364 Open source projects that are alternatives of or similar to Domain Transfer Network

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TensorFlow implementation of Deep Graph Infomax

[CVPR 2019 Oral] Multi-Channel Attention Selection GAN with Cascaded Semantic Guidance for Cross-View Image Translation

Rank-based Unsupervised Keyword Extraction via Metavertex Aggregation

Convolutional AutoEncoder application on MRI images

Unsupervised Learning for Image Registration

Unsupervised Learning of Multi-Frame Optical Flow with Occlusions

An implementation of "Network Representation Learning with Rich Text Information" (IJCAI '15).

Pipeline of a keylogging attack using just an audio signal and unsupervised learning.

SuSi: Python package for unsupervised, supervised and semi-supervised self-organizing maps (SOM)

Python implementation of bag-of-concepts

Unsupervised learning of atomic scale dynamics from molecular dynamics.

Image Denoising Codes using STROLLR learning, the Matlab implementation of the paper in ICASSP2017

📈 Regression and Classification with UC Davis student quiz data and exam data

BERT, LDA, and TFIDF based keyword extraction in Python

FineGAN: Unsupervised Hierarchical Disentanglement for Fine-grained Object Generation and Discovery

Official adversarial mixup resynthesis repository

Image-to-Image Translation in PyTorch

🤖🖌️ Generate photo-realistic textures based on source images. Remix, remake, mashup! Useful if you want to create variations on a theme or elaborate on an existing texture.

Virtual Clothing Try-on with Deep Learning. PyTorch reproduction of SwapNet by Raj et al. 2018. Now with Docker support!

Deep learning image autoencoder that not depends on image resolution

A collection of arbitrary text to image papers with code (constantly updating)

PiCIE: Unsupervised Semantic Segmentation using Invariance and Equivariance in clustering (CVPR2021)

[ECCV 2020] XingGAN for Person Image Generation

Semantic Structure-based Unsupervised Deep Hashing IJCAI2018

Code for TileGAN: Synthesis of Large-Scale Non-Homogeneous Textures (SIGGRAPH 2019)

Unsupervised Feature Learning via Non-parametric Instance Discrimination

OpenMMLab Image and Video Editing Toolbox

Image2Image Translation Research

[ECCV 2020 Spotlight] A Simple and Versatile Framework for Image-to-Image Translation

Invert the color of MNIST images with PyTorch

Official Implementation of the paper "A U-Net Based Discriminator for Generative Adversarial Networks" (CVPR 2020)

Dual CNN Models for Unsupervised Monocular Depth Estimation

[ACM MM 2018 Oral] GestureGAN for Hand Gesture-to-Gesture Translation in the Wild

Problem Agnostic Speech Encoder

Machine Learning and having it Deep and Structured (MLDS) in 2018 spring

Progressive GANによる画像生成器

Easy generative modeling in PyTorch.

Unsupervised Deep Hashing with Similarity-Adaptive and Discrete Optimization (TPAMI2018)

Turn your two-bit doodles into fine artworks with deep neural networks, generate seamless textures from photos, transfer style from one image to another, perform example-based upscaling, but wait... there's more! (An implementation of Semantic Style Transfer.)

An implementation of "Community Preserving Network Embedding" (AAAI 2017)

[CVPR 2016] Unsupervised Feature Learning by Image Inpainting using GANs

Latent space autoregression for novelty detection.

Implemented Variational Autoencoder generative model in Keras for image generation and its latent space visualization on MNIST and CIFAR10 datasets

A NetworkX implementation of Label Propagation from a "Near Linear Time Algorithm to Detect Community Structures in Large-Scale Networks" (Physical Review E 2008).

PyTorch implementation of DRAW: A Recurrent Neural Network For Image Generation trained on Devanagari dataset.

unsupervised video and image generation

Image Caption and Text to Image papers.

Awesome-Cross-Domain-Person-Re-identification

Image-to-image translation with conditional adversarial nets

[ICLR-2020] Mutual Mean-Teaching: Pseudo Label Refinery for Unsupervised Domain Adaptation on Person Re-identification.

[WACV'22] Code repository for the paper "Self-supervised Video Representation Learning with Cross-Stream Prototypical Contrasting", https://arxiv.org/abs/2106.10137.

Codebase for the Summary Loop paper at ACL2020

(CVPR'20 Oral) Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild

🔴 MiniSom is a minimalistic implementation of the Self Organizing Maps

Algorithms for outlier and adversarial instance detection, concept drift and metrics.

A collection of awesome resources image-to-image translation.

Unsupervised Speech Decomposition Via Triple Information Bottleneck

Code and dataset for Single Underwater Image Restoration by Contrastive Learning, IGARSS 2021, oral.

A scalable implementation of "Learning Structural Node Embeddings Via Diffusion Wavelets (KDD 2018)".