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self-supervised-learning

Here are 1,239 public repositories matching this topic...

DmitryRyumin / ICASSP-2023-24-Papers

ICASSP 2023-2024 Papers: A complete collection of influential and exciting research papers from the ICASSP 2023-24 conferences. Explore the latest advancements in acoustics, speech and signal processing. Code included. Star the repository to support the advancement of audio and signal processing!

Updated Jun 12, 2024
Python

DmitryRyumin / CVPR-2023-24-Papers

CVPR 2023-2024 Papers: Dive into advanced research presented at the leading computer vision conference. Keep up to date with the latest developments in computer vision and deep learning. Code included. ⭐ support visual intelligence development!

Updated Jun 12, 2024
Python

OxWearables / stepcount

A step-counting model based on self-supervised learning for wrist-worn accelerometer data.

machine-learning deep-learning healthcare wearables fitness-tracker gait-analysis self-supervised-learning

Updated Jun 11, 2024
Jupyter Notebook

Vaczzy / OpenRSSSL

Open-source Remote Sensing Self-Supervised Learning Project

self-supervised-learning remote-sensing-image-understanding

Updated Jun 11, 2024
Python

BiaPyX / BiaPy

Open source Python library for building bioimage analysis pipelines

python machine-learning computer-vision deep-learning image-processing pytorch medical-imaging classification segmentation convolutional-neural-networks object-detection image-segmentation super-resolution semantic-segmentation biomedical-image-processing denoising instance-segmentation self-supervised-learning

Updated Jun 11, 2024
Jupyter Notebook

PericlesHat / TACCO

Official implementation of TACCO (Task-guided Co-clustering).

clustering hypergraph graph-neural-networks self-supervised-learning ehr-data

Updated Jun 11, 2024
Python

jgraving / selfsne

Self-Supervised Noise Embeddings (Self-SNE)

machine-learning deep-learning clustering dimensionality-reduction embedding-models self-supervised-learning contrastive-learning

Updated Jun 11, 2024
Jupyter Notebook

lightly-ai / lightly

A python library for self-supervised learning on images.

machine-learning computer-vision deep-learning pytorch embeddings self-supervised-learning contrastive-learning

Updated Jun 11, 2024
Python

PaddlePaddle / PaddleSpeech

Easy-to-use Speech Toolkit including Self-Supervised Learning model, SOTA/Streaming ASR with punctuation, Streaming TTS with text frontend, Speaker Verification System, End-to-End Speech Translation and Keyword Spotting. Won NAACL2022 Best Demo Award.

Updated Jun 11, 2024
Python

AdalbertoCq / Histomorphological-Phenotype-Learning

Corresponding code of 'Quiros A.C.+, Coudray N.+, Yeaton A., Yang X., Chiriboga L., Karimkhan A., Narula N., Pass H., Moreira A.L., Le Quesne J.*, Tsirigos A.*, and Yuan K.* Mapping the landscape of histomorphological cancer phenotypes using self-supervised learning on unlabeled, unannotated pathology slides. 2024'

clustering unsupervised-learning self-supervised-learning histopathology

Updated Jun 11, 2024
Python

2D-Priors-for-3D-human-reconstruction

EliaFantini / 2D-Priors-for-3D-human-reconstruction

Potential of 2D Priors for Improving Robustness of Ill-Posed 3D Reconstruction

python deep-learning pytorch clip 3d-reconstruction robustness multimodal self-supervised-learning single-image pifu robustness-analysis human-mesh-reconstruction

Updated Jun 11, 2024
Python

openvinotoolkit / training_extensions

Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™

machine-learning computer-vision deep-learning pytorch semi-supervised-learning image-classification object-detection transfer-learning image-segmentation quantization action-recognition automl incremental-learning anomaly-detection hyper-parameter-optimization self-supervised-learning openvino neural-networks-compression datumaro

Updated Jun 12, 2024
Python

PaddlePaddle / PaddleScience

PaddleScience is SDK and library for developing AI-driven scientific computing applications based on PaddlePaddle.

machine-learning deep-learning supervised-learning paddlepaddle self-supervised-learning ai4science

Updated Jun 11, 2024
Python

yueliu1999 / Awesome-Deep-Graph-Clustering

Awesome Deep Graph Clustering is a collection of SOTA, novel deep graph clustering methods (papers, codes, and datasets).

machine-learning data-mining deep-learning clustering surveys representation-learning data-mining-algorithms network-embedding graph-convolutional-networks gcn graph-embedding graph-neural-networks self-supervised-learning deep-clustering graphclustering

Updated Jun 11, 2024
Python

EnnengYang / Awesome-Forgetting-in-Deep-Learning

A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning. arXiv:2307.09218.

machine-learning reinforcement-learning deep-learning generative-model domain-adaptation meta-learning overfitting machine-unlearning federated-learning continual-learning catastrophic-forgetting self-supervised-learning model-inversion-attacks forgetting membership-inference-attacks coreset-selection data-free-knolwedge-distillation property-inference-attacks model-attacks beneficial-forgetting

Updated Jun 11, 2024

HaoranZhuExplorer / World-Models-Autonomous-Driving-Latest-Survey

A curated list of world models for autonomous driving. Keep updated.

deep-learning autonomous-driving self-supervised-learning world-models

Updated Jun 11, 2024

SauravMaheshkar / sslgym

Implementations of various Self Supervised Learning methods

deep-learning tensorflow pytorch self-supervised-learning

Updated Jun 10, 2024
Python

FABallemand / ProjetCassiopee

Deep self-supervised learning for hand gesture recognition

self-supervised-learning

Updated Jun 10, 2024
Jupyter Notebook

Vlhermitte / SelfSupervisedMetricLearning

Self-Supervised Metric Learning of Blood Cells

computer-vision metric-learning self-supervised-learning

Updated Jun 10, 2024
Jupyter Notebook

Jungjee / ssl-features-asv

Can you Remove the Downstream Model for Speaker Recognition with Self-Supervised Speech Features? An Interspeech 2024 paper.

speaker-recognition speaker-verification self-supervised-learning

Updated Jun 10, 2024

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