261 Open source projects that are alternatives of or similar to Mug

SCAN: Learning to Classify Images without Labels (ECCV 2020), incl. SimCLR.

[IEEE TIP'2021] "EnlightenGAN: Deep Light Enhancement without Paired Supervision" by Yifan Jiang, Xinyu Gong, Ding Liu, Yu Cheng, Chen Fang, Xiaohui Shen, Jianchao Yang, Pan Zhou, Zhangyang Wang

IVA: Independent Vector Analysis implementation

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PyTorch implementation of the CortexNet predictive model

Student–Teacher Anomaly Detection with Discriminative Latent Embeddings

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Keras implementation of Representation Learning with Contrastive Predictive Coding

TensorFlow Implementation of Unsupervised Cross-Domain Image Generation

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

Pytorch implementation of β-VAE

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code for unsupervised learning Neural Hidden Markov Models paper

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PyTorch implementation of "Learning to Discover Cross-Domain Relations with Generative Adversarial Networks"

Competitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation

Composable GAN framework with api and user interface

📄 A PyTorch implementation of Paragraph Vectors (doc2vec).

(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

Deep Graph Infomax (https://arxiv.org/abs/1809.10341)

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A PyTorch Implementation of "SINE: Scalable Incomplete Network Embedding" (ICDM 2018).

All About the GANs(Generative Adversarial Networks) - Summarized lists for GAN

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

A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).

Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)

an open-source implementation of sequence-to-sequence based speech processing engine

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

Official repository for the paper "High-Resolution Daytime Translation Without Domain Labels" (CVPR2020, Oral)

Unsupervised Attributed Multiplex Network Embedding (AAAI 2020)

Unsupervised Scale-consistent Depth and Ego-motion Learning from Monocular Video (NeurIPS 2019)

Unsupervised learning of atomic scale dynamics from molecular dynamics.

Hierarchical unsupervised and semi-supervised topic models for sparse count data with CorEx

MARTA GANs: Unsupervised Representation Learning for Remote Sensing Image Classification

Implementation of "Lifting from the Deep: Convolutional 3D Pose Estimation from a Single Image"

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

Experiments for understanding disentanglement in VAE latent representations

TensorFlow implementation of Deep Graph Infomax

Unsupervised Video Retargeting (e.g. face to face, flower to flower, clouds and winds, sunrise and sunset)

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

Problem Agnostic Speech Encoder

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

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A library of extension and helper modules for Python's data analysis and machine learning libraries.

Rank-based Unsupervised Keyword Extraction via Metavertex Aggregation

Python implementation of bag-of-concepts

PyTorch Blog Post On Image Similarity Search

Code for unsupervised aspect extraction, using Keras and its Backends

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This is an implementation for the CVPR2020 paper "Learning Invariant Representation for Unsupervised Image Restoration"

Variational autoencoder implemented in tensorflow and pytorch (including inverse autoregressive flow)