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28 search results found

Transferlearning ⭐ 12,494

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

Awesome Community Detection ⭐ 2,232

A curated list of community detection research papers with implementations.

Sfmlearner ⭐ 1,637

An unsupervised learning framework for depth and ego-motion estimation from monocular videos

Awesome Transfer Learning ⭐ 1,539

Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)

All About The Gan ⭐ 602

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

Lkvolearner ⭐ 197

Learning Depth from Monocular Videos using Direct Methods, CVPR 2018

A stable algorithm for GAN training

Bio_corex ⭐ 116

A flexible version of CorEx developed for bio-data challenges that handles missing data, continuous/discrete variables, multi-CPU, overlapping structure, and includes visualizations

Efficient Vdvae ⭐ 115

Official Pytorch and JAX implementation of "Efficient-VDVAE: Less is more"

Autoregressive Predictive Coding ⭐ 87

Autoregressive Predictive Coding: An unsupervised autoregressive model for speech representation learning

Neuralhmm ⭐ 64

code for unsupervised learning Neural Hidden Markov Models paper

Unsupervised Learning of Transferable Relational Graphs

Variational Sparse Coding ⭐ 47

Reproducing the paper "Variational Sparse Coding" for the ICLR 2019 Reproducibility Challenge

Unsupervised Learning for Intrinsic Image Decomposition from a Single Image

Probabilistic Lexicon Classification ⭐ 34

Self Supervised Gans Pytorch ⭐ 28

Ready to train Pytorch implementation of the CVPR'19 paper "Self-Supervised GANs via Auxiliary Rotation Loss"

Deeplearning ⭐ 23

A collection of research papers, datasets and software on Deep Learning

Pointcloududa ⭐ 19

[IEEE-TMI 2021] This is our PyTorch implementation for Adapt Everywhere paper on unsupervised domain adaptation using entropy and point-cloud paper.

Cliquecnn ⭐ 16

Code for our paper "CliqueCNN: Deep Unsupervised Exemplar Learning" https://arxiv.org/abs/1608.08792

Rvae_mixedtypes ⭐ 15

Repository for code release of paper "Robust Variational Autoencoders for Outlier Detection and Repair of Mixed-Type Data" (AISTATS 2020)

Self Supervised_learning_papers Code ⭐ 13

Self-Supervised learning papers

Representation Learning Reading List ⭐ 13

Repository lists useful papers related to representation learning with links to research papers, conference names and year of publish.

Awesome Cross Domain Person Re Identification ⭐ 12

Awesome-Cross-Domain-Person-Re-identification

Deepclustering ⭐ 11

A pytorch implementation of the paper Unsupervised Deep Embedding for Clustering Analysis.

Gacluster ⭐ 11

Graph Agglomerative Clustering Library

Unsupervised Domain Adaptation for Acoustic Scene Classification with Wasserstein Distance

Chinese Relation Extraction ⭐ 7

Chinese rule based relation extraction

Bertphone ⭐ 5

Implementation of the paper "BERTphone: Phonetically-aware Encoder Representations for Utterance-level Speaker and Language Recognition"

Lir For Unsupervised Ir ⭐ 5

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

Cola_pytorch ⭐ 5

COLA contrastive pre-training method implemented in PyTorch

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