involution
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[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator
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Jul 16, 2021 - Python
PyTorch reimplementation of the paper "Involution: Inverting the Inherence of Convolution for Visual Recognition" (2D and 3D Involution) [CVPR 2021].
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Mar 28, 2022 - Python
Advanced Combinatorics and Algebraic Number Theory Symbolic Computation library for JavaScript, Python
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Dec 27, 2024 - JavaScript
Unofficial PyTorch reimplemention of the paper "Involution: Inverting the Inherence of Convolution for Visual Recognition" [CVPR 2021].
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Jul 13, 2021 - C++
The new involution operator was implemented in GAN, compared with DCGAN and SAGAN.
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May 18, 2021 - Python
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 o…
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May 17, 2021 - Python
My Deep Learning Projects (Classification, Segmentation, Object Detection, NLP, Deep Multiple Instance Learning)
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May 31, 2024 - Jupyter Notebook
PyTorch reimplementation of the paper Involution: Inverting the Inherence of Convolution for Visual Recognition (2D and 3D Involution) [CVPR 2021].
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Jul 5, 2022 - Python
An High Performance Evolutionary Algorithm Library based on Pytorch. 基于Pytorch的高性能演化计算库。
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May 13, 2023 - Jupyter Notebook
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