509 Open source projects that are alternatives of or similar to Pytorch Adda

Learning from Synthetic Data: Addressing Domain Shift for Semantic Segmentation

A PyTorch implementation for Unsupervised Domain Adaptation by Backpropagation

Domain adaptation networks for digit recognitioning

Learning to Adapt Structured Output Space for Semantic Segmentation, CVPR 2018 (spotlight)

Unofficial pytorch implementation of algorithms for domain adaptation

A PyTorch implementation for Adversarial Representation Learning for Domain Adaptation

Keras implementation of 3D Generative Adversarial Network.

Robustness and adaptation of ImageNet scale models. Pre-Release, stay tuned for updates.

AutoDIAL Caffe Implementation

It contains the coursework and the practice I have done while learning Deep Learning.🚀 👨‍💻💥 🚩🌈

The Simplest DCGAN Implementation

Code for the paper "TadGAN: Time Series Anomaly Detection Using Generative Adversarial Networks"

Torch implementation of various types of GAN (e.g. DCGAN, ALI, Context-encoder, DiscoGAN, CycleGAN, EBGAN, LSGAN)

An extremely simple generative adversarial network, built with TensorFlow

A toolbox for domain adaptation and semi-supervised learning. Contributions welcome.

Generate text boxes from input words with a GAN.

Pytorch implementation of conditional Generative Adversarial Networks (cGAN) and conditional Deep Convolutional Generative Adversarial Networks (cDCGAN) for MNIST dataset

things I help(ed) to build

Zero-Shot Text-to-Image Generation VQGAN+CLIP Dockerized

Generating Text through Adversarial Training(GAN) using Skip-Thought Vectors

Code for deep generative prior (ECCV2020 oral)

Framework to learn Named Entity Recognition models without labelled data using weak supervision.

Code for Langer et al. "Domain Transfer for Semantic Segmentation of LiDAR Data using Deep Neural Networks", IROS, 2020.

Codes for the paper 'Learning to Fuse Music Genres with Generative Adversarial Dual Learning' ICDM 17

An implementation for our paper: CsiGAN: Robust Channel State Information-based Activity Recognition with GANs (IEEE Internet of Things Journal, 2019), which is the semi-supervised Generative Adversarial Network (GAN) for Channel State Information (CSI) -based activity recognition.

[CVPR2020] Adversarial Latent Autoencoders

Deep Learning Super Sampling with Deep Convolutional Generative Adversarial Networks.

Colorization of grayscale images using CycleGAN in TensorFlow.

PyTorch implementation of ESRGAN (ECCVW 2018) for compressed image subjective quality enhancement.

Tensorflow implementation of 3D Generative Adversarial Network.

Meta Self-learning for Multi-Source Domain Adaptation： A Benchmark

A modern PyTorch implementation of SRGAN

Pytorch implementation of "DeepFlow: History Matching in the Space of Deep Generative Models"

TextBox is an open-source library for building text generation system.

Invert the color of MNIST images with PyTorch

The official implementation of our SIGGRAPH 2020 paper Interactive Video Stylization Using Few-Shot Patch-Based Training

Timbre transfer with variational autoencoding and cycle-consistent adversarial networks. Able to transfer the timbre of an audio source to that of another.

[TIP2020] Pytorch implementation of "Towards Unsupervised Deep Image Enhancement with Generative Adversarial Network"

Applied Deep Learning (2019 Spring) @ NTU

Create Anime Characters with MakeGirlsMoe

Unofficial PyTorch implementation of "GAN-QP: A Novel GAN Framework without Gradient Vanishing and Lipschitz Constraint"

Awesome Domain Adaptation Python Toolbox

PyTorch code for "PSGAN: Pose and Expression Robust Spatial-Aware GAN for Customizable Makeup Transfer" (CVPR 2020 Oral)

Generative Adversarial Network with Weight Normalization + ResNet

This repository contains code to replicate results from the ICASSP 2020 paper "StarGAN for Emotional Speech Conversion: Validated by Data Augmentation of End-to-End Emotion Recognition".

Generate Cartoon Images using Generative Adversarial Network

A denoising autoencoder + adversarial losses and attention mechanisms for face swapping.

VR-Caps: A Virtual Environment for Active Capsule Endoscopy

The simplest implementation toward the idea of Re-cycle GAN

The source code of CVPR 2019 paper "Deep Exemplar-based Video Colorization".

Code for "Real-time self-adaptive deep stereo" - CVPR 2019 (ORAL)

gail, infogail, hierarchical gail implementations

This repository is the PyTorch implementation of GAN Ensemble for Anomaly Detection.

traditional domain adaptation methods (e.g., GFK, TCA, SA)

Train a StyleGAN2 model on Colaboratory to generate Steam banners.

Generative Models Tutorial with Demo: Bayesian Classifier Sampling, Variational Auto Encoder (VAE), Generative Adversial Networks (GANs), Popular GANs Architectures, Auto-Regressive Models, Important Generative Model Papers, Courses, etc..

A toolbox for differentially private data generation

Lagrangian VAE

Implementation of a paper "Polyphonic Music Generation with Sequence Generative Adversarial Networks" in TensorFlow

code for our TPAMI 2021 paper "Source Data-absent Unsupervised Domain Adaptation through Hypothesis Transfer and Labeling Transfer"