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Luca De Luigi

2 accepted papers

2023

Deep Learning on Implicit Neural Representations of Shapes

ICLR 2023poster

Implicit Neural Representations (INRs) have emerged in the last few years as a powerful tool to encode continuously a variety of different signals like images, videos, audio and 3D shapes. When applied to 3D shapes, INRs allow to overcome the fragmentation and shortcomings of the popular discrete r…

Cited by 56SourcePDFScholar
2023

DrapeNet: Garment Generation and Self-Supervised Draping

CVPR 2023poster

Recent approaches to drape garments quickly over arbitrary human bodies leverage self-supervision to eliminate the need for large training sets. However, they are designed to train one network per clothing item, which severely limits their generalization abilities. In our work, we rely on self-super…