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Fabian Hörst's Projects

clam icon clam

Data-efficient and weakly supervised computational pathology on whole slide images - Nature Biomedical Engineering

deepxi icon deepxi

Deep Xi: A deep learning approach to a priori SNR estimation implemented in TensorFlow 2/Keras. For speech enhancement and robust ASR.

hipt icon hipt

Hierarchical Image Pyramid Transformer

lucid icon lucid

A collection of infrastructure and tools for research in neural network interpretability.

models icon models

Models and examples built with TensorFlow

nuclei.io icon nuclei.io

nuclei.io: Human-in-the-loop active learning framework for pathology image analysis

patch-gcn icon patch-gcn

Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021

python-template icon python-template

Python Template with some initial setups for code style and linting, as well as pre-commit checks

pytorch-image-models icon pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

slim icon slim

Interoperable zero-footprint slide microscopy viewer for thin clients

transformers icon transformers

🤗 Transformers: State-of-the-art Natural Language Processing for Pytorch, TensorFlow, and JAX.

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