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143 search results found

Pytorch Vae ⭐ 5,292

A Collection of Variational Autoencoders (VAE) in PyTorch.

Manga Image Translator ⭐ 3,225

Translate manga/image 一键翻译各类图片内文字 https://cotrans.touhou.ai/

[CVPR2020] Adversarial Latent Autoencoders

Pytorch Gat ⭐ 1,815

My implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!

Simclr ⭐ 1,745

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

Medicaldetectiontoolkit ⭐ 1,249

The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.

Unboundednerfpytorch ⭐ 1,056

State-of-the-art, simple, fast unbounded / large-scale NeRFs.

This repository is the official implementation of Disentangling Writer and Character Styles for Handwriting Generation (CVPR23).

Bigscity Libcity ⭐ 721

LibCity: An Open Library for Urban Spatial-temporal Data Mining

Transformer Tts ⭐ 599

A Pytorch Implementation of "Neural Speech Synthesis with Transformer Network"

Faceformer ⭐ 581

[CVPR 2022] FaceFormer: Speech-Driven 3D Facial Animation with Transformers

Openlongtailrecognition Oltr ⭐ 462

Pytorch implementation for "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)

Cyclegan Vc2 ⭐ 391

Voice Conversion by CycleGAN (语音克隆/语音转换): CycleGAN-VC2

First Steps Towards Deep Learning ⭐ 375

This is an open sourced book on deep learning.

Fl Bench ⭐ 316

Benchmark of federated learning. Dedicated to the community. 🤗

Machinelearning Deeplearning Code For My Youtube Channel ⭐ 311

The full collection of all codes for my Youtube Channel segregated as per topic.

Fast Pytorch ⭐ 299

Pytorch Tutorial, Pytorch with Google Colab, Pytorch Implementations: CNN, RNN, DCGAN, Transfer Learning, Chatbot, Pytorch Sample Codes

Generalizable Mixture Of Experts ⭐ 280

GMoE could be the next backbone model for many kinds of generalization task.

Glcic Pytorch ⭐ 230

A High-Quality PyTorch Implementation of "Globally and Locally Consistent Image Completion".

Stylegan.pytorch ⭐ 216

A PyTorch implementation for StyleGAN with full features.

Vt Unet ⭐ 210

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

Lottery Ticket Hypothesis In Pytorch ⭐ 209

This repository contains a Pytorch implementation of the paper "The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks" by Jonathan Frankle and Michael Carbin that can be easily adapted to any model/dataset.

2020 Cbms Doubleu Net ⭐ 207

DoubleU-Net for Semantic Image Segmentation in TensorFlow & Pytorch (Nominated for Best Paper Award (IEEE CBMS))

L2cs Net ⭐ 205

The official PyTorch implementation of L2CS-Net for gaze estimation and tracking

Pytorch_influence_functions ⭐ 168

This is a PyTorch reimplementation of Influence Functions from the ICML2017 best paper: Understanding Black-box Predictions via Influence Functions by Pang Wei Koh and Percy Liang.

Selecsls Pytorch ⭐ 165

Reference ImageNet implementation of SelecSLS CNN architecture proposed in the SIGGRAPH 2020 paper "XNect: Real-time Multi-Person 3D Motion Capture with a Single RGB Camera". The repository also includes code for pruning the model based on implicit sparsity emerging from adaptive gradient descent methods, as detailed in the CVPR 2019 paper "On implicit filter level sparsity in Convolutional Neural Networks".

[CVPRW 2022] MANIQA: Multi-dimension Attention Network for No-Reference Image Quality Assessment

Gan Vae Pretrained Pytorch ⭐ 148

Pretrained GANs + VAEs + classifiers for MNIST/CIFAR in pytorch.

[CVPR2023] Blur Interpolation Transformer for Real-World Motion from Blur

Text_recognition_toolbox ⭐ 141

text_recognition_toolbox: The reimplementation of a series of classical scene text recognition papers with Pytorch in a uniform way.

Simclr Pytorch ⭐ 140

PyTorch implementation of SimCLR: supports multi-GPU training and closely reproduces results

Frontalization ⭐ 139

Pytorch deep learning face frontalization model

Pytorch Multi Class Focal Loss ⭐ 132

An (unofficial) implementation of Focal Loss, as described in the RetinaNet paper, generalized to the multi-class case.

Opencompounddomainadaptation Ocda ⭐ 125

Pytorch implementation for "Open Compound Domain Adaptation" (CVPR 2020 ORAL)

Elasticface ⭐ 124

Official repository for ElasticFace: Elastic Margin Loss for Deep Face Recognition

Deeprl_algorithms ⭐ 112

DeepRL algorithms implementation easy for understanding and reading with Pytorch and Tensorflow 2(DQN, REINFORCE, VPG, A2C, TRPO, PPO, DDPG, TD3, SAC)

Resunetplusplus With Crf And Tta ⭐ 106

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

Las_mandarin_pytorch ⭐ 104

Listen, attend and spell Model and a Chinese Mandarin Pretrained model (中文-普通话 ASR模型)

Pytorch Question Answering ⭐ 102

Important paper implementations for Question Answering using PyTorch

Pytorch Lightning Gans ⭐ 91

Collection of PyTorch Lightning implementations of Generative Adversarial Network varieties presented in research papers.

Sdtw_pytorch ⭐ 90

Implementation of soft dynamic time warping in pytorch

Pynet Pytorch ⭐ 90

Generating RGB photos from RAW image files with PyNET (PyTorch)

Restoring Extremely Dark Images In Real Time ⭐ 86

The project is the official implementation of our CVPR 2021 paper, "Restoring Extremely Dark Images in Real Time"

Image Classification Pytorch ⭐ 80

Learning and Building Convolutional Neural Networks using PyTorch

[ICLR2022] Code for "Learning Disentangled Representation by Exploiting Pretrained Generative Models: A Contrastive Learning View"

Torch Metrics ⭐ 78

Metrics for model evaluation in pytorch

Nonparaseq2seqvc_code ⭐ 77

Implementation code of non-parallel sequence-to-sequence VC

Representation Learning For Information Extraction ⭐ 72

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

Pytorchdiscreteflows ⭐ 68

Discrete Normalizing Flows implemented in PyTorch

An unofficial toy implementation for NVAE 《A Deep Hierarchical Variational Autoencoder》

FEELVOS implementation in PyTorch; FEELVOS: Fast End-to-End Embedding Learning for Video Object Segmentation

Video Captioning Models In Pytorch ⭐ 61

A PyTorch implementation of state of the art video captioning models from 2015-2019 on MSVD and MSRVTT datasets.

Deep Learning Pytorch ⭐ 61

A repo containing code covering various aspects of deep learning on Pytorch. Great for beginners and intermediate in the field

Official repository of DeMFI (ECCV 2022).

Pytorch Attention Guided Cyclegan ⭐ 57

Pytorch implementation of Unsupervised Attention-guided Image-to-Image Translation.

Ngcf Pytorch ⭐ 57

PyTorch Implementation for Neural Graph Collaborative Filtering

L2p Pytorch ⭐ 53

Pytorch Implementation of Learning to Prompt (L2P) for Continual Learning @ CVPR22

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

Deep Mvlm ⭐ 52

A tool for precisely placing 3D landmarks on 3D facial scans based on the paper "Multi-view Consensus CNN for 3D Facial Landmark Placement"

Official Pytorch implementation of Multi-Similarity and Attention Guidence for Boosting Few-Shot Segmentation.

Mobile Vod Bottleneck Lstm ⭐ 46

Implementation of Mobile Video Object Detection with Temporally-Aware Feature Maps using PyTorch

Deep Attentive Features for Prostate Segmentation in 3D Transrectal Ultrasound

Lipnet Pytorch ⭐ 44

"LipNet: End-to-End Sentence-level Lipreading" in PyTorch

Semantic Segmentation Pytorch ⭐ 42

PyTorch implementation for Semantic Segmentation, include FCN, U-Net, SegNet, GCN, PSPNet, Deeplabv3, Deeplabv3+, Mask R-CNN, DUC, GoogleNet, and more dataset

Pytorch Learn Reinforcement Learning ⭐ 42

A collection of various RL algorithms like policy gradients, DQN and PPO. The goal of this repo will be to make it a go-to resource for learning about RL. How to visualize, debug and solve RL problems. I've additionally included playground.py for learning more about OpenAI gym, etc.

Colonsegnet ⭐ 41

ColonSegNet: Real-Time Polyp Segmentation (Used in NVIDIA Clara Holoscan App for Polyp Segmentation)

Deep Learning-based Frozen Section to FFPE Translation

Cyclegan Pytorch ⭐ 40

A clean and lucid implementation of cycleGAN using PyTorch

Moldqn Pytorch ⭐ 40

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

Avatar Net_pytorch ⭐ 39

PyTorch implementation of "Avatar-Net: Multi-scale Zero-shot Style Transfer by Feature Decoration"

Depth Map Prediction ⭐ 37

Pytorch Implementation of Depth Map Prediction from a Single Image using a Multi-Scale Deep Network

NumPy实现类PyTorch的动态计算图和神经网络(DNN, CNN, RNN)

Multilingual_nmt ⭐ 36

Experiments on Multilingual NMT

Pqg Pytorch ⭐ 35

Paraphrase Generation model using pair-wise discriminator loss

Hologan Pytorch ⭐ 34

Non-official + minimal reimplementation of HoloGAN by Nguyen-Phuoc, et al: https://arxiv.org/abs/1904.01326

Enet Sad_pytorch ⭐ 33

Pytorch implementation of "Learning Lightweight Lane Detection CNNs by Self Attention Distillation (ICCV 2019)"

Pytorch Tutorials ⭐ 32

Learn to build your neural network using PyTorch

Xrays And Gradcam ⭐ 31

Classification and Gradient-based Localization of Chest Radiographs using PyTorch.

Alphafold_pytorch ⭐ 31

An implementation of the DeepMind's AlphaFold based on PyTorch for research

Bias Loss Skipblocknet ⭐ 30

[ICCV 2021]Code for the the bias loss and evaluation of SkipblockNet model on ImageNet validation set

Dualprompt Pytorch ⭐ 29

Pytorch Implementation of DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ ECCV22

Galaxy Deconv ⭐ 29

Official code for Galaxy Image Deconvolution for Weak Gravitational Lensing with Unrolled Plug-and-Play ADMM

This repository holds the code framework used in the paper Reg R-CNN: Lesion Detection and Grading under Noisy Labels. It is a fork of MIC-DKFZ/medicaldetectiontoolkit with regression capabilites.

Recsystem Pytorch ⭐ 27

推荐系统论文算法实现，包括序列推荐，多任务学习，元学习等。 Recommendation system papers implementations, including sequence recommendation, multi-task learning, meta-learning, etc.

Hard Sample Aware Noise Robust Learning forHistopathology Image Classification

Ghost Deblurgan ⭐ 25

This is a lightweight GAN developed for real-time deblurring. The model has a super tiny size and a rapid inference time. The motivation is to boost marker detection in robotic applications, however, you may use it for other applications definitely.

Deep_hierarchical_classification ⭐ 24

PyTorch Implementation of Deep Hierarchical Classification for Category Prediction in E-commerce System

Packnet Sfm Pytorch ⭐ 22

A Pytorch implementation(unofficial) for paper "PackNet-SfM: 3D Packing for Self-Supervised Monocular Depth Estimation"

Saliency ⭐ 21

Pytorch Implementation of the paper - "Tidying Deep Saliency Prediction Architectures"

Pytorch_robotics_transformer ⭐ 20

A PyTorch re-implementation of the RT-1 (Robotics Transformer)

Class_activation_map ⭐ 20

PyTorch implementation of "Learning Deep Features for Discriminative Localization"

Zsd Sc Resolver ⭐ 19

Resolving semantic confusions for improved zero-shot detection (BMVC 2022)

Ssd_mobilenet ⭐ 19

SSD: Single Shot MultiBox Detector | a PyTorch Model for Object Detection | VOC , COCO | Custom Object Detection

TIP: Tri-graph Interaction Propagation model for Polypharmacy Side Eﬀect Prediction (GRL@NeurIPS, 2019)

Pytorch Convcnp ⭐ 18

A PyTorch Implementation of Convolutional Conditional Neural Process.

PyTorch implementation of the MRNet paper, developed for the MRNet Competition hosted by the Stanford ML Group

Robust Real-time Object Detection for the Nao Robots

Optimal Textures ⭐ 16

Optimal deep texture generation and style transfer based on Eric Risser's paper

Pytorch Serving ⭐ 16

[UNMAINTAINED] A starter pack for creating a lightweight responsive web app for Fast.AI PyTorch models.

Pytorch Minilm ⭐ 15

Unofficial Pytorch implementation of MiniLM and MiniLMv2

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