Om Khangaonkar

gen2seg: Generative Models Enable Generalizable Instance Segmentation

By pretraining to synthesize coherent images from perturbed inputs, generative models inherently learn to understand object boundaries and scene compositions. How can we repurpose these generative representations for general-purpose perceptual organization? We finetune Stable Diffusion and MAE (enc…