Olaf Dünkel

Olaf Dünkel

oduenkel.bsky.social

ELLIS PhD @ MPI & Oxford - Generative Models for Vision https://odunkel.github.io/

👤 Joined on 30 December 2024

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  • 30 Ara 2024, 14:27
    🎉 Bluesky'e katıldı - İlk kullanıcı adı: @oduenkel.bsky.social

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#ECCV2026 paper: A scalar per patch from pre-trained ViTs enables fast moving navigation in the real world 966 *REAL* nav episodes (!!) performed by S. Janny with Dino-v3, Dino-v2, DUNE, VC1, AM-RADIO encoders show that patch features can be bottlenecked to 1 value ➡️ affordances emerge. 1/8

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Science where it’s rarely present: “Heimspiel Wissenschaft” brings researchers back to their rural homes to talk about their work. @oduenkel.bsky.social spoke in Boxberg-Schwabhausen on generative AI. 86 attendees in a village of ~600 people, plus a lively Q&A.🎓 ↪️https://sic.link/heimspiel

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How useful are self-generated 'mental images' (visual aids) in MLLM/UMM reasoning? Turns out: currently not very. Visualizations have small errors that compound in multi-step problems, and models often ignore correct visual aids in their decision making.

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03 February 2026 19:39

Can AI reason by “imagining” — not just by seeing or reading? We introduce Mentis Oculi, a benchmark for machine mental imagery: multi-step visual puzzles that require maintaining and updating visual states over time. 📄 arxiv.org/abs/2602.02465 🌐 jana-z.github.io/mentis-oculi/ 🧵⬇️

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ICCV 2025 🌺 Aloha from Hawaii! MPI-INF (D2) is presenting 4 papers this year (one Highlight). Thread 👇

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