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Search results for paper representation learning
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representation-learning
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37 search results found
Transferlearning
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12,494
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
Awesome Network Embedding
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2,218
A curated list of network embedding techniques.
Knowledge Graphs
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1,610
A collection of research on knowledge graphs
Featurelearningrotnet
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496
Simsiam
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475
A pytorch implementation for paper 'Exploring Simple Siamese Representation Learning'
Causal Ml
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376
Must-read papers and resources related to causal inference and machine (deep) learning
Good Papers
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231
I try my best to keep updated cutting-edge knowledge in Machine Learning/Deep Learning and Natural Language Processing. These are my notes on some good papers
Awesome Visual Representation Learning With Transformers
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209
Awesome Transformers (self-attention) in Computer Vision
Mixstyle Release
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190
Domain Generalization with MixStyle (ICLR'21)
Representation Learning On Heterogeneous Graph
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178
Representation-Learning-on-Heterogeneous-Graph
Efficient Vdvae
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115
Official Pytorch and JAX implementation of "Efficient-VDVAE: Less is more"
Parametricumap_paper
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112
Parametric UMAP embeddings for representation and semisupervised learning. From the paper "Parametric UMAP: learning embeddings with deep neural networks for representation and semi-supervised learning" (Sainburg, McInnes, Gentner, 2020).
Pytorch Agnn
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94
Pytorch implementation of the Attention-based Graph Neural Network(AGNN)
Autoregressive Predictive Coding
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87
Autoregressive Predictive Coding: An unsupervised autoregressive model for speech representation learning
Conmask
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77
ConMask model described in paper Open-world Knowledge Graph Completion.
Rg Flow
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65
This is project page for the paper "RG-Flow: a hierarchical and explainable flow model based on renormalization group and sparse prior". Paper link: https://arxiv.org/abs/2010.00029
Graph_2d_cnn
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59
Code and data for the paper 'Classifying Graphs as Images with Convolutional Neural Networks'
Pytorch Simsiam
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48
A PyTorch re-implementation of the paper 'Exploring Simple Siamese Representation Learning'. Reproduced the 67.8% Top1 Acc on ImageNet.
Supervised Contrastive Learning In Tensorflow 2
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42
Implements the ideas presented in https://arxiv.org/pdf/2004.11362v1.pdf by Khosla et al.
Usss_iccv19
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39
Code for Universal Semi-Supervised Semantic Segmentation models paper accepted in ICCV 2019
Feather
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39
The reference implementation of FEATHER from the CIKM '20 paper "Characteristic Functions on Graphs: Birds of a Feather, from Statistical Descriptors to Parametric Models".
Icarl
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29
PyTorch Implementation of iCaRL
Dataaug4code
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27
Source Code Data Augmentation for Deep Learning: A Survey.
Moco
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24
A pytorch reimplement of paper "Momentum Contrast for Unsupervised Visual Representation Learning"
Speech Paper Reading
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22
Repository for speech paper reading
Dhne
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22
the Implementation of "Structural Deep Embedding for Hyper-Networks"(AAA20I8)
Rl_representations
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16
Learning representations for RL in Healthcare under a POMDP assumption
Idne
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13
Python package for the paper "Inductive Document Network Embedding with Topic-Word Attention" (https://arxiv.org/pdf/2001.03369.pdf)
Representation Learning Reading List
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13
Repository lists useful papers related to representation learning with links to research papers, conference names and year of publish.
Disambiguation_embedding
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12
Name Disambiguation using Network Embedding
Deep_parsimonious
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12
Learning Deep Parsimonious Representations, Deep Learning, Clustering, NIPS 2016
Simsiam
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12
Exploring Simple Siamese Representation Learning
Bigbigan
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9
Runway Port of BigBiGAN from the paper "Large Scale Adversarial Representation Learning"
Simclr
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8
Unofficial Pytorch Implementation of "A Simple Framework for Contrastive Learning of Visual Representations"
Vgraph Pytorch
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7
Implementation of the paper "vGraph: A Generative Model For Joint Community Detection and Node Representational Learning" under NeurIPS Reproducibility challenge 2019
Fbma
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5
Code for the WWW '19 paper "Event Detection using Hierarchical Multi-Aspect Attention"
Gvnr
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5
Python package for the paper "Global Vectors for Node Representation" (https://arxiv.org/pdf/1902.11004.pdf)
Chtn_ijcai2017
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5
Source code of our IJCAI 2017 paper "Cross-modal Common Representation Learning by Hybrid Transfer Network"
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1-37 of 37 search results
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