convolutional-layers

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Here are 48 public repositories matching this topic...

Ali-E / FastClip

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Controlling the spectral norm of implicitly linear layers (e.g., convolutional layers)

convolutional-layers regularization robustness generalization spectral-norm

Updated May 17, 2024
Python

Egauvrit / wst4gs

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Wavelet Scattering Transform applied for Geo Sciences.

convolutional-layers dimensionality-reduction scattering-transform wavelet-analysis statitics

Updated May 3, 2024
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HayatiYrtgl / Cell_Classification_CNN

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This code trains a CNN in Keras to classify cell images (infected/uninfected). It sets up data generators, defines model architecture with convolutional layers, applies regularization, configures callbacks, and trains the model for binary classification.

python cnn python3 convolutional-layers convolutional-neural-networks convolutional-neural-network cnn-keras cnn-model convolutional cnn-architecture cnn-for-visual-recognition cnn-classification python-classifiers

Updated Apr 18, 2024
Python

kyegomez / SoundStream

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Implementation of SoundtStream from the paper: "SoundStream: An End-to-End Neural Audio Codec"

machine-learning ai ml pytorch artificial-intelligence transformer convolutional-layers convolution convolutional-neural-networks codex audioai audio-model

Updated May 17, 2024
Python

etrommer / torch-approx

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GPU-accelerated Neural Network layers using Approximate Multiplications for PyTorch

python science machine-learning library deep-learning neural-network paper python3 pytorch convolutional-layers approximate-computing fully-connected pytorch-lightning

Updated Mar 4, 2024
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kyegomez / ConvNet

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Implementation of the NFNets from the paper: "ConvNets Match Vision Transformers at Scale" by Google Research

machine-learning ai ml convolutional-layers deeplearning convolutional-neural-networks multimodality multimodal-learning

Updated Mar 16, 2024
Python

blaisedelattre / lip4conv

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Code for Spectral Norm of Convolutional Layers with Circular and Zero Paddings and Efficient Bound of Lipschitz Constant for Convolutional Layers by Gram Iteration

spectral pytorch convolutional-layers norm lipschitz-regularization lipschitz-constant lipschitz-network

Updated Feb 2, 2024
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jwr1995 / dc1d

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A 1D implementation of a deformable convolutional layer in PyTorch with a few tricks.

deep-learning pytorch convolutional-layers convolutional-neural-networks

Updated Aug 17, 2023
Python

MEGARAJAN-S / CONVOLUTION-NEURAL-NETWORK

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A CNN is a kind of network architecture for deep learning algorithms and is specifically used for image recognition and tasks that involve the processing of pixel data. This repository contains the code for CNN with a categorical classification dataset.

python torch python3 artificial-intelligence dataset convolutional-layers artificial-neural-networks output convolutional-neural-networks pooling-layers loss-functions fully-connected-network adam-optimizer activation-functions torchvision crossentropyloss

Updated Jul 23, 2023
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Simeonedef / Time-Series_Imaging_Forecasting

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In this project we have explored the use of imaging time series to enhance forecasting results with Neural Networks. The approach has revealed itself to be extremely promising as, both in combination with an LSTM architecture and without, it has out-performed the pure LSTM architecture by a solid margin within our test datasets.