Presentation
SwiftSketch: A Diffusion Model for Image-to-Vector Sketch Generation
SessionDiffusion & Generation
DescriptionSwiftSketch, a diffusion-based model with a transformer-decoder, generates high-quality vector sketches from images in under a second. It progressively denoises stroke coordinates sampled from a Gaussian distribution, effectively generalizing across various object classes. Training uses the ControlSketch Dataset, a new synthetic high-quality image-sketch pairs created by our ControlSketch optimization method.
Event Type
Technical Paper
TimeWednesday, 13 August 20259:50am - 10:00am PDT
LocationWest Building, Rooms 211-214
ACM Digital Library
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Conference Papers' PDFs
Session Time & Location
Sunday, 10 August 20256:00pm - 8:45pm PDTWest Building, Ballroom AB
Wednesday, 13 August 20259:00am - 10:30am PDTWest Building, Rooms 211-214
Research & Education
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