Suprosanna Shit

Postdoc, University of Zurich

2 papers at NeurIPS 2025

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Poster Session 1

Wednesday, December 3, 2025 · 11:00 AM → 2:00 PM

Energy Matching: Unifying Flow Matching and Energy-Based Models for Generative Modeling

#3713 · Michal Balcerak, Tamaz Amiranashvili, Antonio Terpin, Suprosanna Shit, Lea Bogensperger, Sebastian Kaltenbach, Petros Koumoutsakos, Bjoern Menze

Energy Matching unifies flow matching and energy-based models in a single time-independent scalar field, enabling efficient transport from noise to data while retaining explicit likelihood information for flexible, high-quality generation.

Poster Session 2

1 paper

Wednesday, December 3, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

Better Tokens for Better 3D: Advancing Vision-Language Modeling in 3D Medical Imaging

#1702 · Ibrahim Ethem Hamamci, Sezgin Er, Suprosanna Shit, Hadrien Reynaud, Dong Yang, Pengfei Guo, Marc Edgar, Daguang Xu, Bernhard Kainz, Bjoern Menze