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Top 82 pytorch-implementation open source projects

ViNet Pushing the limits of Visual Modality for Audio Visual Saliency Prediction

✭ 36

python C++matlab shell java Makefile saliency state-of-the-art pytorch-implementation video-saliency vinet

[TPAMI Under Submission] Generative Multi-Label Zero-Shot Learning

✭ 37

python shell pytorch generative-adversarial-network multi-label-classification vaegan self-attention pytorch-implementation zero-shot-detection gzsl zsl clswgan zero-shot-classification multi-label-zsl

pytorch-gans

PyTorch implementation of GANs (Generative Adversarial Networks). DCGAN, Pix2Pix, CycleGAN, SRGAN

✭ 21

Jupyter Notebook python pytorch generative-adversarial-network dcgan gans pix2pix super-resolution cyclegan superresolution pytorch-implementation gan-models

deep-blueberry

If you've always wanted to learn about deep-learning but don't know where to start, then you might have stumbled upon the right place!

✭ 17

machine-learning deep-neural-networks reinforcement-learning computer-vision deep-learning machine-learning-algorithms deep-reinforcement-learning recurrent-neural-networks generative-adversarial-network deep-learning-algorithms convolutional-neural-networks deep-learning-tutorial keras-tensorflow variational-autoencoder pytorch-tutorial long-short-term-memory pytorch-implementation

cosine-ood-detector

Hyperparameter-Free Out-of-Distribution Detection Using Softmax of Scaled Cosine Similarity

✭ 30

python deep-neural-networks classification pytorch-implementation out-of-distribution-detection

semi-supervised-paper-implementation

Reproduce some methods in semi-supervised papers.

✭ 35

python pytorch pi vat semi-supervised-learning zca pytorch-implementation mean-teacher tempens whiten

RandLA-Net-pytorch

🍀 Pytorch Implementation of RandLA-Net (https://arxiv.org/abs/1911.11236)

✭ 69

C++python cython computer-vision semantic-segmentation 3d-vision pytorch-implementation semantickitti

MobileHumanPose

This repo is official PyTorch implementation of MobileHumanPose: Toward real-time 3D human pose estimation in mobile devices(CVPRW 2021).

✭ 206

python matlab mobile-app 3d-human-pose pytorch-implementation tflite-conversion

Text-Classification-LSTMs-PyTorch

The aim of this repository is to show a baseline model for text classification by implementing a LSTM-based model coded in PyTorch. In order to provide a better understanding of the model, it will be used a Tweets dataset provided by Kaggle.

✭ 45

python text-mining tweets text-classification tensorflow tokenizer keras pytorch lstm classification lstm-model baseline text-processing pytorch-tutorial pytorch-nlp pytorch-implementation tonkens

onn

Online Deep Learning: Learning Deep Neural Networks on the Fly / Non-linear Contextual Bandit Algorithm (ONN_THS)

✭ 139

python reinforcement-learning neural-network pytorch thompson-sampling reinforcement-learning-algorithms machine-learning-library neural-architecture-search contextual-bandits mab pytorch-implemention multiarmed-bandits pytorch-implementation thompson-algorithm

svae cf

[ WSDM '19 ] Sequential Variational Autoencoders for Collaborative Filtering

✭ 38

Jupyter Notebook pytorch recurrent-neural-networks collaborative-filtering recommender-system bayesian-inference variational-autoencoder pytorch-implementation

NGCF-PyTorch

PyTorch Implementation for Neural Graph Collaborative Filtering

✭ 200

python machine-learning deep-learning graph-algorithms pytorch recommender-system neural-collaborative-filtering pytorch-implementation

Representation-Learning-for-Information-Extraction

Pytorch implementation of Paper by Google Research - Representation Learning for Information Extraction from Form-like Documents.

✭ 82

python google deep-learning pytorch transformer document invoice representation-learning receipts pytorch-implementation google-research relie

cycleGAN-PyTorch

A clean and lucid implementation of cycleGAN using PyTorch

✭ 107

python shell computer-vision deep-learning generative-adversarial-network image-translation cyclegan pytorch-implementation cyclegan-pytorch

MolDQN-pytorch

A PyTorch Implementation of "Optimization of Molecules via Deep Reinforcement Learning".

✭ 58

python machine-learning reinforcement-learning deep-learning chemistry molecule pytorch drug-discovery materials-science materials-informatics pytorch-rl pytorch-implementation dqn-pytorch inverse-design

3D-UNet-PyTorch-Implementation

The implementation of 3D-UNet using PyTorch

✭ 78

python cross-validation pytorch unet semantic-segmentation volumetric-data 3d-segmentation pytorch-implementation 3d-unet

openpose-pytorch

🔥 OpenPose api wrapper in PyTorch.

✭ 52

python machine-learning computer-vision pytorch pose-estimation openpose keypoint-estimation pytorch-implementation openpose-wrapper

CheXpert-Challenge

Code for CheXpert Challenge 2019 Top 1 && Top 2 solution

✭ 30

pretrained-models pytorch-implementation chexpert

neuro-symbolic-ai-soc

Neuro-Symbolic Visual Question Answering on Sort-of-CLEVR using PyTorch

✭ 41

Jupyter Notebook python program-synthesis pytorch artificial-intelligence vqa reasoning clevr neuro-symbolic-learning pytorch-implementation neuro-symbolic

ResUNetPlusPlus-with-CRF-and-TTA

ResUNet++, CRF, and TTA for segmentation of medical images (IEEE JBIHI)

✭ 98

python computer-vision deep-learning tensorflow pytorch medical-imaging segmentation convolutional-neural-networks image-segmentation unet semantic-segmentation unet-image-segmentation pytorch-implementation image-segmantation resunet resunet-architecture

VT-UNet

[MICCAI2022] This is an official PyTorch implementation for A Robust Volumetric Transformer for Accurate 3D Tumor Segmentation

✭ 151

python deep-learning pytorch mri transformer segmentation semantic-segmentation tumor-segmentation pytorch-implementation brats-dataset vision-transformer 3d-medical-imaging-segmentation volumetric-transformer pure-transformer vtunet

pytorch-convcnp

A PyTorch Implementation of Convolutional Conditional Neural Process.

✭ 41

Jupyter Notebook python pytorch deeplearning bayesian-deep-learning pytorch-implementation deep-generative-models

61-82 of 82 pytorch-implementation projects

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