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Roman Studer's Projects

aligned_vae_gzsl icon aligned_vae_gzsl

Implementation of the paper "Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders" for internal Project

biocycle_tracker icon biocycle_tracker

A simple sqlite database used to track experiments in an internal project

cada-vae-pytorch icon cada-vae-pytorch

Adapted implementation of the paper "Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders" (CVPR 2019). See https://github.com/edgarschnfld/CADA-VAE-PyTorch for original implementation

ce-gzsl icon ce-gzsl

Codes for the CVPR 2021 paper: Contrastive Embedding for Generalized Zero-Shot Learning

cevae icon cevae

Contrastive Embedding through Variational Auto Encoder

fhnw_ds_fs22_del_mc1 icon fhnw_ds_fs22_del_mc1

This repository is used to train a convolutional neural network to predict lung diseases in xrays (CXR8 Dataset)

fhnw_ds_fs22_stl icon fhnw_ds_fs22_stl

This repository is used to store the results of the exercises from the book "An introduction to statistical learning" for the module stl (statistical learning)

fhwn-ds-fs22-cic-mc icon fhwn-ds-fs22-cic-mc

This repository contains all necessary scripts, documents etc. for the mini-challenge in the module Cloud Infrastructure and Computing

hsva-gzsl icon hsva-gzsl

Fork of the Official PyTorch Implementation of HSVA (NeurIPS'21)

sam_batch_segmentation icon sam_batch_segmentation

This repository provides scripts for generating segmentation masks using the Segment Anything Model (SAM) from Facebook, and includes tools for identifying subdirectories in the data folder that still require annotation.

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