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Professor, University Of Copenhagen 🇩🇰 PI @belongielab.org 🕵️‍♂️ Director @aicentre.dk 🤖 President @ellis.eu 🇪🇺 Formerly: Cornell, Google, UCSD #ComputerVision #MachineLearning
Serge Belongie









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Project: metafine.github.io Code: github.com/Hiangx-robot... Preprint: arxiv.org/abs/2605.19986 (4/4)
🎓 Announcing the 1st Bath Summer School in Machine Learning 📅 5–7 August 2026 | 📍 University of Bath Topics: ODEs/SDEs, Bayesian methods, Self-Supervised Learning, World Models Open to PhDs, postdocs & staff at EU/UK universities www.bathmlsummerschool.org
26d
1mo
A compositional meta-evaluation framework that disentangles robotic manipulation into understanding, perception, and behavior, revealing hidden bottlenecks in vision-language-action models.
metafine.github.io
MetaFine — Diagnosing Fine-Grained Robotic Manipulation Beyond Binary Success
FAQ on NeurIPS Europe: NeurIPS Europe is an official NeurIPS 2026 satellite event taking place in Paris, France, alongside the main conference in Sydney and the other satellite event in Atlanta. NeurIPS authors can present their papers at any of the three locations, subject to space availability.
🌍 25 years of enabling open access to biodiversity data. 🤝 25 years of global collaboration. 🌱 25 years of supporting research and policy worldwide. 🥳 🎂 We’re celebrating 25 years of GBIF on #InternationalDayForBiologicalDiversity, made possible by our incredible network. 💚 #BiodiversityDay
Serge Belongie
Oisin Mac Aodha
Instead of relying on binary success rates, MetaFine disentangles manipulation competency into understanding, perception, and controlled behavior, revealing hidden failure modes in current VLA and robotic policies. (2/4)