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Search results for pytorch representation learning
pytorch
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representation-learning
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101 search results found
Awesome Network Embedding
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2,218
A curated list of network embedding techniques.
Simclr
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1,745
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations
Uform
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729
Pocket-Sized Multimodal AI for content understanding and generation across multilingual texts, images, and 🔜 video, up to 5x faster than OpenAI CLIP and LLaVA 🖼️ & 🖋️
Ast
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706
Code for the Interspeech 2021 paper "AST: Audio Spectrogram Transformer".
Open Metric Learning
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699
Library for metric learning pipelines and models.
Vl Bert
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680
Code for ICLR 2020 paper "VL-BERT: Pre-training of Generic Visual-Linguistic Representations".
Simclr
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675
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.
Disentangling Vae
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668
Experiments for understanding disentanglement in VAE latent representations
Simsiam
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475
A pytorch implementation for paper 'Exploring Simple Siamese Representation Learning'
Lemniscate.pytorch
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467
Unsupervised Feature Learning via Non-parametric Instance Discrimination
Robotics Rl Srl
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455
S-RL Toolbox: Reinforcement Learning (RL) and State Representation Learning (SRL) for Robotics
Declutr
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349
The corresponding code from our paper "DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations". Do not hesitate to open an issue if you run into any trouble!
Pykg2vec
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294
Python library for knowledge graph embedding and representation learning.
Hubert
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188
HuBERT content encoders for: A Comparison of Discrete and Soft Speech Units for Improved Voice Conversion
Role2vec
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157
A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).
Vae_vampprior
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151
Code for the paper "VAE with a VampPrior", J.M. Tomczak & M. Welling
Codeslam
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146
Implementation of CodeSLAM — Learning a Compact, Optimisable Representation for Dense Visual SLAM paper (https://arxiv.org/pdf/1804.00874.pdf)
Simclr Pytorch
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140
PyTorch implementation of SimCLR: supports multi-GPU training and closely reproduces results
Dcrn
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126
[AAAI 2022] An official source code for paper Deep Graph Clustering via Dual Correlation Reduction.
Efficient Vdvae
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115
Official Pytorch and JAX implementation of "Efficient-VDVAE: Less is more"
Social Nce
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108
[ICCV21] Official implementation of the "Social NCE: Contrastive Learning of Socially-aware Motion Representations" in PyTorch.
Entity Embed
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98
PyTorch library for transforming entities like companies, products, etc. into vectors to support scalable Record Linkage / Entity Resolution using Approximate Nearest Neighbors.
Srl Zoo
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98
State Representation Learning (SRL) zoo with PyTorch - Part of S-RL Toolbox
Vfs
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96
Rethinking Self-Supervised Correspondence Learning: A Video Frame-level Similarity Perspective, in ICCV 2021 (Oral)
Deformable Kernels
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95
Deforming kernels to adapt towards object deformation. To appear in ICLR 2020.
Pytorch Byol
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94
PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning
Pytorch Agnn
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94
Pytorch implementation of the Attention-based Graph Neural Network(AGNN)
Disent
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87
🧶 Modular VAE disentanglement framework for python built with PyTorch Lightning ▸ Including metrics and datasets ▸ With strongly supervised, weakly supervised and unsupervised methods ▸ Easily configured and run with Hydra config ▸ Inspired by disentanglement_lib
Autoregressive Predictive Coding
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87
Autoregressive Predictive Coding: An unsupervised autoregressive model for speech representation learning
Acoustic Model
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86
Acoustic models for: A Comparison of Discrete and Soft Speech Units for Improved Voice Conversion
Spq
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75
Self-supervised Product Quantization for Deep Unsupervised Image Retrieval - ICCV2021
Representation Learning For Information Extraction
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72
Pytorch implementation of Paper by Google Research - Representation Learning for Information Extraction from Form-like Documents.
Rncdl
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71
[NeurIPS 2022] The official implementation of "Learning to Discover and Detect Objects".
Game Feature Learning
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65
Cross-Domain Self-supervised Multi-task Feature Learning using Synthetic Imagery, CVPR'18
Graphml Tutorials
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63
Tutorials for Machine Learning on Graphs
Mukg
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60
μKG: A Library for Multi-source Knowledge Graph Embeddings and Applications, ISWC 2022
Pointglr
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60
Global-Local Bidirectional Reasoning for Unsupervised Representation Learning of 3D Point Clouds (CVPR 2020)
Icarl
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59
Reprieve
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59
A library for evaluating representations.
Pcc Pytorch
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55
A pytorch implementation of the paper "Prediction, Consistency, Curvature: Representation Learning for Locally-Linear Control"
Plan2vec
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49
Public Release of Plan2vec Implementation in pyTorch
Sdn
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48
[NeurIPS 2019] Why Can't I Dance in the Mall? Learning to Mitigate Scene Bias in Action Recognition
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.
Unsupervised Face Representation
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47
Implementation for Pre-training strategies and datasets for facial representation learning, ECCV 2022
Simclr
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44
Pytorch implementation of "A Simple Framework for Contrastive Learning of Visual Representations"
Tce
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39
This repository contains the code implementation used in the paper Temporally Coherent Embeddings for Self-Supervised Video Representation Learning (TCE).
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".
Mtl Aqa
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38
What and How Well You Performed? A Multitask Learning Approach to Action Quality Assessment
Mopro
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38
MoPro: Webly Supervised Learning
Anatome
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37
Ἀνατομή is a PyTorch library to analyze representation of neural networks
Wavencoder
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36
WavEncoder is a Python library for encoding audio signals, transforms for audio augmentation, and training audio classification models with PyTorch backend.
Mydrgan
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34
Pytorch implimentation of《2017CVPR-Representation Learning by Rotating Your Faces》
Eirli
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34
An Empirical Investigation of Representation Learning for Imitation (EIRLI), NeurIPS'21
Proto
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34
Proto-RL: Reinforcement Learning with Prototypical Representations
Invariance Equivariance
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33
"Exploring Complementary Strengths of Invariant and Equivariant Representations for Few-Shot Learning" by Mamshad Nayeem Rizve, Salman Khan, Fahad Shahbaz Khan, Mubarak Shah (CVPR 2021)
Tailcalibx
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32
Pytorch implementation of Feature Generation for Long-Tail Classification by Rahul Vigneswaran, Marc T Law, Vineeth N Balasubramaniam and Makarand Tapaswi
Ladder Vae Pytorch
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31
Ladder Variational Autoencoders (LVAE) in PyTorch
Vq Vae
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30
Pytorch Implementation of "Neural Discrete Representation Learning"
Orl
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29
[NeurIPS 2021] ORL: Unsupervised Object-Level Representation Learning from Scene Images
Icarl
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29
PyTorch Implementation of iCaRL
Grace
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28
PyTorch implementation for "Deep Graph Contrastive Representation Learning" (https://arxiv.org/abs/2006.04131v2)
Poincare_embedding
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26
Poincaré Embedding
Moco
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24
A pytorch reimplement of paper "Momentum Contrast for Unsupervised Visual Representation Learning"
Modelzoodataset
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23
Model Zoos published at the NeurIPS 2022 Dataset & Benchmark track: "Model Zoos: A Dataset of Diverse Populations of Neural Network Models"
Subg Con
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23
Code for ICDM2020 full paper: "Sub-graph Contrast for Scalable Self-Supervised Graph Representation Learning"
Bgrl_pytorch
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23
Pytorch implementation of "Bootstrapped Representation Learning on Graphs"
Awesome Representation Learning Cv Paperandcode
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22
Awesome-Representation-Learning-CV-PaperAndCodes, lasted development in the representation learning area.
Srvae
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20
VAE with RealNVP prior and Super-Resolution VAE in PyTorch. Code release for https://arxiv.org/abs/2006.05218
Deep Hash Distillation
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20
Deep Hash Distillation for Image Retrieval - ECCV 2022
Gvl
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19
Official implementation for paper Learning Grounded Vision-Language Representation for Versatile Understanding in Untrimmed Videos
Adaptive Soft Contrastive Learning_icpr2022
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18
ASCL: adpative Soft Contrastive Learning (ICPR2022)
Self Supervised Learning By Context Prediction
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16
Implementation of "Unsupervised Visual Representation Learning by Context Prediction" by C. Doersh, A. Gupta and A. A. Efros
Simsiam
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14
Pytorch implementation of Exploring Simple Siamese Representation Learning
Mfm
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14
[ICLR 2023] Masked Frequency Modeling for Self-Supervised Visual Pre-Training
Pc3 Pytorch
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13
Predictive Coding for Locally-Linear Control (ICML-2020)
Pb Contrastive
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12
#UAI2020 Codes for PAC-Bayesian Contrastive Unsupervised Representation Learning
Eat
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11
Code and models for "EAT: Self-Supervised Pre-Training with Efficient Audio Transformer"
Video_similarity_search
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11
SLIC: Self-Supervised Learning with Iterative Clustering for Human Action Videos [CVPR 2022]
Optdom
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10
[ICLR'22] Self-supervised learning optimally robust representations for domain shift.
Mim
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10
Code for "MIM: Mutual Information Machine" paper.
Densesiam
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10
[ECCV2022] Dense Siamese Network for Dense Unsupervised Learning
Manifoldmixup
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10
ManifoldMixup with support for Interpolated Adversarial training
Higcn
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9
HiGCN: a hierarchical graph convolution network for representation learning of gene expression data
Attend Infer Repeat Pytorch
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9
Attend Infer Repeat (AIR) in PyTorch
Nonlinear Ib Pytorch
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8
Pytorch Implementation of the Nonlinear Information Bottleneck
Sympa
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8
Embedding graphs in symmetric spaces
Ssl Risk Decomposition
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8
Benchmark and analysis of 165 pretrained SSL models. Code for "Evaluating Self-Supervised Learning via Risk Decomposition".
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
Curla
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7
CURLA: CURL x CARLA -- Robust end-to-end Autonomous Driving by combining Contrastive Learning and Reinforcement Learning
Adversarial Skill Networks
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7
[ICRA 2020] Implementation of Adversarial Skill Networks for learning reusable and composable skills from unlabeled videos.
Mockingjay Speech Representation
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7
Official Implementation of Mockingjay in Pytorch
Mind
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6
Pytorch implementation of paper: Multi-Interest Network with Dynamic Routing for Recommendation at Tmall
Invariant Self Supervised Learning
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6
Pytorch code for "Improving Self-Supervised Learning by Characterizing Idealized Representations"
Monet
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6
Object representation learning
Stklia
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6
simple version of our torch kaldi toolkit, developed at the LIA by 2 apprentices. (@Chaanks & @vbrignatz)
Sicr_bci
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6
Pytorch implementation of "Mutual Information-driven Subject-invariant and Class-relevant Deep Representation Learning in BCI"
Hierarchical Language Modeling
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5
We address the task of learning contextualized word, sentence and document representations with a hierarchical language model by stacking Transformer-based encoders on a sentence level and subsequently on a document level and performing masked token prediction.
Isice
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5
[CVPR2023] The official repository for paper "Learning Partial Correlation based Deep Visual Representation for Image Classification" To appear in 2023 The IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR)
Fbma
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5
Code for the WWW '19 paper "Event Detection using Hierarchical Multi-Aspect Attention"
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