I am an undergraduate student at University of Chicago majoring in mathematics. My research interests lie in the intersections of computer vision, graphics and deep learning. I am fortunate to work with Professor Rana Hanocka and Professor Michael Maire.
Text2Mesh: Text-Driven Neural Stylization for Meshes
Oscar Michel*, Roi Bar On*, Richard Liu*, Sagie Benaim, Rana Hanocka
CVPR 2022 (Oral)
We achieve language driven stylization of a 3D object by encoding color and geometric displacements over the object’s surface with a neural network. A differential renderer enables training the network to produce a style that has similar CLIP embeddings to the text prompt.