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Christina Zavou's Projects

3d-aae icon 3d-aae

Adversarial Autoencoders for Compact Representations of 3D Point Clouds

blog-code icon blog-code

the github code repository for my blog small code samples

deepsdf icon deepsdf

Learning Continuous Signed Distance Functions for Shape Representation

deltaencoder icon deltaencoder

This is the tensorflow implementation for the paper "Delta-encoder: an effective sample synthesis method for few-shot object recognition" https://arxiv.org/abs/1806.04734

eegdenoisenet icon eegdenoisenet

EEGdenoiseNet, a benchmark dataset, that is suited for training and testing deep learning-based EEG denoising models, as well as for comparing the performance across different models.

few-shot icon few-shot

Repository for few-shot learning machine learning projects

generative-models icon generative-models

Annotated, understandable, and visually interpretable PyTorch implementations of: VAE, BIRVAE, NSGAN, MMGAN, WGAN, WGANGP, LSGAN, DRAGAN, BEGAN, RaGAN, InfoGAN, fGAN, FisherGAN

mask_rcnn icon mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

matchingnetworks icon matchingnetworks

An attempt at replicating the Matching Networks for One Shot Learning in Tensorflow - Paper URL: https://arxiv.org/pdf/1606.04080.pdf

mesh-fusion icon mesh-fusion

Python tool for obtaining watertight meshes using TSDF fusion.

meshcnn icon meshcnn

Convolutional Neural Network for 3D meshes in PyTorch

o-cnn icon o-cnn

O-CNN: Octree-based Convolutional Neural Networks for 3D Shape Analysis

pointflow icon pointflow

PointFlow : 3D Point Cloud Generation with Continuous Normalizing Flows

pointnet icon pointnet

PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

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