SKED: Sketch-guided Text-based 3D Editing
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Description: Or Perel's personal page.
I am a Research Engineer at NVIDIA, Toronto AI Lab . I recently worked as an Applied Scientist at Amazon Rekognition . Before that I was a Research Engineer at Autodesk . Previously I was a System Architect and a Software Engineer at Ofek, IAF . I’m a M.Sc. graduate of Computer Sciences in Tel Aviv University, under the supervision of Prof. Daniel Cohen-Or . I received my B.Sc. in Electrical Engineering & Computer Sciences from Tel Aviv University. I am also a Mamram Alumni.
My research field is in computer vision & graphics. My most recent research interests are around 3D deep learning, neural representations and adapting them to creative tools. I am also a Geometric Algebra enthusiast.
Text-to-image diffusion models are gradually introduced into computer graphics, recently enabling the development of Text-to-3D pipelines in an open domain. However, for interactive editing purposes, local manipulations of content through a simplistic textual interface can be arduous. Incorporating user guided sketches with Text-to-image pipelines offers users more intuitive control. Still, as state-of-the-art Text-to-3D pipelines rely on optimizing Neural Radiance Fields (NeRF) through gradients from arbit
SKED: Sketch-guided Text-based 3D Editing
Aryan's homepage