Top Tweets for #TopologicalDeepLearning
We can’t wait to see your submissions! Full challenge guidelines and requirements are available here:
https://t.co/MVEkbP0iU9
Results announced at @TAGinDS Boston, Aug. 18–20. Participation does not require attending!
#TDLChallenge #TopologicalDeepLearning #AI #ML #TAGinDS
No Triangulation Without Representation: Generalization in Topological Deep Learning
👥 Johannes S. Schmidt, Martin Carrasco, Ernst Röell et al.
#TopologicalDeepLearning #AIResearch #GraphNeuralNetworks
🔗 https://t.co/YI5dHnsL7e
@mathildepapillo @TAGinDS @ARLQ_AI @gbg1441 @lev_telyatnikov @geometric_intel Congratulations to the winners and all the participants for their impressive works!
And thank you to all you organizers
It was fun and inspiring for me to be part of the crew!
#topobench #topologicaldeeplearning
Looking forward to joining everyone at #NeurIPS2025 in San Diego! Excited to catch up with colleagues and learn about new ideas in scientific ML and topological deep learning. #TopologicalDeepLearning #NeurIPS2025 #ScientificML
If you like this kind of #TopologicalDeepLearning / #TDL research, also check out our research group's website:
👉 https://t.co/y35fnfks05
Thanks for reading!
🧵7/7
Generative topological deep learning is an exciting new area of research with opportunities in applications in biology and chemistry. Interested? I highly recommend this new paper on Gen models on cell complexes @tolga_birdal #TDL #TopologicalDeepLearning #GenAI
Our new topological, diffusion-bridge based graph generation framework, HOG-Diff [https://t.co/gOGvlA7F5z], leverages higher-order information as a guide to progressively generate plausible graphs thru a coarse-to-fine curriculum. #TDL #TopologicalDeepLearning #GenAI #ML #AI 👇
![tolga_birdal's tweet photo. Our new topological, diffusion-bridge based graph generation framework, HOG-Diff [https://t.co/gOGvlA7F5z], leverages higher-order information as a guide to progressively generate plausible graphs thru a coarse-to-fine curriculum. #TDL #TopologicalDeepLearning #GenAI #ML #AI 👇 https://t.co/DSABgBq9y0](https://pbs.twimg.com/media/GjW1ZvcXMAA9vRU.jpg)
Our new topological, diffusion-bridge based graph generation framework, HOG-Diff [https://t.co/gOGvlA7F5z], leverages higher-order information as a guide to progressively generate plausible graphs thru a coarse-to-fine curriculum. #TDL #TopologicalDeepLearning #GenAI #ML #AI 👇
🛠️ Resources:
1. ICLR Paper: https://t.co/KZg5Wl75wb
2. Code: https://t.co/OeSaD6PxLO
Looking forward to connecting with old friends and meeting new ones at ICLR 2025 in Singapore! 🇸🇬 See you there!
#TDL #Equivariance #TopologicalDeepLearning #AI #GNN #Teamwork #ICLR2025
🤓 We match or achieve SotA results among TDL models with orders of magnitude less complexity!
🫂 Amazing joint work with @GDasoulas, @mauriciogtec, @ekarais43, @audiracmichelle, @francescadomin8
#TopologicalDeepLearning #GeometricDeepLearning #EquivariantNeuralNetworks
Great opportunity if you are interested in topological deep learning applications to computer vision.
#TDL #TopologicalDeepLearning
Within 2025, I will be hiring several PhD candidates and Postdoctoral researchers @ICComputing to work on various aspects of #TopologicalDeepLearning (#TDL). Posts are attached. The postdoc positions are also available to apply under:
https://t.co/tHqWVknZQX
#CVPR #CVML #AI #ML
Within 2025, I will be hiring several PhD candidates and Postdoctoral researchers @ICComputing to work on various aspects of #TopologicalDeepLearning (#TDL). Posts are attached. The postdoc positions are also available to apply under:
https://t.co/tHqWVknZQX
#CVPR #CVML #AI #ML
⏰The wait is nearly over!
🤖Join us on Sunday morning for #GRAIL2024, to learn about the advancements in #geometricdeeplearning, #graphneuralnetworks, #topologicaldeeplearning and #AI for #healthcare.
6th Oct. 2024
08:00-12:30 CET/GMT+1
Palmeraie Conference Center
Room Borj 8
Just a quick reminder to check out my Ph.D. thesis if you are looking for a comprehensive introduction to Topological Deep learning through the lens of signal processing 🎼
➡ https://t.co/PcrAoAXzan
#TopologicalDeepLearning
#GeometricDeepLearning
Bayes + TDL 😍 Thrilled with this achievement! Huge thanks to my incredible team @ClaBat9 @GDasoulas. This was one fun and well-organized competition! 🚀 #TeamWork #TopologicalDeepLearning
This is a cool intuition of @mauriciogtec that for the first time tought about giving some Bayesian flavour to Topological Deep Learning 🎲
Team: @mauriciogtec @ClaBat9 @GDasoulas
#TopoBenchmarkX: A #ModularOpenSourceLibrary Designed to Standardize Benchmarking & Accelerate Research in #TopologicalDeepLearning
#TDL #OpenSource
https://t.co/rLzcUTjYvm
Topological Deep Learning for Computer Vision is happening this afternoon at #CVPR2024: https://t.co/MTGj9SOfAi. Join us for fresh perspectives! We will introduce the field and delve deeper thanks to our great line-up of experts. #TDL #TopologicalDeepLearning #TDL4CV @CVPR
Introducing TopoBenchmarkX, an open-source library streamlining Topological Deep Learning research. It transforms graph data into richer topological representations, facilitating comprehensive model evaluations. Learn more at https://t.co/r1FCXnZhkG. #TopologicalDeepLearning
Curious about the future directions in (3D) computer vision? Join us at the 1st Workshop on #TopologicalDeepLearning for Computer Vision: https://t.co/MdIaGW8f98 (held in conjunction with #CVPR2024) in order to discover pioneering methods for representing relational data. @CVPR
"Attending to Topological Spaces: The Cellular Transformer" by @rballeba, @mathildepapillo, @ClaBat9 , @ninamiolane, @tolga_birdal, @carlescasac, @SergioEscalera_ , @HajijMustafa et al.
Paper: https://t.co/FSJ3lQYICS
#machinelarning #topologicaldeeplearning
Listen to "Topological Deep Learning and Generative AI with Mustafa Hajij" by The USF Data Science Podcast https://t.co/krFsCdMWGD
#MSDS #BSDS #USFCA #DataInstitute #TopologicalDeepLearning #DataScience #GenerativeAI #EmergingTechnologies
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