Savya Khosla

PhD student, University of Illinois Urbana-Champaign

1 paper at NeurIPS 2025

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Poster Session 6

1 paper

Friday, December 5, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

REN: Fast and Efficient Region Encodings from Patch-Based Image Encoders

#4614 · Savya Khosla, Sethuraman T V, Barnett Lee, Alex Schwing, Derek Hoiem

REN extracts object-centric region tokens from frozen vision features using point prompts—no segmentation needed. It’s 60× faster and 35× lighter than SAM, with strong performance across tasks.