involution

There are 0 repository under involution topic.

d-li14 / involution
[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator
involution operator pytorch image-classification object-detection instance-segmentation semantic-segmentation cvpr2021 pre-trained-model
Language:Python 1305
ChristophReich1996 / Involution
PyTorch reimplementation of the paper "Involution: Inverting the Inherence of Convolution for Visual Recognition" (2D and 3D Involution) [CVPR 2021].
involution deep-learning computer-vision machine-learning 2d-involution visual-recognition pytorch 3d-involution cvpr2021
Language:Python 104
shikishima-TasakiLab / Involution-PyTorch
Unofficial PyTorch reimplemention of the paper "Involution: Inverting the Inherence of Convolution for Visual Recognition" [CVPR 2021].
machine-learning computer-vision deep-learning pytorch visual-recognition involution cvpr2021 2d-involution cuda cpp openmp apex torchscript
Language:C++ 21
Abacus
foo123 / Abacus
Advanced Combinatorics and Algebraic Number Theory Symbolic Computation library for JavaScript, Python
combinatorics permutations combinations partitions tensors derangement involution magic-square primes diophantine-solver factorization primality-test smith-normal-form greatest-common-divisor polynomials matrices extended-euclidean-algorithm groebner-basis algebraic-number-theory symbolic-computation
Language:JavaScript 18
liminghao0914 / involution_GAN
The new involution operator was proposed recently, but it was only implemented in the discriminative models. We first associate the involution with generative adversarial networks(GAN) to explore its effectiveness in image generation problems. We use the human face dataset CelebA. The experiments show the superior performance of involution GAN over deep convolution GAN and self-attention GAN. The generated images of involution has rather saturated and smooth colors. Besides, the hyperparameters (e.g.kernel size, group, and reduction ratio) are discussed to tuning the involution layer, where reduction size is found to play an essential role. Finally, the stability issues introduced by new involution in GAN are presented.
gan involution involution-gan
Language:Python 4
XiaozhuFang / InvolutionGAN
The new involution operator was implemented in GAN, compared with DCGAN and SAGAN.
generative-adversarial-network image-generation involution operator self-attention
Language:Python 3
john-fante / my-deep-learning-projects
My Deep Learning Projects (Classification, Segmentation, Object Detection, NLP, Deep Multiple Instance Learning)
classification convolutional-neural-networks deep-learning detectron2 keras object-detection segmentation tensorflow involution multiple-instance-learning bert gemma nlp topic-modeling gemma-7b large-language-models optimization
Language:Jupyter Notebook 0
2catycm / Student-Involution-Algorithms
An High Performance Evolutionary Algorithm Library based on Pytorch. 基于Pytorch的高性能演化计算库。
artificial-intelligence evolutionary-algorithms involution optimization-algorithms python3 pytorch searching-algorithms
Language:Jupyter Notebook
wx-b / Involution
PyTorch reimplementation of the paper Involution: Inverting the Inherence of Convolution for Visual Recognition (2D and 3D Involution) [CVPR 2021].
involution
Language:Python

involution

d-li14 / involution

ChristophReich1996 / Involution

shikishima-TasakiLab / Involution-PyTorch

foo123 / Abacus

liminghao0914 / involution_GAN

XiaozhuFang / InvolutionGAN

john-fante / my-deep-learning-projects

2catycm / Student-Involution-Algorithms

wx-b / Involution