membrane segmentation in 3D for cryo-ET

A Python GUI-based framework for segmentation, tracking and cell cycle annotations of microscopy data

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

Official pytorch repository for "Diffusion Posterior Sampling for General Noisy Inverse Problems"

Code release for the paper Generative Modeling With Inverse Heat Dissipation

Official PyTorch implementation of the paper Progressive Deblurring of Diffusion Models for Coarse-to-Fine Image Synthesis.

modular domain generalization: https://pypi.org/project/domainlab/

Dataset EXploration & Processing

A collection of resources and papers on Diffusion Models

Explanation to key concepts in ML

A playbook for systematically maximizing the performance of deep learning models.

An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites

🧸 A Hugo theme based on »Bear Blog«. Free, no-nonsense, super-fast blogging. This theme now includes a dark color scheme to support dark mode 🦉 ⬛️!

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gan…

Perform data science on data that remains in someone else's server

Notes, material and various stuff collected while attended TUM Master's Degree