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Roozbeh Sanaei's Projects

3d-pose-baseline icon 3d-pose-baseline

A simple baseline for 3d human pose estimation in tensorflow. Presented at ICCV 17.

3d_model_retriever icon 3d_model_retriever

Experimenting with a newly published deep learning paper and how it can be used for content-based 3D model retrieval. (info retrieval for CAD)

3dshapecontexts icon 3dshapecontexts

Accompanying source code for my 2003 paper 3D Shape Matching with 3D Shape Contexts

absvit icon absvit

Official code for "Top-Down Visual Attention from Analysis by Synthesis" (CVPR 2023 highlight)

acuiti icon acuiti

Icon Matching with Shape Context Descriptors.

alignet icon alignet

code to train a neural network to align pairs of shapes without needing ground truth warps for supervision

ann-visualizer icon ann-visualizer

A python library for visualizing Artificial Neural Networks (ANN)

awesome-semantic-segmentation-pytorch icon awesome-semantic-segmentation-pytorch

Semantic Segmentation on PyTorch (include FCN, PSPNet, Deeplabv3, Deeplabv3+, DANet, DenseASPP, BiSeNet, EncNet, DUNet, ICNet, ENet, OCNet, CCNet, PSANet, CGNet, ESPNet, LEDNet, DFANet)

basic-deep-learning icon basic-deep-learning

This collection aims to gather blogs and online materials on basic deep learning concepts

bayeformers icon bayeformers

General API for Deep Bayesian Variational Inference by Backpropagation. The repository has been designed to work with Transformers like architectures. Compatible with the HuggingFace Transformers models.

bayesian-structure-learning icon bayesian-structure-learning

Search of an optimal Bayesian Network, assessing its best fit to a dataset, via an objective scoring function. Created at Stanford University, by Pablo Rodriguez Bertorello

bpl icon bpl

Bayesian Program Learning model for one-shot learning

c-algorithms icon c-algorithms

A library of common data structures and algorithms written in C.

caffe icon caffe

Caffe: a fast open framework for deep learning.

causal-unsupervised-segmentation icon causal-unsupervised-segmentation

Official PyTorch Implementation code for realizing the technical part of Causal Unsupervised Semantic sEgmentation (CAUSE) to improve performance of unsupervised semantic segmentation. (Under Review)

causalfs icon causalfs

An open-source package of causal feature selection and causal (Bayesian network) structure learning (C/C++ version)

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