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9 search results found

Annotated_deep_learning_paper_implementations ⭐ 41,877

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

Gansformer ⭐ 1,188

Generative Adversarial Transformers

Self Attention Gan ⭐ 722

Attentiongan ⭐ 564

AttentionGAN for Unpaired Image-to-Image Translation & Multi-Domain Image-to-Image Translation

Self Attention Gan Tensorflow ⭐ 468

Simple Tensorflow implementation of "Self-Attention Generative Adversarial Networks" (SAGAN)

Dl4j Tutorials ⭐ 429

dl4j 基础教程配套视频：https://space.bilibili.com/327018681/#/

Source Code Notebook ⭐ 428

关于一些经典论文源码的逐行中文笔记

Mprgdeeplearninglecturenotebook ⭐ 324

Pytorch Lesson Zh ⭐ 214

pytorch 包教不包会

Self Attention Gan Pytorch ⭐ 151

This is an almost exact replica in PyTorch of the Tensorflow version of Self-Attention GAN released by Google Brain in August 2018.

Csa Inpainting ⭐ 149

Coherent Semantic Attention for image inpainting(ICCV 2019)

Spa Gan_for_cloud_removal ⭐ 123

Cloud Removal for High-resolution Remote Sensing Imagery based on Generative Adversarial Networks.

[CVPR 2020] Official Implementation: "Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models".

A variant of the Self Attention GAN named: FAGAN (Full Attention GAN)

Diverse Structure Inpainting ⭐ 72

CVPR 2021: "Generating Diverse Structure for Image Inpainting With Hierarchical VQ-VAE"

Global And Local Attention Based Free Form Image Inpainting ⭐ 52

Official implementation of "Global and local attention-based free-form image inpainting"

Pytorch implementation of our paper accepted by IEEE TMM, 2022 --Learning Efficient GANs for Image Translation via Differentiable Masks and co-Attention Distillation

Pose Transfer ⭐ 35

🔥 [PR 2023] Multi-scale Attention Guided Pose Transfer (official code).

Ganvinci ⭐ 33

Photorealistic human image editing with GANs - Reimplementation of the paper "FEAT: Face Editing with Attention" with additional changes and improvements.

SoPhie: An Attentive GAN for Predicting Paths Compliant to Social and Physical Constraints

Spade Terrain Gan ⭐ 26

Train GAN to generate 3D terrain based on user input.

Multiscale Adversarial Attention Gates ⭐ 24

Code for the paper: Valvano G. et al. (2021), Learning to Segment from Scribbles using Multi-scale Adversarial Attention Gates

Deep Learning Visuals ⭐ 24

A collection of 100 Deep Learning images and visualizations

Attn_gan_pytorch ⭐ 19

python package for self-attention gan implemented as extension of PyTorch nn.Module. paper -> https://arxiv.org/abs/1805.08318

Demo code for Attention-Aware Generative Adversarial Networks paper

code for the paper "Cascade Attention Guided Residue GAN for Cross-Modal Translation"

The message passing GAN https://arxiv.org/abs/2106.11535 and generative adversarial particle transformer https://arxiv.org/abs/2211.10295 architectures for generating particle clouds

Computer Vision ⭐ 9

Find the implementation of Computer vision-based projects with Python, Deep Learning, and OpenCV

Text Style Transfer Gan ⭐ 9

Style transfer in text using cycle-consistent WGANs

Ugatit Pytorch ⭐ 9

Simple, fast and easy to read. Yes, we use the pytorch framework!

Skin Project ⭐ 9

FCA-Net: Adversarial Learning for Skin Lesion Segmentation Based on Multi-scale Features and Factorized Channel Attention

Cyclegan With Self Attention ⭐ 8

In this repository, I have developed a CycleGAN architecture with embedded Self-Attention Layers, that could solve three different complex tasks. Here the same principle Neural Network architecture has been used to solve the three different task. Although truth be told, my model has not exceeded any state of the art performances for the given task, but the architecture was powerful enough to understand the task that has been given to solve and produce considerably good results.

Lgsearch_ddgan_pytorch ⭐ 8

Tracking by Joint Local and Global Search: A Target-aware Attention based Approach (IEEE TNNLS 2021)

A collection of layers, ops, utilities and more for TensorFlow 2.0 high-level API Keras

High quality sample generation with self-attention adaptive GAN

The implement attention conditional GANs (AcGAN) model.

Sarunet Pytorch ⭐ 6

A Self-Attention ResUnet for MR-only BNCT planning

Cycle_gan ⭐ 6

CycleGAN with Spectral Normalization implemented and Class Activation Mapping Attention using MXNet.

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