Top repositories
1
Swin-Transformer-V2
PyTorch reimplementation of the paper "Swin Transformer V2: Scaling Up Capacity and Resolution" [CVPR 2022].Python
141
2
MaxViT
PyTorch reimplementation of the paper "MaxViT: Multi-Axis Vision Transformer" [arXiv 2022].Python
135
3
Involution
PyTorch reimplementation of the paper "Involution: Inverting the Inherence of Convolution for Visual Recognition" (2D and 3D Involution) [CVPR 2021].Python
101
4
Cell-DETR
Official and maintained implementation of the paper "Attention-Based Transformers for Instance Segmentation of Cells in Microstructures" [BIBM 2020].Python
88
5
Semantic_Pyramid_for_Image_Generation
PyTorch reimplementation of the paper: "Semantic Pyramid for Image Generation" [CVPR 2020].Python
46
6
Mode_Collapse
Mode collapse example of GANs in 2D (PyTorch).Python
30
7
ECG_Classification
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) [Physiological Measurement 2022].Python
27
8
OSS-Net
Official and maintained implementation of the paper "OSS-Net: Memory Efficient High Resolution Semantic Segmentation of 3D Medical Data" [BMVC 2021].Python
24
9
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].Python
17
10
ToeffiPy
ToeffiPy is a PyTorch like autograd/deep learning library based only on NumPy.Python
16
11
Dirac-GAN
PyTorch reimplementation of the DiracGAN proposed in the paper "Which Training Methods for GANs do actually Converge?" [ICML 2018].Python
16
12
Optical-Flow-Visualization-PyTorch
PyTorch implementation of the classical optical flow visualization by Baker et al. [ICCV 2007].Python
13
13
HyperMixer
PyTorch reimplementation of the paper "HyperMixer: An MLP-based Green AI Alternative to Transformers" [arXiv 2022].Python
13
14
Multi-StyleGAN
Official and maintained implementation of the paper "Multi-StyleGAN: Towards Image-Based Simulation of Time-Lapse Live-Cell Microscopy" [MICCAI 2021].Python
10
15
DeepFoveaPP_for_Video_Reconstruction_and_Super_Resolution
DeepFovea++: Reconstruction and Super-Resolution for Natural Foveated Rendered Videos (PyTorch).Python
10
16
FNet2D
FNet 2D: Scaling Fourier Transform Token Mixing To VisionPython
7
17
Differentiable_JPEG
This repo reimplements the differentiable JPEG proposed in "JPEG-resistant Adversarial Images".Python
6
18
Yeast-in-Microstructures-Dataset
Official and maintained implementation of the dataset paper "An Instance Segmentation Dataset of Yeast Cells in Microstructures" [EMBC 2023].Python
6
19
Pade-Activation-Unit
PyTorch reimplementation of the paper "Padé Activation Units: End-to-end Learning of Flexible Activation Functions in Deep Networks" [ICLR 2020].Python
5
20
Scaling_Vision_Transformers_22B_Param
Reimplementation of the paper "Scaling Vision Transformers to 22 Billion Parameters" by Dehghani et al. [arXiv, 2023]
3
21
DL4NLP_Cheatsheet_TUD
Cheatsheet for the lecture Deep Learning for Natural Language Processing at TU Darmstadt
3
22
3D_Baggage_Segmentation
This repo implements a 3D segmentation task for an airport baggage dataset.Python
2
23
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].Python
2
24
simple_logistic_regression
Simple logistic regression model with autograd for Statistics IIPython
1
25
CV2_Cheatsheet_TUD
Cheatsheet for the lecture Computer Vision at TU Darmstadt
1
26
Latex_Auto_Compile
Short python script for auto compiling Latex files.Python
1
27
Elektronik_Formelsammlung_TUD
Formelsammlung für das Modul Elektronik (TU Darmstadt).
1
28
Neural_Network_cpp
Neural network from scratch in C++.C++
1