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Johannes Schusterbauer

@joh-schb.bsky.social
336 followers 331 following 32 posts

PhD Student @ CompVis group, LMU Munich Working on diffusion & flow models🫶

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Johannes Schusterbauer @joh-schb.bsky.social · 04/06/2026
If you are at #CVPR come by and talk to us!🙌
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Johannes Schusterbauer @joh-schb.bsky.social · 26/05/2026
Diffusion models treat every part of an image equally. → Same number of steps. Same compute. But images aren’t uniform. 🤔 Some regions are easy, others are hard. So why force the model to treat them the same? 🧵
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Pingchuan Ma @pima-hyphen.bsky.social · 18/10/2025
I’m thrilled to share that I’ll present two first-authored papers at #ICCV2025 🌺 in Honolulu together with @mgui7.bsky.social ! 🏝️ (Thread 🧵👇)
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Johannes Schusterbauer @joh-schb.bsky.social · 17/10/2025
🤔 What if you could generate an entire image using just one continuous token? 💡 It works if we leverage a self-supervised representation! Meet RepTok🦎: A generative model that encodes an image into a single continuous latent while keeping realism and semantics. 🧵 👇
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Stefan Baumann @stefanabaumann.bsky.social · 15/10/2025
🤔 What happens when you poke a scene — and your model has to predict how the world moves in response? We built the Flow Poke Transformer (FPT) to model multi-modal scene dynamics from sparse interactions. It learns to predict the 𝘥𝘪𝘴𝘵𝘳𝘪𝘣𝘶𝘵𝘪𝘰𝘯 of motion itself 🧵👇
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Johannes Schusterbauer @joh-schb.bsky.social · 06/06/2025
Looking forward to attending #CVPR2025 in Nashville next week 🎸🎶 @mgui7.bsky.social and I will be presenting our latest work: 🌊 Diff2Flow: Training Flow Matching Models via Diffusion Model Alignment
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Johannes Schusterbauer @joh-schb.bsky.social · 08/03/2025
Sunrise in the office after the #ICCV deadline night with @mgui7.bsky.social 🚀
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CompVis - Computer Vision and Learning LMU Munich @compvis.bsky.social · 20/01/2025
www.youtube.com/watch?v=bCy6...
youtube.com
Building a New Foundation Model (Björn Ommer) | DLD25
YouTube video by DLD Conference
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Jan-Hendrik Müller @kolibril13.bsky.social · 10/01/2025
Over 60 German universities and research institutions announced their departure from X today.
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Pingchuan Ma @pima-hyphen.bsky.social · 08/01/2025
🤔When combining Vision-language models (VLMs) with Large language models (LLMs), do VLMs benefit from additional genuine semantics or artificial augmentations of the text for downstream tasks? 🤨Interested? Check out our latest work at #AAAI25: 💻Code and 📝Paper at: github.com/CompVis/DisCLIP 🧵👇
Our method pipeline
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Johannes Schusterbauer @joh-schb.bsky.social · 06/12/2024
Congrats to @frankfundel.bsky.social for publishing this work at WACV🔥 Has been a pleasure to jointly work on this topic with such a talented master student🤗 Looking forward to seeing what comes next!🚀
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Johannes Schusterbauer @joh-schb.bsky.social · 05/12/2024
Awesome work from some colleagues cleaning up diffusion features!🚀
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Sander Dieleman @sedielem.bsky.social · 28/11/2024
IMO VQGAN is why GANs deserve the NeurIPS test of time award. Suddenly our image representations were an order of magnitude more compact. Absolute game changer for generative modelling at scale, and the basis for latent diffusion models.
arxiv.org
Taming Transformers for High-Resolution Image Synthesis
Designed to learn long-range interactions on sequential data, transformers continue to show state-of-the-art results on a wide variety of tasks. In contrast to CNNs, they contain no inductive bias tha...
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Anton Obukhov @obukhov.ai · 23/11/2024
Check out my GenAI starter pack! go.bsky.app/BT1bRvZ
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Stefan Baumann @stefanabaumann.bsky.social · 20/11/2024
After many years, our lab finally has a social media presence at @compvis.bsky.social ! 🥳 Give it a follow, we have some amazing research on generative computer vision coming soon!
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Nick Stracke @rmsnorm.bsky.social · 20/11/2024
me right now..
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Sander Dieleman @sedielem.bsky.social · 15/11/2024
In a gratuitous attempt to acquire more followers myself 😁, I've made a start on a "starter pack". Hopefully as more people from 🐦 make it over to 🦋, we can extend this a bit. Suggestions welcome! I've noticed not all accounts seem to be eligible to be added, anyone know what's up with that? 🤔
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