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CUDA_VISIBLE_DEVICES=4,5 python3 -m torch.distributed.launch --nproc_per_node 2
 run_downstream.py -m train -u wav2vec2 -d mosei -n HelloWorld --upstream_trainable --upstream_feature_selection hidden_state_5

and get the error:

AttributeError: 'RandomSampler' object has no attribute 'set_epoch'
overall:   0%|

Config changes not getting reflected when using custom config .yaml filr

1

Open

Errors in Mosei downstream

3

wvangansbeke / Unsupervised-Classification

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SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]

clustering image-classification representation-learning unsupervised-learning moco self-supervised-learning simclr eccv2020 eccv-2020 contrastive-learning

Updated Oct 2, 2021
Python

microsoft / DeBERTa

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The implementation of DeBERTa

deeplearning representation-learning language-model bert natural-language-understanding self-attention roberta transformer-encoder

Updated Sep 13, 2021
Python

zhirongw / lemniscate.pytorch

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Unsupervised Feature Learning via Non-parametric Instance Discrimination

computer-vision deep-learning pytorch imagenet representation-learning unsupervised-learning nce cvpr2018 self-supervised-learning

Updated Mar 25, 2021
Python

jackroos / VL-BERT

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Code for ICLR 2020 paper "VL-BERT: Pre-training of Generic Visual-Linguistic Representations".

pytorch representation-learning bert vision-and-language self-supervised-learning pre-training iclr2020 vl-bert

Updated Sep 23, 2020
Jupyter Notebook

asheeshcric / awesome-contrastive-self-supervised-learning

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A comprehensive list of awesome contrastive self-supervised learning papers.

deep-learning transfer-learning representation-learning unsupervised-learning self-supervised-learning hacktoberfest-accepted

Updated Aug 10, 2021

matthewvowels1 / Awesome-VAEs

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A curated list of awesome work on VAEs, disentanglement, representation learning, and generative models.

deep-learning generative-model vae awesome-list representation-learning unsupervised-learning variational-inference variational-autoencoder variational-bayes disentanglement variational-auto-encoder disentangled-representations

Updated Jul 11, 2021

YannDubs / disentangling-vae

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Experiments for understanding disentanglement in VAE latent representations

deep-learning reproducible-research pytorch mnist chairs-dataset vae representation-learning unsupervised-learning beta-vae celeba variational-autoencoder disentanglement dsprites fashion-mnist disentangled-representations factor-vae beta-tcvae

Updated Apr 4, 2021
Python

MrGiovanni / ModelsGenesis

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Official Keras & PyTorch Implementation and Pre-trained Models for Models Genesis - MICCAI 2019

transfer-learning representation-learning 3d-model fine-tuning self-supervised-learning pre-trained-model

Updated Sep 14, 2021
Jupyter Notebook

araffin / robotics-rl-srl

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S-RL Toolbox: Reinforcement Learning (RL) and State Representation Learning (SRL) for Robotics

arm reinforcement-learning robotics state pytorch kuka gym representation-learning baxter-robot pybullet baselines

Updated Apr 5, 2021
Python

davidtellez / contrastive-predictive-coding

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Keras implementation of Representation Learning with Contrastive Predictive Coding

deep-learning representation-learning predictive-modeling unsupervised-learning contrastive-loss

Updated Jun 19, 2019
Python

Spijkervet / SimCLR

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PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.

pytorch representation-learning unsupervised-learning simclr contrastive-learning

Updated Sep 21, 2021
Python

THUDM / GATNE

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Source code and dataset for KDD 2019 paper "Representation Learning for Attributed Multiplex Heterogeneous Network"

heterogeneous-network representation-learning multiplex-networks network-embedding attributed-networks

Updated Jan 4, 2021
Python

yukimasano / self-label

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Self-labelling via simultaneous clustering and representation learning. (ICLR 2020)

clustering resnet representation-learning self-supervised-learning resnet-v2 iclr2020

Updated Jun 20, 2021
Python

Sujit-O / pykg2vec

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Python library for knowledge graph embedding and representation learning.

knowledge-graph representation-learning embedding-models embedding-python

Updated Apr 21, 2021
Python

Jhy1993 / Representation-Learning-on-Heterogeneous-Graph

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Representation-Learning-on-Heterogeneous-Graph

machine-learning deep-learning representation-learning network-embedding graph-embedding heterogeneous-information-networks network-representation-learning graph-neural-network heterogeneous-graph

Updated Mar 13, 2020

mims-harvard / decagon

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Graph convolutional neural network for multirelational link prediction

deep-learning pharmacology embeddings representation-learning graph-convolutional-networks graph-neural-networks

Updated Aug 25, 2021
Jupyter Notebook

cnclabs / smore

Star

SMORe: Modularize Graph Embedding for Recommendation

matrix-factorization knowledge-graph representation-learning network-embedding

Updated Sep 8, 2021
C++

PaddlePaddle / PaddleHelix

Star

Bio-Computing Platform Featuring Large-Scale Representation Learning and Multi-Task Deep Learning “螺旋桨”生物计算工具集

machine-learning ddi deeplearning representation-learning ppi rna-structure-prediction dti protein-folding protein-structure-prediction biocomputing self-supervised-learning graph-networks protein-docking molecule-design

Updated Sep 20, 2021
Python

sthalles / PyTorch-BYOL

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PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning

deep-learning pytorch representation-learning unsupervised-learning self-supervised-learning byol simclr

Updated Aug 19, 2020
Jupyter Notebook

jefflai108 / Contrastive-Predictive-Coding-PyTorch

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Contrastive Predictive Coding for Automatic Speaker Verification

representation-learning predictive-modeling unsupervised-learning contrastive-loss automatic-speaker-verification

Updated Oct 29, 2019
Python

dinghanshen / SWEM

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The Tensorflow code for this ACL 2018 paper: "Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms"

natural-language-processing deep-learning tensorflow representation-learning

Updated Jun 29, 2018
Python

representation-learning

Here are 430 public repositories matching this topic...

google-research / simclr

pliang279 / awesome-multimodal-ml

chihming / awesome-network-embedding

Accenture / AmpliGraph

github / CodeSearchNet

sthalles / SimCLR

shaoxiongji / knowledge-graphs

DeepGraphLearning / graphvite

s3prl / s3prl

MOSEI downstream task not yet support DDP

Config changes not getting reflected when using custom config .yaml filr

Errors in Mosei downstream

wvangansbeke / Unsupervised-Classification

microsoft / DeBERTa

zhirongw / lemniscate.pytorch

jackroos / VL-BERT

asheeshcric / awesome-contrastive-self-supervised-learning

matthewvowels1 / Awesome-VAEs

YannDubs / disentangling-vae

MrGiovanni / ModelsGenesis

araffin / robotics-rl-srl

davidtellez / contrastive-predictive-coding

Spijkervet / SimCLR

THUDM / GATNE

yukimasano / self-label

Sujit-O / pykg2vec

Jhy1993 / Representation-Learning-on-Heterogeneous-Graph

mims-harvard / decagon

cnclabs / smore

PaddlePaddle / PaddleHelix

sthalles / PyTorch-BYOL

jefflai108 / Contrastive-Predictive-Coding-PyTorch

dinghanshen / SWEM

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