UCSB ECE
@ucsbece
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Official account of UC Santa Barbara's Electrical and Computer Engineering Department.
Santa Barbara
Joined October 2023
Due to a record # of submissions for our NeurIPS workshop on Symmetry & Geometry in Neural Representations ( https://t.co/f8mfGsZIoV), we're looking for volunteers to serve as Reviewers. So many phenomenal submissions. Send me your OpenReview email if you'd like to contribute!
neurreps.org
NeurIPS 2025 December 6th or 7th, 2025 San Diego, USA
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Thrilled to announce TopoBench has been accepted to DMLR! 🚀 It’s a modular library for Topological Deep Learning, built to provide reproducible, cross-domain benchmarks and accelerate research. GitHub: https://t.co/WFMcRy1tak
#AI #DeepLearning
github.com
TopoBench is a Python library designed to standardize benchmarking and accelerate research in Topological Deep Learning - geometric-intelligence/TopoBench
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Discover our research: https://t.co/5g0jN7JbUw Apply: Send CV + coverletter 📩to ai@ece.ucsb.edu 🕐by Sept 15, 2025 to receive full consideration. We hope to hear from you! @ucsantabarbara @ucsbcs @ucsbece @UCSBengineering @geometric_intel
@HaewonJeong00 @YaoQin_UCSB
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Our research is collaborative at heart: We work with neuroscientists, physicists, and healthcare professionals to design principled AI that is tailored to data-scarce scientific fields. You’ll join a vibrant AI community on the golden Californian coast @UofCalifornia 🌴
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We are recruiting postdocs @ai_ucsb ! w @YaoQin_UCSB @HaewonJeong00 You want to lead the future of AI4Science? Apply to UCSB Real AI For Science Initiative🌟 Deadline: Sept 15, 2025. Competitive salary. This is the view you'll have from... your desk! By @AdeleMyersPhD
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‼️‼️ DEADLINE EXTENDED ‼️‼️ We are extending the NeurReps submission deadline to next Friday, August 29, 11:59 pm AOE. Follow these instructions to get your papers in: https://t.co/A3jYmIlTVH Best paper in each category will receive a $500 cash prize 🏆
neurreps.org
Call for Papers
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@aniervs @geometric_intel @ai_ucsb @ucsbece @naturecomputes @johmathe @louisacornelis We added new figures in topogical ML, more references and narrative text throughout, and more mathematical intuition (think figure showing the Frechet mean, more colloquial explanations on Riemannian concepts, etc). Worth checking out!
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【すごい！🎉非ユークリッド機械学習の完全ガイドが登場しましたよ！】 ✎. FYIG: https://t.co/B0Uljxp3jz わぁ、これは注目です！✨ Mathilde Papillonさんが、ついに「非ユークリッド機械学習」のイラスト付きガイドを出版されました！👏 このガイド、本当に素晴らしいんです！ ⭐
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Interested in how geometric intelligence emerges in brains and machines? 🧠➗🤖 I joined Anita Okorie on Mind Over Matter to discuss geometric AI, brain complexity, and how neuroimaging can advance our understanding of neurodegenerative diseases. 🎧 https://t.co/qPRKMqmLQN
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These awards are generously sponsored by New Theory AI @newtheoryai!
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Thrilled to see our illustrated guide to non-Euclidean ML officially out! Beautiful figures, clear breakdowns, and tons of context. Grateful to be a co–first author on this 🎇🎆
Our illustrated guide to non-Euclidian ML is finally published! Check it out for ⭐️ gorgeous figures (with new additions!) on topology, algebra, and geometry in the field ⭐️ broken down tables for easy reading ⭐️ accessible text, additional refs, and more https://t.co/ZiE55GgGOD
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From the lab to the airwaves 🎙️: Our PI @ninamiolane joined Anita Okorie on Mind Over Matter for a fascinating conversation on geometric AI, brain complexity, and how neuroimaging is helping to understand neurodegenerative disease. 🎧 Listen here: https://t.co/ePLG1rb8iw
Interested in how geometric intelligence emerges in brains and machines? 🧠➗🤖 I joined Anita Okorie on Mind Over Matter to discuss geometric AI, brain complexity, and how neuroimaging can advance our understanding of neurodegenerative diseases. 🎧 https://t.co/qPRKMqmLQN
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🎉 Big news! 🚨 The NeurReps Prize offers $500 for the best paper in these categories: 🧠 Neuroscience + Interpretability 🤖 Topological + Geometric ML ❄️ Symmetry + Equivariance Submit by Aug 22 for your chance to win! And thanks to @newtheoryai for sponsoring! 🙌
🏆🏆🏆 NEURREPS PRIZE ALERT 🏆🏆🏆 The best paper in each of our categories will win a $500 cash prize! Our 3 categories are: 🧠Neuroscience + Interpretability, 🤖Topological + Geometric ML, ❄️Symmetry + Equivariance. Submit your work by Aug 22:
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It was a lot of fun to contribute to this beautiful perspective. Congratz @mathildepapillo and the team!
Our illustrated guide to non-Euclidian ML is finally published! Check it out for ⭐️ gorgeous figures (with new additions!) on topology, algebra, and geometry in the field ⭐️ broken down tables for easy reading ⭐️ accessible text, additional refs, and more https://t.co/ZiE55GgGOD
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#UCSB’s Gaucho Racing club spent a year building an electric F1 car to compete at the annual Formula SAE Electric (FSAE-E) races in Michigan 🏎️⚡️ The goal? To give engineering students a real-world taste of the automotive industry and future careers 📐 https://t.co/N3iPq3fYGV
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This review is a total banger! 🔥 The figures really connect the dots (and edges, and faces 😅). Couldn’t be luckier to have this guide in hand before starting my PhD! 🥳
Our illustrated guide to non-Euclidian ML is finally published! Check it out for ⭐️ gorgeous figures (with new additions!) on topology, algebra, and geometry in the field ⭐️ broken down tables for easy reading ⭐️ accessible text, additional refs, and more https://t.co/ZiE55GgGOD
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The updated version of the review is also available on arixv at
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Thank you to the excellent team of editors @MLSTjournal and our referees for a truly productive peer review process. Highly recommend this up and coming journal for any unsubmitted topical reviews out there!
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Made possible with the (equal) dedication of @naturecomputes @johmathe @louisacornelis and the stellar contributions of @AbbyBertics, Domas Buracas, @hansenlillemark, @cashewmake2, @fatihdin4en Xavier Pennec and @ninamiolane
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In the 20th century, non-Euclidean geometry transformed how we model the world with pen&paper. Now, it disrupts how we model the world w machines👇 @mathildepapillo @naturecomputes @johmathe @louisacornelis @AbbyBertics Buracas @hansenlillemark @cashewmake2 @fatihdin4en Pennec
Our illustrated guide to non-Euclidian ML is finally published! Check it out for ⭐️ gorgeous figures (with new additions!) on topology, algebra, and geometry in the field ⭐️ broken down tables for easy reading ⭐️ accessible text, additional refs, and more https://t.co/ZiE55GgGOD
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