Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)
pytorch matconvnet super-resolution image-denoising residual-learning keras-tensorflow jpeg-deblocking
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Oct 9, 2021 - MATLAB
residual-learning - 技术专题
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A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.
deep-learning tensorflow transformers cnn transformer lstm gru rnn densenet resnet eeg-data one-shot-learning attention-mechanism motor-imagery-classification residual-learning fully-convolutional-networks gcn eeg-classification eeg-signals-processing graph-convolutional-neural-networks
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Jul 20, 2025 - Python
A tensorflow implement of the paper "Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising"
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Apr 14, 2019 - Python
Pyramidal Convolution: Rethinking Convolutional Neural Networks for Visual Recognition (https://arxiv.org/pdf/2006.11538.pdf)
machine-learning deep-neural-networks computer-vision deep-learning neural-network cnn pytorch artificial-intelligence imagenet image-recognition pattern-recognition convolutional-neural-networks residual-networks residual-learning pyconv
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Dec 10, 2020 - Python
Improved Residual Networks (https://arxiv.org/pdf/2004.04989.pdf)
machine-learning deep-neural-networks computer-vision deep-learning cnn pytorch artificial-intelligence neural-networks imagenet image-classification image-recognition pattern-recognition resnet convolutional-neural-networks residual-networks deep-residual-learning residual-learning visual-recognition optimization-problem iresnet
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Jul 16, 2022 - Python
Image denoising using deep CNN with batch renormalization(Neural Networks,2020)
python deep-learning keras cnn python2 cnn-keras image-denoising residual-learning image-restoration batch-renormalization low-level-vision dilated-convolution real-noise
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Jan 20, 2023 - Python
Official Implementation of ResViT: Residual Vision Transformers for Multi-modal Medical Image Synthesis
deep-learning transformers mri medical-imaging attention residual-learning image-to-image-translation image-synthesis vision-transformer
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May 8, 2023 - Python
Winner solution of mobile AI (CVPRW 2021).
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May 14, 2022 - Python
Code repo for "Deep Generative Adversarial Residual Convolutional Networks for Real-World Super-Resolution" (CVPRW NTIRE2020).
deep-neural-networks super-resolution convex-optimization real-world residual-learning sisr discriminative-learning cvpr2020 ntire2020
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Feb 15, 2023 - Python
LIDIA: Lightweight Learned Image Denoising with Instance Adaptation (NTIRE, 2020)
lightweight machine-learning deep-learning image-processing pytorch image-denoising residual-learning adaptation fine-tuning lightweight-neural-network
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Nov 2, 2021 - Python
Enhanced CNN for image denoising (CAAI Transactions on Intelligence Technology, 2019)
deep-neural-networks deep-learning cnn residual-learning low-level-vision cnn-pytorch image-denoise dilated-convolution
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Jan 20, 2023 - Python
Source code of "Deep Pyramidal Residual Networks for Spectral–Spatial Hyperspectral Image Classification"
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Mar 27, 2020 - Python
The Pytorch implementation for "Learning to Forecast and Refine Residual Motion for Image-to-Video Generation" (ECCV 2018).
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Apr 10, 2019 - Python
DeepDTI Tutorial
deep-learning image-processing cnn mri convolutional-neural-networks residual-learning diffusion-tensor-imaging
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Jun 5, 2022 - HTML
Official implementation of TransNetR: Transformer-based Residual Network for Polyp Segmentation with Multi-Center Out-of-Distribution Testing (MIDL 2022)
deep-learning transformers residual-learning medical-image-segmentation real-time-semantic-segmentation polyp-segmentation kvasir-seg
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Feb 23, 2024 - Python
Code of MICRON, MIMIC data processing, Residual Learning
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Apr 29, 2022 - Python
[ICCV W] Contextual Convolutional Neural Networks (https://arxiv.org/pdf/2108.07387.pdf)
machine-learning deep-learning cnn pytorch artificial-intelligence neural-networks imagenet image-classification pattern-recognition convolutional-neural-networks residual-networks deep-residual-learning residual-learning visual-recognition computer-vison
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Aug 18, 2021 - Python
Offical implementation of "Advancing Spiking Neural Networks towards Deep Residual Learning" (IEEE TNNLS 2024)
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Aug 28, 2023 - Python
Implementation of GoogLeNet series Algorithm
pytorch batch-normalization inception residual-network googlenet residual-learning inception-v3 inception-resnet-v2 inception-v4 pascal-voc-2007 pascal-voc-2012 googlenet-bn inception-v2 inception-resnet-v1
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Jul 6, 2023 - Python
Designed a smaller architecture implemented from the paper Deep Residual Learning for Image Recognition and achieved 93.65% accuracy.
cnn image-classification resnet convolutional-neural-networks cifar cifar10 residual-learning residual-neural-network resnets pytorch-implementation cifar10-classification cifar-10-classifier
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Jan 12, 2023 - Jupyter Notebook