ChristophReich1996

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Christoph Reich ChristophReich1996

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ELLIS Ph.D. Student @ Technical University of Munich, Technische Universität Darmstadt & University of Oxford | Prev. NEC Labs

192 followers · 299 following

Technical University of Munich
Germany
12:01 (UTC +01:00)
christophreich1996.github.io
https://orcid.org/0000-0002-8616-1627
@ChristophR1996
https://scholar.google.com/citations?user=0OYstzAAAAAJ&hl=en
in/christoph-reich-7aa5911b1

Achievements

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Achievements

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Highlights

Organizations

mmdetection Public
Forked from open-mmlab/mmdetection

OpenMMLab Detection Toolbox and Benchmark

Python Apache License 2.0 Updated Aug 2, 2024
kornia Public
Forked from kornia/kornia

Geometric Computer Vision Library for Spatial AI

Python Apache License 2.0 Updated Jul 15, 2024
vision Public
Forked from pytorch/vision

Datasets, Transforms and Models specific to Computer Vision

Python BSD 3-Clause "New" or "Revised" License Updated Jul 11, 2024
Yeast-in-Microstructures-Dataset Public

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

deep-learning evaluation dataset medical-imaging segmentation evaluation-metrics cell-segmentation

Python 14 MIT License Updated Feb 21, 2024
SMURF Public

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

computer-vision optical-flow unsupervised-learning unsupervised-optical-flow

Python 20 1 Creative Commons Attribution 4.0 International Updated Jan 1, 2024
TYC-Dataset Public

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

computer-vision evaluation dataset supervised-learning optical-flow representation-learning unsupervised-learning

Python 5 2 Creative Commons Attribution 4.0 International Updated Sep 14, 2023
ECG_Classification Public

Official and maintained implementation of the paper "Exploring Novel Algorithms for Atrial Fibrillation Detection by Driving Graduate Level Education in Medical Machine Learning" (ECG-DualNet) [Phy…

machine-learning deep-learning signal-processing pytorch transformer classification pattern-recognition

Python 67 10 MIT License Updated Jul 18, 2023
MaxViT Public

PyTorch reimplementation of the paper "MaxViT: Multi-Axis Vision Transformer" [ECCV 2022].

computer-vision deep-learning pytorch transformer image-classification attention vision-transformer

Python 163 18 MIT License Updated Jul 12, 2023
pytorch-image-models Public
Forked from huggingface/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

Python Apache License 2.0 Updated Jun 16, 2023
Mode_Collapse Public

Mode collapse example of GANs in 2D (PyTorch).

visualization plot generative-adversarial-network gan 2d wasserstein-gan mode-collapse

Python 46 5 MIT License Updated Jun 4, 2023
OSS-Net Public

Official and maintained implementation of the paper "OSS-Net: Memory Efficient High Resolution Semantic Segmentation of 3D Medical Data" [BMVC 2021].

computer-vision deep-learning pytorch medical-imaging segmentation semantic-segmentation 3d-vision

Python 27 2 MIT License Updated Apr 17, 2023
mmsegmentation Public
Forked from open-mmlab/mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

Python Apache License 2.0 Updated Feb 20, 2023
Scaling_Vision_Transformers_22B_Param Public

Reimplementation of the paper "Scaling Vision Transformers to 22 Billion Parameters" by Dehghani et al. [arXiv, 2023]

2 Updated Feb 19, 2023
Swin-Transformer-V2 Public

PyTorch reimplementation of the paper "Swin Transformer V2: Scaling Up Capacity and Resolution" (CVPR 2022)

computer-vision deep-learning pytorch transformer attention vision-transformer swin-transformer

Python 205 19 MIT License Updated Sep 11, 2022
myh264 Public
Forked from Alex-q-z/myh264

[MLSys '22 artifact] an incremental x264 video encoder for video analytics

C Updated Aug 29, 2022
Optical-Flow-Visualization-PyTorch Public

PyTorch implementation of the classical optical flow visualization by Baker et al. [ICCV 2007].

visualization flow motion pytorch color-wheel optical-flow

Python 39 3 MIT License Updated Aug 3, 2022
gluon-cv Public
Forked from dmlc/gluon-cv

Gluon CV Toolkit

Python Apache License 2.0 Updated Jul 22, 2022
activation Public

Library for activation functions implemented in Triton/PyTorch

MIT License Updated Jun 8, 2022
UniFormer Public
Forked from Sense-X/UniFormer

[ICLR2022] official implementation of UniFormer

Python Apache License 2.0 Updated Jun 2, 2022
SmeLU Public

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

deep-learning neural-network activation-functions

Python 22 2 MIT License Updated Apr 13, 2022
SmeLU-Triton Public

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

deep-learning triton nerual-network activation-functions

Python 7 MIT License Updated Apr 11, 2022
Pade-Activation-Unit Public

PyTorch reimplementation of the paper "Padé Activation Units: End-to-end Learning of Flexible Activation Functions in Deep Networks" [ICLR 2020].

deep-neural-networks deep-learning neural-network pau activation-functions

Python 7 2 MIT License Updated Apr 7, 2022
Multi-StyleGAN Public

Official and maintained implementation of the paper "Multi-StyleGAN: Towards Image-Based Simulation of Time-Lapse Live-Cell Microscopy" [MICCAI 2021].

deep-learning synthetic-biology generative-adversarial-network gan miccai style-gan miccai-2021

Python 11 3 MIT License Updated Mar 28, 2022
Cell-DETR Public

Official and maintained implementation of the paper "Attention-Based Transformers for Instance Segmentation of Cells in Microstructures" [BIBM 2020].

deep-learning synthetic-biology transformer attention cell-segmentation instance-segmentation system-biology

Python 107 25 MIT License Updated Mar 28, 2022
FNet2D Public

FNet 2D: Scaling Fourier Transform Token Mixing To Vision

computer-vision deep-learning image-classification cifar10 fourier-transform

Python 7 2 MIT License Updated Mar 28, 2022
DeepFoveaPP_for_Video_Reconstruction_and_Super_Resolution Public

DeepFovea++: Reconstruction and Super-Resolution for Natural Foveated Rendered Videos (PyTorch).

deep-learning neural-network pytorch super-resolution fovea deformable-convolutional-networks video-super-resolution

Python 10 1 MIT License Updated Mar 28, 2022
3D_Baggage_Segmentation Public

This repo implements a 3D segmentation task for an airport baggage dataset.

Python 3 2 MIT License Updated Mar 28, 2022
Elektronik_Formelsammlung_TUD Public

Formelsammlung für das Modul Elektronik (TU Darmstadt).

electronics cheatsheet formelsammlung

1 MIT License Updated Mar 28, 2022
HyperMixer Public

PyTorch reimplementation of the paper "HyperMixer: An MLP-based Green AI Alternative to Transformers" [arXiv 2022].

nlp machine-learning computer-vision deep-learning mixer

Python 18 MIT License Updated Mar 28, 2022
Involution Public

PyTorch reimplementation of the paper "Involution: Inverting the Inherence of Convolution for Visual Recognition" (2D and 3D Involution) [CVPR 2021].

machine-learning computer-vision deep-learning pytorch visual-recognition involution cvpr2021

Python 105 22 MIT License Updated Mar 28, 2022

Christoph Reich ChristophReich1996

Achievements

Achievements

Highlights

Organizations

mmdetection Public

Uh oh!

kornia Public

Uh oh!

vision Public

Uh oh!

Yeast-in-Microstructures-Dataset Public

Uh oh!

SMURF Public

Uh oh!

TYC-Dataset Public

Uh oh!

ECG_Classification Public

Uh oh!

MaxViT Public

Uh oh!

pytorch-image-models Public

Uh oh!

Mode_Collapse Public

Uh oh!

OSS-Net Public

Uh oh!

mmsegmentation Public

Uh oh!

Scaling_Vision_Transformers_22B_Param Public

Uh oh!

Swin-Transformer-V2 Public

Uh oh!

myh264 Public

Uh oh!

Optical-Flow-Visualization-PyTorch Public

Uh oh!

gluon-cv Public

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activation Public

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UniFormer Public

Uh oh!

SmeLU Public

Uh oh!

SmeLU-Triton Public

Uh oh!

Pade-Activation-Unit Public

Uh oh!

Multi-StyleGAN Public

Uh oh!

Cell-DETR Public

Uh oh!

FNet2D Public

Uh oh!

DeepFoveaPP_for_Video_Reconstruction_and_Super_Resolution Public

Uh oh!

3D_Baggage_Segmentation Public

Uh oh!

Elektronik_Formelsammlung_TUD Public

Uh oh!

HyperMixer Public

Uh oh!

Involution Public

Uh oh!