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Anton Obukhov

@obukhov.ai

1.1K followers 182 following 42 posts

Research Scientist in Computer Vision and Generative AI

Anton Obukhov @obukhov.ai · 16/12/2025

🌐 Web: hf.co/spaces/prs-e... 📕 Paper: hf.co/papers/2512.... 🐙 Code: github.com/prs-eth/ster... 🤗 Demo: hf.co/spaces/tosha... 🤗 Weights: hf.co/prs-eth/ster... By ETHZ (Tjark, @bingxinke.bsky.social, , Konrad), University of Bologna (Fabio, @mattpoggi.bsky.social), HUAWEI Bayer Lab (@obukhov.ai)

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Anton Obukhov @obukhov.ai · 16/12/2025

Introducing StereoSpace -- our new end-to-end method for turning photos into stereo images without explicit geometry or depth maps. This makes it especially robust with thin structures and transparencies. Try the demo below

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Anton Obukhov @obukhov.ai · 11/12/2025

Introducing WindowSeat - our new method for removing reflections from photos taken through windows, on planes, in malls, offices, and other glass-filled environments. Try it with your own photos in this demo: huggingface.co/spaces/tosha...

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Anton Obukhov @obukhov.ai · 15/05/2025

New modalities include surface normals and intrinsic decompositions like albedo, material properties (roughness, metallicity), and lighting decompositions. Marigold proves to be an efficient fine-tuning protocol that generalizes across image analysis tasks.

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Anton Obukhov @obukhov.ai · 15/05/2025

Big Marigold update! Last year, we showed how to turn Stable Diffusion 2 into a SOTA depth estimator with a few synthetic samples and 2–3 days on just 1 GPU. Today's release features: 🏎️ 1-step inference 🔢 New modalities 🫣 High resolution 🧨 Diffusers support 🕹️ New demos 🧶👇

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Anton Obukhov @obukhov.ai · 28/02/2025

RollingDepth rolls into Nashville for #CVPR2025! 🎸

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Anton Obukhov @obukhov.ai · 04/02/2025

MDEC Challenge update! The 4th Monocular Depth Estimation Workshop at #CVPR2025 will be accepting submissions in two phases: 🚀 Dev phase: Feb 1 - Mar 1 🎯 Final phase: Mar 1 - Mar 21 Website: jspenmar.github.io/MDEC/ 🌐 Codalab: codalab.lisn.upsaclay.fr/competitions... Bring your best depth!

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Anton Obukhov @obukhov.ai · 31/01/2025

Update about the 4th Monocular Depth Estimation Workshop at #CVPR2025: 🎉 Website is LIVE: jspenmar.github.io/MDEC/ 🎉 Keynotes: Peter Wonka, Yiyi Liao, and Konrad Schindler 🎉 Challenge updates: new prediction types, baselines & metrics

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Anton Obukhov @obukhov.ai · 21/12/2024

The 4th Monocular Depth Estimation Challenge (MDEC) is coming to #CVPR2025, and I’m excited to join the org team! After 2024’s breakthroughs in monodepth driven by generative model advances in transformers and diffusion, this year's focus is on OOD generalization and evaluation.

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Anton Obukhov @obukhov.ai · 19/12/2024

Introducing ⇆ Marigold-DC — our training-free zero-shot approach to monocular Depth Completion with guided diffusion! If you have ever wondered how else a long denoising diffusion schedule can be useful, we have an answer for you! Details 🧵

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Anton Obukhov @obukhov.ai · 02/12/2024

Introducing 🛹 RollingDepth 🛹 — a universal monocular depth estimator for arbitrarily long videos! Our paper, “Video Depth without Video Models,” delivers exactly that, setting new standards in temporal consistency. Check out more details in the thread 🧵

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