Yasmine Omri

GaussianVision: Vision-Language Alignment from Compressed Image Representations using 2D Gaussian Splatting

Modern vision-language pipelines are driven by RGB vision encoders trained on massive image-text corpora. While these pipelines have enabled impressive zero-shot capabilities and strong transfer across tasks, they still inherit two structural inefficiencies from the pixel domain: (i) transmitting de