CcCompetitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation
Stars: ✭ 348 (+544.44%)
SelflowSelFlow: Self-Supervised Learning of Optical Flow
Stars: ✭ 319 (+490.74%)
Alibi DetectAlgorithms for outlier and adversarial instance detection, concept drift and metrics.
Stars: ✭ 604 (+1018.52%)
Awesome VaesA curated list of awesome work on VAEs, disentanglement, representation learning, and generative models.
Stars: ✭ 418 (+674.07%)
SpeechsplitUnsupervised Speech Decomposition Via Triple Information Bottleneck
Stars: ✭ 266 (+392.59%)
SimclrPyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations
Stars: ✭ 750 (+1288.89%)
Paragraph Vectors📄 A PyTorch implementation of Paragraph Vectors (doc2vec).
Stars: ✭ 337 (+524.07%)
Discogan PytorchPyTorch implementation of "Learning to Discover Cross-Domain Relations with Generative Adversarial Networks"
Stars: ✭ 961 (+1679.63%)
Lemniscate.pytorchUnsupervised Feature Learning via Non-parametric Instance Discrimination
Stars: ✭ 532 (+885.19%)
Enlightengan[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
Stars: ✭ 434 (+703.7%)
UEGAN[TIP2020] Pytorch implementation of "Towards Unsupervised Deep Image Enhancement with Generative Adversarial Network"
Stars: ✭ 68 (+25.93%)
Variational AutoencoderVariational autoencoder implemented in tensorflow and pytorch (including inverse autoregressive flow)
Stars: ✭ 807 (+1394.44%)
IvaIVA: Independent Vector Analysis implementation
Stars: ✭ 35 (-35.19%)
Pytorch CortexnetPyTorch implementation of the CortexNet predictive model
Stars: ✭ 349 (+546.3%)
Context Encoder[CVPR 2016] Unsupervised Feature Learning by Image Inpainting using GANs
Stars: ✭ 731 (+1253.7%)
Beta VaePytorch implementation of β-VAE
Stars: ✭ 326 (+503.7%)
Pytorch Vsumm ReinforceAAAI 2018 - Unsupervised video summarization with deep reinforcement learning (PyTorch)
Stars: ✭ 283 (+424.07%)
Domain Transfer NetworkTensorFlow Implementation of Unsupervised Cross-Domain Image Generation
Stars: ✭ 850 (+1474.07%)
L2cLearning to Cluster. A deep clustering strategy.
Stars: ✭ 262 (+385.19%)
AutovcAutoVC: Zero-Shot Voice Style Transfer with Only Autoencoder Loss
Stars: ✭ 485 (+798.15%)
Corex topicHierarchical unsupervised and semi-supervised topic models for sparse count data with CorEx
Stars: ✭ 439 (+712.96%)
adareg-monodispnetRepository for Bilateral Cyclic Constraint and Adaptive Regularization for Unsupervised Monocular Depth Prediction (CVPR2019)
Stars: ✭ 22 (-59.26%)
BagofconceptsPython implementation of bag-of-concepts
Stars: ✭ 18 (-66.67%)
Lifting From The Deep ReleaseImplementation of "Lifting from the Deep: Convolutional 3D Pose Estimation from a Single Image"
Stars: ✭ 425 (+687.04%)
GdynetUnsupervised learning of atomic scale dynamics from molecular dynamics.
Stars: ✭ 37 (-31.48%)
Disentangling VaeExperiments for understanding disentanglement in VAE latent representations
Stars: ✭ 398 (+637.04%)
Minisom🔴 MiniSom is a minimalistic implementation of the Self Organizing Maps
Stars: ✭ 801 (+1383.33%)
Recycle GanUnsupervised Video Retargeting (e.g. face to face, flower to flower, clouds and winds, sunrise and sunset)
Stars: ✭ 367 (+579.63%)
TadwAn implementation of "Network Representation Learning with Rich Text Information" (IJCAI '15).
Stars: ✭ 43 (-20.37%)
PaseProblem Agnostic Speech Encoder
Stars: ✭ 348 (+544.44%)
Mmt[ICLR-2020] Mutual Mean-Teaching: Pseudo Label Refinery for Unsupervised Domain Adaptation on Person Re-identification.
Stars: ✭ 345 (+538.89%)
MlxtendA library of extension and helper modules for Python's data analysis and machine learning libraries.
Stars: ✭ 3,729 (+6805.56%)
All About The GanAll About the GANs(Generative Adversarial Networks) - Summarized lists for GAN
Stars: ✭ 630 (+1066.67%)
DgiDeep Graph Infomax (https://arxiv.org/abs/1809.10341)
Stars: ✭ 326 (+503.7%)
VoxelmorphUnsupervised Learning for Image Registration
Stars: ✭ 1,057 (+1857.41%)
Chinese Ufldl Tutorial[UNMAINTAINED] 非监督特征学习与深度学习中文教程,该版本翻译自新版 UFLDL Tutorial 。建议新人们去学习斯坦福的CS231n课程,该门课程在网易云课堂上也有一个配有中文字幕的版本。
Stars: ✭ 303 (+461.11%)
Graph2vecA parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).
Stars: ✭ 605 (+1020.37%)
SimclrPyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.
Stars: ✭ 293 (+442.59%)
TransferlearningTransfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
Stars: ✭ 8,481 (+15605.56%)
He4o和(he for objective-c) —— “信息熵减机系统”
Stars: ✭ 284 (+425.93%)
Athenaan open-source implementation of sequence-to-sequence based speech processing engine
Stars: ✭ 542 (+903.7%)
SealionThe first machine learning framework that encourages learning ML concepts instead of memorizing class functions.
Stars: ✭ 278 (+414.81%)
SusiSuSi: Python package for unsupervised, supervised and semi-supervised self-organizing maps (SOM)
Stars: ✭ 42 (-22.22%)
CorexCorEx or "Correlation Explanation" discovers a hierarchy of informative latent factors. This reference implementation has been superseded by other versions below.
Stars: ✭ 266 (+392.59%)
HidtOfficial repository for the paper "High-Resolution Daytime Translation Without Domain Labels" (CVPR2020, Oral)
Stars: ✭ 513 (+850%)
Summary loopCodebase for the Summary Loop paper at ACL2020
Stars: ✭ 26 (-51.85%)
Sc Sfmlearner ReleaseUnsupervised Scale-consistent Depth and Ego-motion Learning from Monocular Video (NeurIPS 2019)
Stars: ✭ 468 (+766.67%)
Lir For Unsupervised IrThis is an implementation for the CVPR2020 paper "Learning Invariant Representation for Unsupervised Image Restoration"
Stars: ✭ 53 (-1.85%)
Php MlPHP-ML - Machine Learning library for PHP
Stars: ✭ 7,900 (+14529.63%)
Unsup3d(CVPR'20 Oral) Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild
Stars: ✭ 905 (+1575.93%)
PyodA Python Toolbox for Scalable Outlier Detection (Anomaly Detection)
Stars: ✭ 5,083 (+9312.96%)