancies feed on @utwentejobs.Vinod Subramaniam @vinsub
2K Followers 516 Following President UTwente|biophysicist|enthusiastic cook|d,e&i|Cornell, UMich, MPIbpc alum|@vinsub.bsky.social| https://t.co/UgbmKRCgATWiendelt Steenbergen @steenbergenw
418 Followers 325 Following Marions man/Vader van Ilse & Casper/Christen/Hoogleraar Biomedical Photonic Imaging/UTwente/Genieten van licht, van goed en slecht weer/hard fietsen/pianoRonny Bergmann (sehr .. @ronnybergmann_
503 Followers 166 Following Tweeting about research in optimisation & variational methods on manifolds, and numerics in Julia (Manifolds.jl & Manopt.jl). Working @ntnuNorway.Samuli Siltanen @SamuliSiltanen
4K Followers 860 Following Matematiikan professori. Varadekaani. Hämähäkkivalokuvaaja. Painoharjoitteluintoilija. YouTube: Samun tiedekanava. Mastodon: @[email protected]David Fernandez Rivas @df_rivas53
412 Followers 570 Following Author https://t.co/ujl63wDqZq Scientist, educator, co-founder: BuBclean & FlowBeams. Focused on teaching and solving societal challenges.U-Today @UTodayNL
4K Followers 846 Following The independent journalistic medium at the University of Twente (UT)Michael Bronstein @mmbronstein
43K Followers 4K Following #DeepMind Professor of #AI @UniofOxford / Fellow @ExeterCollegeOx / ML Lead @ProjectCETI / https://t.co/kZpGpDzYeVJonas Latz @latzplacian
802 Followers 544 Following Intrigued by inverse problems & uncertainties. Lecturer in Applied Mathematics @OfficialUoM (views are my own; he/him) | also: #analogphotographyNelly Litvak @nellylitvak
528 Followers 408 Following Professor in Applied Mathematics at Eindhoven University of Technology| complex networks| innovative education| non-fiction authorTom Goldstein @tomgoldsteincs
23K Followers 2K Following Professor at UMD. AI security & privacy, algorithmic bias, foundations of ML. Follow me for commentary on state-of-the-art AI.Christian Bick @BickMath
607 Followers 345 Following Dynamics, Networks, and Dynamics. Based at VU Amsterdam but also roaming around Exeter, Munich, and Oxford (family permitting). Also @[email protected]Kevin K. Yang 楊凱�.. @KevinKaichuang
16K Followers 5K Following Senior Researcher in BioML @MSFTResearch (@MSRNE). He/him/他. 🇹🇼Promovendi Netwerk Ne.. @hetpnn
3K Followers 760 Following Promovendi Netwerk Nederland (PNN) is the national representative body for and by PhD candidates.Young KWG @young_KWG
18 Followers 81 Following Young KWG is a section within KWG with the aim to foster a community of early-career mathematicians.İbrahim @ibrahimavci90
239 Followers 298 Following Assistant Professor of Applied Mathematics and Computer ScienceJulius Berner @julberner
529 Followers 265 Following Postdoc @caltech | PhD @univienna | former research intern @MetaAI and @nvidia | bridging theory and practice in deep learningJacob Helwig @JacobHelwig
276 Followers 750 Following TAMU CSCE, supervised by @ShuiwangJi. AI4ScienceShuiwang Ji @ShuiwangJi
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314 Followers 502 Following PhD student @fer_unizg | Bioinformatics Specialist @astar_gis. AI, graphs, bioinformatics. 🇭🇷Raheel Hasan @theraheelhasan
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4K Followers 5K Following Empowering worlds where AI enriches lives, solves complex problems, and inspires continuous learning.Matt Henderson @matthen2
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88 Followers 522 Following Senior Lecturer in Applied Mathematics University of Limerick, IrelandSIAM Activity Group o.. @siagdata
171 Followers 132 Following This is the X account of the Society for Industrial and Applied Mathematics Activity Group on Data Science, managed by activity group officers.David M. Knigge @davidmknigge
529 Followers 202 Following PhD candidate w/ @egavves at @uva_amsterdam medical and geometric deep learning. @ic4ai POP-AART Lab w/ @elekta & @NKI_nl.Prof. Anima Anandkuma.. @AnimaAnandkumar
25K Followers 2K Following Bren Professor @caltech, Fmr Sr Director of #AI research @nvidia, Fmr Principal Scientist @awscloud, AI+Science, PDE, Neural operators. Views my own.Kevin Patrick Murphy @sirbayes
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11K Followers 3K Following Research on computer vision and the environment 🌍 Asst Prof at @MIT_CSAIL #QueerInAI 🏳️🌈 sarabeery on threads @[email protected]Genius Thinking @GeniusGTX
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3K Followers 2K Following Applied math/data science/ML Assistant Professor at Johns Hopkins. She/ella. Uruguaya 🇺🇾Francesco @0xfrankly
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857 Followers 608 Following I received my Ph.D., MSEE, and BSEE from Rice University working with Prof. Richard Baraniuk. I am currently doing my PostDoc at UCLA with Prof. Stan Osher.Scott Pesme @pesme_scott
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27 Followers 137 Following PhD candidate in applied maths at TU Berlin interested in Wasserstein gradient flows.Konstantin Rusch @tk_rusch
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148 Followers 297 Following PhD student at the University of Bath, SAMBa CDT cohort 8. Interested in Optimization, Machine Learning, Imaging Inverse Problems, and Data Science.Important point
This cost + latency for llama 3 is actually insane. Just look at the rest of the models in comparison
@david_picard I think if you do careful numerics in 2D with a distribution located e.g. on a curvy curve, you should see the difference. Sound like a fun exercise for my OT course next year.
@david_picard Also a very nice read is Kim and Milman paper, which uses heat flow to define contracting maps (this can also be done via OT) arxiv.org/pdf/1002.0373.…
@marc_lelarge I think it does not address the Diffusion Model case because it considers anisotropic Gaussians. If the target is an isotropic Gaussian, then the diffusion map is optimal! This is why I believe the proof of Hugo Lavenant is involved (it does not rely on explicit formula)
@gabrielpeyre It looks like this work of Tanana proved it: arxiv.org/abs/1709.06464
In case you are wondering, this paper proves that, in general, diffusion models do not define optimal transport maps. The proof is not straightforward though (diffusion maps are optimal maps in 1D, for radial measure and for Gaussians ...) cvgmt.sns.it/media/doc/pape…
My former PhD student Philipp Petersen, also working in the area of #mathematics of #artificalintelligence, just got tenure at the @univienna. My heartfelt congratulations!
After 3 years, it's time for us to start sharing the chapters of the GDL book! ❤️ Also included: companion slides from our @Cambridge_Uni & @UniofOxford courses 🧑🎓 Chapter 1 is out **now**! More to follow soon 🎉 geometricdeeplearning.com/book 📖 @mmbronstein @joanbruna @TacoCohen
Ich durfte an der spannenden Podiumsdiskussion zu Chancen und Grenzen von KI im Öffentlichen Gesundheitsdienst teilnehmen und mich für weniger Hype in beide Richtungen, Open Source & mehr Interdisziplinariät und Kommunikation zwischen wissenschaftlichen Disziplinen einsetzen. 😊
Vom 17.-19.04. findet das Forum für den Öffentlichen Gesundheitsdienst für Angestellte des öffentlichen Gesundheitssektors statt. BfR, @rki_de & @Umweltbundesamt stellen Arbeitsergebnisse & aktuelle Themen vor. Anmeldung für die Vor-Ort-Teilnahme: bfr-akademie.de/deutsch/verans…
Oldies but goldies: J. V. Neumann, Zur Theorie der Gesellschaftsspiele, 1928. Proved the existence of equilibrium in 2 players' zero-sum games. The birth of game theory. en.wikipedia.org/wiki/Nash_equi…
The longer I teach math, the more I find the terminology too complicated: The space where the input of f comes from is called domain and the space of output is called range. "Feynman speak": Input space and output space!?
Great news for Peter @PeterDGrunwald, CWI @CWInl, for e-values, for statistics, for science...! :D cwi.nl/en/news/erc-ad…
Exciting work lead by @fses91 @Lisa_Schnecki @AndreasMayr11 @gklambauer on protein binding site identification. Extending E(3)-equivariant GNNs by virtual nodes provably enhances their expressiveness while keeping E(3) equivariance.
VN-EGNN: E(3)-Equivariant GNNs with Virtual Nodes Enhance Protein Binding Site Identification New method to find binding pockets of proteins. Virtual nodes allow to employ distance losses directly. P: arxiv.org/abs/2404.07194 C: github.com/ml-jku/vnegnn 🤗:huggingface.co/spaces/ml-jku/…
This was an outstanding and inspiring lecture by @davidwromero ! If you want to get up to speed with SSMs / long-conv models (CKConv, Hyena, Mamba, etc) —which beat transformers, please watch back the recordings! My take-home as usual is: convolution is all you need! 🙃
I am very happy to give this tutorial next week! We will discuss several developments on sub-quadratic long-context architectures such as SSMs, CKConv, Hyena and Mamba. Thank you @Ellis_Amsterdam for having me!
For those in NYC I am giving a seminar on conservation laws for gradient flows in the Center for Data Sciences tomorrow at 2PM cds.nyu.edu
Today nobel laureate Peter Higgs died - the only person (yet) after whom a fundamental particle is named. I met Peter twice, what a kind and humorous person! ed.ac.uk/news/2024/stat…
As the ICML author-reviewer discussion is ending, I have to share this gem which is an all-time low for me: rev2: "providing a missing citation in the rebuttal is not acceptable" 🥰