Bush House

Visual Understanding Research Group

Advancing Computer Vision and Machine Learning with limited supervision

Welcome to VISURG. Led by Dr. Luis C. Garcia Peraza Herrera, our lab focuses on pushing the boundaries of machine perception, developing robust AI systems capable of deep visual understanding even when annotated data is scarce.

Explore our code on GitHub
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April 2026

Our paper "Can LLM-Generated Text Empower Surgical Vision-Language Pre-training?" was accepted to the AI4RWC Workshop at CVPR 2026 for an Oral Presentation! Read the preprint.

March 2026

New journal publication in IEEE Transactions on Medical Imaging: "Average Calibration Losses for Reliable Uncertainty in Medical Image Segmentation".

February 2026

Three papers (BTTF, PL-Stitch, and LEMON) accepted to CVPR 2026!