Tapas Kumar Dutta

SketchFusion: Learning Universal Sketch Features through Fusing Foundation Models

While foundation models have revolutionised computer vision, their effectiveness for sketch understanding remains limited by the unique challenges of abstract, sparse visual inputs. Through systematic analysis, we uncover two fundamental limitations: Stable Diffusion (SD) struggles to extract meanin…