#
representation-learning
Here are
399 public repositories
matching this topic...
SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners
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Jul 6, 2021
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Jupyter Notebook
A curated list of network embedding techniques.
Reading list for research topics in multimodal machine learning
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May 25, 2021
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Python
Datasets, tools, and benchmarks for representation learning of code.
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Jan 28, 2021
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Jupyter Notebook
A collection of research on knowledge graphs
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May 15, 2021
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JavaScript
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations
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Mar 16, 2021
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Jupyter Notebook
GraphVite: A General and High-performance Graph Embedding System
SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]
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Jul 19, 2021
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Python
The implementation of DeBERTa
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May 4, 2021
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Python
Self-Supervised Speech Pre-training and Representation Learning Toolkit.
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Jul 26, 2021
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Python
Unsupervised Feature Learning via Non-parametric Instance Discrimination
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Mar 25, 2021
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Python
Code for ICLR 2020 paper "VL-BERT: Pre-training of Generic Visual-Linguistic Representations".
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Sep 23, 2020
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Jupyter Notebook
A curated list of awesome work on VAEs, disentanglement, representation learning, and generative models.
S-RL Toolbox: Reinforcement Learning (RL) and State Representation Learning (SRL) for Robotics
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Apr 5, 2021
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Python
Experiments for understanding disentanglement in VAE latent representations
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Apr 4, 2021
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Python
Official Keras & PyTorch Implementation and Pre-trained Models for Models Genesis - MICCAI 2019
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Jul 23, 2021
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Jupyter Notebook
Keras implementation of Representation Learning with Contrastive Predictive Coding
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Jun 19, 2019
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Python
Source code and dataset for KDD 2019 paper "Representation Learning for Attributed Multiplex Heterogeneous Network"
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Jan 4, 2021
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Python
Self-labelling via simultaneous clustering and representation learning. (ICLR 2020)
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Jun 20, 2021
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Python
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.
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Jul 24, 2021
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Python
Python library for knowledge graph embedding and representation learning.
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Apr 21, 2021
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Python
SMORe: Modularize Graph Embedding for Recommendation
Representation-Learning-on-Heterogeneous-Graph
Graph convolutional neural network for multirelational link prediction
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May 21, 2021
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Jupyter Notebook
Bio-Computing Platform Featuring Large-Scale Representation Learning and Multi-Task Deep Learning “螺旋桨”生物计算工具集
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Jul 16, 2021
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Python
The Tensorflow code for this ACL 2018 paper: "Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms"
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Jun 29, 2018
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Python
PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning
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Aug 19, 2020
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Jupyter Notebook
Contrastive Predictive Coding for Automatic Speaker Verification
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Oct 29, 2019
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Python
Representation learning for link prediction within social networks
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Sep 4, 2018
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Jupyter Notebook
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