no code implementations • 29 Mar 2023 • Leo Sampaio Ferraz Ribeiro, Moacir Antonelli Ponti
Sketch-an-Anchor is a novel method to train state-of-the-art Zero-shot Sketch-based Image Retrieval (ZSSBIR) models in under an epoch.
1 code implementation • 6 Sep 2021 • Moacir Antonelli Ponti, Fernando Pereira dos Santos, Leo Sampaio Ferraz Ribeiro, Gabriel Biscaro Cavallari
Training deep neural networks may be challenging in real world data.
1 code implementation • 16 Aug 2021 • Leo Sampaio Ferraz Ribeiro, Tu Bui, John Collomosse, Moacir Ponti
Scene Designer is a novel method for searching and generating images using free-hand sketches of scene compositions; i. e. drawings that describe both the appearance and relative positions of objects.
1 code implementation • CVPR 2020 • Leo Sampaio Ferraz Ribeiro, Tu Bui, John Collomosse, Moacir Ponti
Sketchformer is a novel transformer-based representation for encoding free-hand sketches input in a vector form, i. e. as a sequence of strokes.