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Search results for jupyter notebook self supervised learning
jupyter-notebook
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self-supervised-learning
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54 search results found
Simclr
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3,525
SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners
Sfmlearner
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1,637
An unsupervised learning framework for depth and ego-motion estimation from monocular videos
Vl Bert
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680
Code for ICLR 2020 paper "VL-BERT: Pre-training of Generic Visual-Linguistic Representations".
Modelsgenesis
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674
[MICCAI 2019] [MEDIA 2020] Models Genesis
Epipolarpose
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366
Self-Supervised Learning of 3D Human Pose using Multi-view Geometry (CVPR2019)
Hipt
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341
Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)
Soft Vc
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269
Soft speech units for voice conversion
Picie
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178
PiCIE: Unsupervised Semantic Segmentation using Invariance and Equivariance in clustering (CVPR2021)
Um Mae
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176
Official Codes for "Uniform Masking: Enabling MAE Pre-training for Pyramid-based Vision Transformers with Locality"
Str Fewer Labels
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166
Scene Text Recognition (STR) methods trained with fewer real labels (CVPR 2021)
Selfsne
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147
Self-Supervised Noise Embeddings (Self-SNE) for dimensionality reduction and clustering
Astock
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142
Astock
Simclr Pytorch
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140
PyTorch implementation of SimCLR: supports multi-GPU training and closely reproduces results
Pytorch Byol
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94
PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning
Biapy
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85
Open source Python library for building bioimage analysis pipelines
Simper
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84
[ICLR 2023, Oral] SimPer: Simple Self-Supervised Learning of Periodic Targets
Swav Tf
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72
TensorFlow implementation of "Unsupervised Learning of Visual Features by Contrasting Cluster Assignments".
Self Supervised Learner
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70
Curator can be used to train a classifier with fewer labeled examples needed using self-supervised learning.
G Simclr
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69
This is the code base for paper "G-SimCLR : Self-Supervised Contrastive Learning with Guided Projection via Pseudo Labelling" by Souradip Chakraborty, Aritra Roy Gosthipaty and Sayak Paul.
Simclr In Tensorflow 2
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57
(Minimally) implements SimCLR (https://arxiv.org/abs/2002.05709) in TensorFlow 2.
Imc_denoise
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52
IMC_Denoise: a software package to enhance Imaging Mass Cytometry - Nature Communications
Self Supervised Vit Path
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50
Self-Supervised Vision Transformers Learn Visual Concepts in Histopathology (LMRL Workshop, NeurIPS 2021)
Ssl Wearables
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45
Self-supervised learning for wearables using the UK-Biobank (>700,000 person-days)
Mae Scalable Vision Learners
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43
A TensorFlow 2.x implementation of Masked Autoencoders Are Scalable Vision Learners
Ssm Pytorch
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27
Towards Human-Machine Cooperation: Self-supervised Sample Mining for Object Detection
Barlow Twins Tf
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26
TensorFlow implementation of Barlow Twins (https://arxiv.org/abs/2103.03230).
Natural Synthetic Anomalies
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25
Code accompanying ECCV 2022 paper "Natural Synthetic Anomalies for Self-Supervised Anomaly Detection and Localization".
Self Supervised Learning For Fine Grained Image Classification
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24
Applied Self Supervised Learning techniques such as Jigsaw as pretext task, SRGAN and SimCLR for fine-grained classification
Atst Sed
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23
This repo includes the official implementations of "Fine-tune the pretrained ATST model for sound event detection".
Couta
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16
a time series anomaly detection method based on the calibrated one-class classifier
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
Latent Predictive Learning
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15
Code to accompany our paper "The combination of Hebbian and predictive plasticity learns invariant object representations in deep sensory networks” bioRxiv 2022
Isd
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14
ISD: Self-Supervised Learning by Iterative Similarity Distillation
Vipformer
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13
[ICRA 2023] ViPFormer: Efficient Vision-and-Pointcloud Transformer for Unsupervised Pointcloud Understanding. https://arxiv.org/abs/2303.14376
Graph Infoclust Gic
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13
Graph InfoClust: Leveraging cluster-level node information for unsupervised graph representation learning (PA-KDD 2021)
Cropmix
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13
Code of CropMix: Sampling a Rich Input Distribution via Multi-Scale Cropping
Data2vec Vision
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12
PyTorch implementation of Data2Vec self-supervised approach for vision use cases.
Bt Unet
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12
BT-Unet: A self-supervised learning framework
Wav2vec2 Huggingface Demo
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11
Speech to Text with self-supervised learning based on wav2vec 2.0 framework using Hugging Face's Transformer
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".
Self Supervised Bss Via Multi Encoder Ae
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8
Official repository for "Self-Supervised Blind Source Separation via Multi-Encoder Autoencoders".
Noncontrastive Ssl
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8
Analyzing partial dimensional collapse in non-contrastive self-supervised learning. "Understanding Collapse in Non-Contrastive Siamese Representation Learning." In ECCV, 2022.
Selfeeg
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7
selfEEG: a Python library for Self-Supervised Learning on Electroencephalography (EEG) data
Selfsupervisedlearning
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6
This repo reproduces results of "Understanding Self-Supervised Learning Dynamics without Contrastive Pairs" paper (https://arxiv.org/pdf/2102.06810.pdf)
Ssl Sonar Images
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6
Code for our paper Self-supervised Learning for Sonar Image Classification [CVPR 2022]
Exploratory_data_analysis_and_ml_projects
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6
Several datasets are manipulated, visualized, and analyzed with well-known ML Algorithms to make predictions, clustering, or classifications.
Understanding Negative Samples
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6
#NeurIPS2021 Codes for Understanding Negative Samples in Instance Discriminative Self-supervised Representation Learning
Lnl Gnn
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6
[IJCNN 2021] Node Embedding using Mutual Information and Self-Supervision based Bi-level Aggregation
Fastsiam Wafers
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6
Self-Supervised Representation Learning of Wafer Maps with FastSiam
Machine Learning
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5
Advanced topics in ML
Handposeestimation
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5
This repo contains the code used for carrying experiments for Paper Id 50 in preregister workshop at NeurIPS 2020.
Ssl For Slr
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5
Collection of self-supervised models for speaker and language recognition tasks.
Semi Super
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5
Semi/Self-Supervised Learning on a Pediatric Pneumonia Dataset
Pytorch Image Models With Simclr
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5
Multi-label classification based on timm, and add SimCLR to timm.
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