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Excited to share our paper on Topological Deep Learning, now available online: researchgate.net/publication/37…. Our work builds the subject from the ground up, both theoretically and practically, and opens up a new area of research. Thanks to all the co-authors! #TopologicalDeepLearning

Graphs & geometric deep learning are cool, but what's next? Our latest work leverages topology to model higher order relationships beyond graphs, covering domains like meshes, sets & their mixtures naturally. Learn more: arxiv.org/abs/2206.00606 #TopologicalDeepLearning #TDL

✨ The first topological deep learning challenge will happen at ICML Conference TAGinDS 2023! Build a topological neural network and get published 🍩 More information on the challenge website: tinyurl.com/tdlch

TopoModelX is now online : github.com/pyt-team/TopoM…

Thrilled to announce the first Topological Deep Learning Challenge hosted at ICML Conference 2023 by TAGinDS 🎉📷 Build a topological neural network with the tools of TopoModelX, and get published! Help us spread the word📷tinyurl.com/tdlch

Topological computing on topological domains such as simplicial complex, cell complex and hypergraphs is made easy with TopoNetX github.com/pyt-team/TopoN…

Topological representation learning made easy with TopoEmbedX : github.com/pyt-team/TopoE…

Landed in Vancouver! If you are at #CVPR23, let's chat about topology🍩 & geometry🌐? At 9am at the TAGinDS workshop tomorrow (East 16), I'll present our survey of topological neural nets w/ Mathilde Papillon🦋 mathildepapillon .bsky .social Sophia Sanborn Mustafa Hajij @ICLR 2025 to show how to process relational data🖇️

Our QCVML workshop has caught spotlight in the #CVPR2025 Daily magazine by RSIP Vision: rsipvision.com/CVPR2023-Tuesd…. We're thrilled by the eagerness of our community to embrace novel methodologies and technologies. Onward we go! #CVPR2023

Start building your topological neural networks today with #PyT. #TopoModelX #TopoNetX #TopoEmbedX github.com/pyt-team Nina Miolane 🦋 @ninamiolane.bsky.social Paul Rosen Tolga Birdal Mustafa Hajij @ICLR 2025 Mathilde Papillon🦋 mathildepapillon .bsky .social Sophia Sanborn Ghada Zamzmi

what is Topological Deep Learning #TDL? Start exploring relational data with our comprehensive library github.com/pyt-team/ Tolga Birdal Ghada Zamzmi Nina Miolane 🦋 @ninamiolane.bsky.social Mathilde Papillon🦋 mathildepapillon .bsky .social Sophia Sanborn Theodore Papamarkou Mustafa Hajij @ICLR 2025

First, a big thank you to the organizers, reviewers, and PyT contributors that made this challenge possible Mustafa Hajij @ICLR 2025 Nina Miolane 🦋 @ninamiolane.bsky.social Ghada Zamzmi Theodore Papamarkou Tolga Birdal Paul Rosen Shreyas Samaga Soham Mukherjee Bastian Grossenbacher-Rieck Sophia Sanborn Tegan Emerson 2/8

checkout the new tutorials in #TopoEmebX for topological domains embeddings algorithms like #Cell2Vec and #DeepCell : github.com/pyt-team/TopoE… Nina Miolane 🦋 @ninamiolane.bsky.social Mathilde Papillon🦋 mathildepapillon .bsky .social Mustafa Hajij @ICLR 2025 Tolga Birdal Theodore Papamarkou Ghada Zamzmi Sophia Sanborn Paul Rosen

Fantastic opportunity to create a research lab of differential geometry at the University of California, Santa Barbara! 🌐 As a junior assistant professor on campus, I can only wholeheartedly recommend to join us in this fabulous working environment 👋

I am recruiting PhD students for 2024!😃 You want to reveal the geometric signatures of natural and artificial intelligence, and crack the neural code? 🌐🧠🤖 Apply to the UCSB Geometric Intelligence Lab✨ This is the view you'd have from... well, your desk🌴

Looking forward to a day of dynamic presentations and conversations with the NeurReps community. Join us on December 16th in Ballroom A/B