1 code implementation • 24 May 2023 • Yuval Alaluf, Elad Richardson, Gal Metzer, Daniel Cohen-Or
We observe that one can significantly improve the convergence and visual fidelity of the concept by introducing a textual bypass, where our neural mapper additionally outputs a residual that is added to the output of the text encoder.
1 code implementation • 23 Mar 2023 • Dana Cohen-Bar, Elad Richardson, Gal Metzer, Raja Giryes, Daniel Cohen-Or
We show that using proxies allows a wide variety of editing options, such as adjusting the placement of each independent object, removing objects from a scene, or refining an object.
1 code implementation • 3 Feb 2023 • Elad Richardson, Gal Metzer, Yuval Alaluf, Raja Giryes, Daniel Cohen-Or
In this paper, we present TEXTure, a novel method for text-guided generation, editing, and transfer of textures for 3D shapes.
2 code implementations • CVPR 2023 • Gal Metzer, Elad Richardson, Or Patashnik, Raja Giryes, Daniel Cohen-Or
This unique combination of text and shape guidance allows for increased control over the generation process.
Ranked #3 on Text to 3D on T$^3$Bench
no code implementations • 11 Oct 2022 • William Gao, April Wang, Gal Metzer, Raymond A. Yeh, Rana Hanocka
We present TetGAN, a convolutional neural network designed to generate tetrahedral meshes.
1 code implementation • 5 Jan 2022 • Meitar Shechter, Rana Hanocka, Gal Metzer, Raja Giryes, Daniel Cohen-Or
In this work, we opt to learn the weighting function, by training a neural network on the control points from a single input shape, and exploit the innate smoothness of neural networks.
1 code implementation • 30 May 2021 • Gal Metzer, Rana Hanocka, Raja Giryes, Niloy J. Mitra, Daniel Cohen-Or
We present a technique for visualizing point clouds using a neural network.
1 code implementation • 4 May 2021 • Gal Metzer, Rana Hanocka, Denis Zorin, Raja Giryes, Daniele Panozzo, Daniel Cohen-Or
In the global phase, we propagate the orientation across all coherent patches using a dipole propagation.
1 code implementation • 14 Aug 2020 • Gal Metzer, Rana Hanocka, Raja Giryes, Daniel Cohen-Or
We introduce a novel technique for neural point cloud consolidation which learns from only the input point cloud.
2 code implementations • 22 May 2020 • Rana Hanocka, Gal Metzer, Raja Giryes, Daniel Cohen-Or
We optimize the network weights to deform an initial mesh to shrink-wrap a single input point cloud.