no code implementations • 8 Feb 2024 • Wamiq Reyaz Para, Abdelrahman Eldesokey, Zhenyu Li, Pradyumna Reddy, Jiankang Deng, Peter Wonka
To the best of our knowledge, our approach is the first to introduce multi-modal conditioning to 3D avatar generation and editing.
no code implementations • 29 May 2022 • Wamiq Reyaz Para, Paul Guerrero, Niloy Mitra, Peter Wonka
Scalable generation of furniture layouts is essential for many applications in virtual reality, augmented reality, game development and synthetic data generation.
no code implementations • NeurIPS 2021 • Wamiq Reyaz Para, Shariq Farooq Bhat, Paul Guerrero, Tom Kelly, Niloy Mitra, Leonidas Guibas, Peter Wonka
Sketches can be represented as graphs, with the primitives as nodes and the constraints as edges.
no code implementations • 9 May 2018 • John Femiani, Wamiq Reyaz Para, Niloy Mitra, Peter Wonka
Specifically, we propose a MULTIFACSEGNET architecture to assign multiple labels to each pixel, a SEPARABLE architecture as a low-rank formulation that encourages extraction of rectangular elements, and a COMPATIBILITY network that simultaneously seeks segmentation across facade element types allowing the network to 'see' intermediate output probabilities of the various facade element classes.