Norman Müller

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Norman Müller

Norman Müller

@Normanisation

Building World Models at Microsoft AI. Ex-Meta Researcher for 3D Generative AI, former PhD Student @ TU Munich w/ Matthias Nießner

Zurich Katılım Aralık 2019
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Norman Müller
Norman Müller@Normanisation·
📣📣 PhD-Intern for Generative AI 📣📣 We are looking for an intern working on 3D Generative AI for summer 2025! Apply here: metacareers.com/jobs/198607184… + feel free to reach out to @K_S_Schwarz or me via PM/mail if you have any questions!
Matthias Niessner@MattNiessner

Check out MultiDiff #CVPR2024! From a single RGB image, MultiDiff enables scene-level novel view synthesis with free camera control. sirwyver.github.io/MultiDiff youtu.be/SKpFFtVJo9c Great work by @normanisation @K_S_Schwarz @barbara_roessle, L Porzi, S Rota Bulò, P Kontschieder

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Norman Müller
Norman Müller@Normanisation·
I've officially defended my PhD! 🎓 Never thought that researching 𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐯𝐞 𝐌𝐨𝐝𝐞𝐥𝐬 𝐨𝐧 𝟑𝐃 𝐑𝐞𝐩𝐫𝐞𝐬𝐞𝐧𝐭𝐚𝐭𝐢𝐨𝐧𝐬 could be as challenging as dealing with the German bureaucracy afterwards!
Matthias Niessner@MattNiessner

Congrats to @Normanisation for his successful PhD defense 🥳🎓 Norman's thesis about 𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐯𝐞 𝐌𝐨𝐝𝐞𝐥𝐬 𝐨𝐧 𝟑𝐃 𝐑𝐞𝐩𝐫𝐞𝐬𝐞𝐧𝐭𝐚𝐭𝐢𝐨𝐧𝐬 makes important contributions to the 3D vision community. For instance, DiffRF, a generative approach directly operating in 3D space, was among the first diffusion techniques for neural radiance fields. This led to many follow up works in this area and sparked interest across the computer vision community, establishing generative approaches as a corner stone in the 3D domain. Also after his PhD, Norman continues to work on the forefront in computer vision, such as his contributions to MapAnything, a universal feedforward approach for 3D reconstruction. Check out Norman's amazing work: normanm.de Congratulations Dr. Mueller - super proud!

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Norman Müller retweetledi
Arena.ai
Arena.ai@arena·
MAI-Image-2 debuts at #5 in the Image Arena! Highlights: - #5 in Text-to-Image overall - #5 for 3D Imaging & Modeling, Cartoon, Anime & Fantasy, Photorealistic & Cinematic Imagery, Art and Portraits - #6 for Product, Branding & Commercial Design Congrats to the @MicrosoftAI team on this milestone!
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Nando de Freitas
Nando de Freitas@NandoDF·
I’d like to hire strong data engineers to join our Microsoft Super Intelligence (MSI) team. I am interested in people who are good at processing PDFs and other documents at billion scale, and people good at parsing the web at trillion scale. If you dream of processing all of human knowledge to advance science and engineering, this is for you. Also looking for strong evaluation and post-training engineers. Be part of our first launches this year 🚀 We have all the resources in the world to support you, working in startup mode, while powering a large organisation with billions of users. Hiring in London, Zurich, New York, Boston, Toronto, Seattle and SF. Please send your CV to JoinAITeam@microsoft.com
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DailyPapers
DailyPapers@HuggingPapers·
Meta just released the MapAnything benchmark on Hugging Face Universal 3D reconstruction evaluation across multi-view stereo, depth & camera pose tasks. Benchmark feed-forward models on diverse real-world scenes with standardized metrics.
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Norman Müller
Norman Müller@Normanisation·
Nikhil has been cooking up an even stronger MapAnything, with noticeably better performance than VGGT and others, while supporting camera information input and more! 🎉 Check out the checkpoints!
Nikhil Keetha@Nik__V__

Was gonna wait to announce this 😅 🚨 but yeah new checkpoints just dropped!! Pull latest code and update hf cache - it's a direct slot in & just a better MapA 😉 HF demo also updated: huggingface.co/spaces/faceboo… Stay tuned for more details & 3DV camera ready ⏳

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Norman Müller
Norman Müller@Normanisation·
Interested in 3D Interactive Segmentation? 🚀 Don't miss Andrea's talk on Easy3D today at 1 PM (Kalākaua Ballroom)! The code was just released: 🔗: github.com/facebookresear…
Andrea Simonelli@AndreaSimonell

See you later at the #iccv25 Oral Session 6B (Kalākaua Ballroom) at 1PM and poster 356 from 2:30PM! We will present our paper “Easy3D: A Simple Yet Effective Method for 3D Interactive Segmentation” with @Normanisation Project + Code: simonelli-andrea.github.io/easy3d

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Norman Müller
Norman Müller@Normanisation·
Check out or workshop on Generate Scene Completion at ICCV'25. We have an incredible speaker lineup and most certainly the coolest website (credits to @ethanjohnweber and @cursor_ai). 📅Mon, Oct 20 (morning session) 🌐scenecomp.github.io
Ethan Weber@ethanjohnweber

📢 SceneComp @ ICCV 2025 🏝️ 🌎 Generative Scene Completion for Immersive Worlds 🛠️ Reconstruct what you know AND 🪄 Generate what you don’t! 🙌 Meet our speakers @angelaqdai, @holynski_, @jampani_varun, @ZGojcic @taiyasaki, Peter Kontschieder scenecomp.github.io #ICCV2025

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Norman Müller
Norman Müller@Normanisation·
@K_S_Schwarz It was great working with you! All the best for your next adventure!
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Katja Schwarz
Katja Schwarz@K_S_Schwarz·
After two incredible years at Meta, it’s time for a new adventure! It’s been a journey full of growth, fun, and pushing the limits of 3D scene reconstruction & synthesis. I'm deeply grateful to have worked with such a brilliant, dedicated team and for all the wonderful memories.
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Norman Müller
Norman Müller@Normanisation·
SOTA 3D Interactive Segmentation We had a lot of fun playing with the possibilities of our real-time 3D segmentation model. Blowing up furniture, rearranging interiors, and of course using the Dune thumpers to turn objects into sand.
Andrea Simonelli@AndreaSimonell

Tired of staring at GS reconstructions? Check out our new method for 3D Interactive Segmentation💥 Easy3D: A Simple Yet Effective Method for 3D Interactive Segmentation Project: simonelli-andrea.github.io/easy3d Paper: arxiv.org/pdf/2504.11024 👇Real-time VR interaction on a GS scene👇

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