Improving SAM's robustness to low-quality images using generative Diffusion. Abstract: Despite their success, Segment Anything Models (SAMs) experience significant performance drops on severely ...
Virtual try-on focuses on transferring garment images onto target human images. Despite advancements in diffusion-based try-on models, existing methods face limitations, including the loss of human ...
Abstract: We propose a new framework for conditional image synthesis from semantic layouts of any precision levels, ranging from pure text to a 2D semantic canvas with precise shapes. More ...