DropCompute: simple and more robust distributed synchronous training via compute variance reduction

1 code implementation • NeurIPS 2023 • Niv Giladi, Shahar Gottlieb, Moran Shkolnik, Asaf Karnieli, Ron Banner, Elad Hoffer, Kfir Yehuda Levy, Daniel Soudry

Thus, these methods are limited by the delays caused by straggling workers.

DeepShadow: Neural Shape from Shadow

1 code implementation • 28 Mar 2022 • Asaf Karnieli, Ohad Fried, Yacov Hel-Or

We show that the self and cast shadows not only do not disturb 3D reconstruction, but can be used alone, as a strong learning signal, to recover the depth map and surface normals.

3D Reconstruction