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Christoph Reich's Projects

smelu icon smelu

PyTorch reimplementation of the Smooth ReLU activation function proposed in the paper "Real World Large Scale Recommendation Systems Reproducibility and Smooth Activations" [arXiv 2022].

smelu-triton icon smelu-triton

Triton reimplementation of the Smooth ReLU activation function proposed in the paper "Real World Large Scale Recommendation Systems Reproducibility and Smooth Activations" [arXiv 2022].

smurf icon smurf

PyTorch port (inference only) of the paper "SMURF: Self-Teaching Multi-Frame Unsupervised RAFT with Full-Image Warping" [CVPR 2021].

swin-transformer-v2 icon swin-transformer-v2

PyTorch reimplementation of the paper "Swin Transformer V2: Scaling Up Capacity and Resolution" [CVPR 2022].

toeffipy icon toeffipy

ToeffiPy is a PyTorch like autograd/deep learning library based only on NumPy.

tyc-dataset icon tyc-dataset

Official and maintained implementation of the dataset paper "The TYC Dataset for Understanding Instance-Level Semantics and Motions of Cells in Microstructures" [ICCVW 2023].

uniformer icon uniformer

[ICLR2022] official implementation of UniFormer

vision icon vision

Datasets, Transforms and Models specific to Computer Vision

yeast-in-microstructures-dataset icon yeast-in-microstructures-dataset

Official and maintained implementation of the dataset paper "An Instance Segmentation Dataset of Yeast Cells in Microstructures" [EMBC 2023].

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