kobybibas

semi_global_matching

Compute disparity map from stereo image with semi global matching algorithm.

pnml_ood_detection

Out-of-distribution detection using the pNML regret. NeurIPS2021

optical_flow_lucas_kanade

Implementation of Lucas–Kanade optical flow in Matlab.

blahut_arimoto_algorithm

Python implementation of Blahut-Arimoto algorithm for calculating the capacity of a communication channel.

co_occurrence_filter

Co Occurrence Filter Matlab implementation.

pnml_linear_regression_simulation

Python simulation for the paper https://arxiv.org/abs/1905.04708.

CryoEM_rotation_invariant

Source code for the paper

training_with_random_labels

Train Resnet on CIFAR10 dataset with option to train it with random labels

cactus

CollaborAtive ConTent UnderStanding

CloserLookFewShot

source code to ICLR'19, 'A Closer Look at Few-shot Classification'

CoDeF

Based on th official PyTorch implementation of CoDeF: Content Deformation Fields for Temporally Consistent Video Processing

deep_pnml_experiments

Python experiments for https://arxiv.org/abs/1904.12286.

dlbook_notation

LaTeX files for the Deep Learning book notation

draw-io-neural

neural network template draw.io

DreamPose

A fork of the Official implementation of "DreamPose: Fashion Image-to-Video Synthesis via Stable Diffusion"

exploring_diffusion_models

kobybibas.github.io

My presonal website

linear_networks

mixture_learner_experiments

Python experimnet for "The Predictive Mixture Learner"

mixture_of_models

odin

A simple and effective method for detecting out-of-distribution images in neural networks.

phd_research_proposal_presentation

pnml_active_learning

Library to enable Bayesian active learning in your research or labeling work.

pnml_for_active_learning

Deep Active Learning

pnml_for_dnn

Appyling pNML for deep nerual networks by purnning

pnml_linear_regression_isit_2019_latex

Latex files of the paper https://arxiv.org/abs/1905.04708.

RAVE

RAVE: Randomized Noise Shuffling for Fast and Consistent Video Editing with Diffusion Models - Official Repo

test_tube_classification

Histogram based tubes classification.

udacity_deep_learning_solutions

Solutions for Udacity deep learning course

vto-garment-collisions

Self-Supervised Collision Handling via Generative 3D Garment Models for Virtual Try-On