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Shai's Projects

amg icon amg

Matlab code for Algebraic Multi-Grid (AMG) graph coarsening.

ann_wrapper icon ann_wrapper

Matlab class providing interface to ANN library of David Mount and Sunil Arya.

caffe icon caffe

Caffe: a fast open framework for deep learning.

diffusers_ddim_inversion icon diffusers_ddim_inversion

A simple example for using `DDIMInverseScheduler` for inverting an input image to StableDiffusion's latent space

dino icon dino

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

discrete_multiscale icon discrete_multiscale

Matlab code implementing discrete multiscale optimization presented in: Shai Bagon and Meirav Galun A Unified Multiscale Framework for Discrete Energy Minimization (arXiv'2012), and Shai Bagon and Meirav Galun A Multiscale Framework for Challenging Discrete Optimization (NIPS Workshop on Optimization for Machine Learning 2012).

gcmex icon gcmex

Matlab wrapper to Veksler, Boykov, Zabih and Kolmogorov's implementation of Graph Cut algorithm. Use the following citation if you use this software. There is a simple example of image segmentation using GraphCuts.

large_scale_cc icon large_scale_cc

Matlab code implementing optimization algorithms presented in: Shai Bagon and Meirav Galun Large Scale Correlation Clustering Optimization (arXiv'2011).

lucent icon lucent

Lucid library adapted for PyTorch

multilabel_submodular icon multilabel_submodular

Matlab code implementing the method of Schlesinger and Flach to obtain global minimum for multilabel submodular pair-wise energies.

opencv icon opencv

Open Source Computer Vision Library

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

r2d2 icon r2d2

Recurrent residual nets

robustpn icon robustpn

Matlab wrapper to Lubor Ladicky, Pushmeet Kohli and Philip Torr's Minimizing Robust Higher Order Potentials using Move Making Algorithms.

sfb_3drec_matlab icon sfb_3drec_matlab

A Matlab implementation of dense 3D reconstruction method of Simakov, Frolova and Basri (ICCV, 2003)

sketch_the_common icon sketch_the_common

Matlab implementing the sketching part of Shai Bagon, Or Brostovsky, Meirav Galun and Michal Irani's Detecting and Sketching the Common (CVPR 2010).

theano icon theano

Optimizing GPU-meta-programming code generating array oriented optimizing math compiler in Python

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