multi-view-learning

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krahets /awesome-mvs

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Star273

A curated list of tutorials, papers, software related to multi-view stereo.

awesome computer-vision awesome-list multi-view-stereo 3d-reconstruction 3d-vision awesome-lists mvs multi-view-learning multiview-stereo

UpdatedAug 29, 2022

florencejt /fusilli

Star196

A Python package housing a collection of deep-learning multi-modal data fusion method pipelines! From data loading, to training, to evaluation - fusilli's got you covered 🌸

machine-learning cnn pytorch attention-mechanism imaging multimodality multivariate-analysis variational-autoencoder data-fusion multimodal multimodal-deep-learning multi-view-learning multi-view graph-neural-network pytorch-lightning

UpdatedJul 23, 2025
Python

AstraZeneca /SubTab

Star150

The official implementation of the paper, "SubTab: Subsetting Features of Tabular Data for Self-Supervised Representation Learning"

tabular-data representation-learning multi-view-learning self-supervised-learning contrastive-learning

UpdatedJul 1, 2022
Python

VCL3D /DeepDepthDenoising

Star135

This repo includes the source code of the fully convolutional depth denoising model presented inhttps://arxiv.org/pdf/1909.01193.pdf (ICCV19)

autoencoder rgbd rgb-d multi-view-learning self-supervised-learning realsense2 depth-denoising

UpdatedNov 10, 2020
Python

sheryl-ai /MVGCN

Star101

Multi-View Graph Convolutional Network and Its Applications on Neuroimage Analysis for Parkinson's Disease (AMIA 2018)

metric-learning graph-convolutional-networks multi-view-learning brain-networks

UpdatedMar 28, 2020
Python

ajhamdi /mvtorch

Star83

a Pytorch library for multi-view 3D understanding and generation

learning deep pytorch multi-view-geometry nerf 3d 3d-deep-learning multi-view-learning multi-view pytorch3d

UpdatedNov 4, 2025
Python

mk-runner /MLRG

Star74

[CVPR'25] Enhanced Contrastive Learning with Multi-view Longitudinal Data for Chest X-ray Report Generation

longitudinal-data multi-view-learning mimic-cxr contrastive-learning radiology-report-generation patient-specific-prior-knowledge mimic-abn

UpdatedAug 19, 2025
Python

yashbhalgat /Contrastive-Lift

Star71

[NeurIPS 2023 Spotlight] Code for "Contrastive Lift: 3D Object Instance Segmentation by Slow-Fast Contrastive Fusion"

computer-vision rendering pytorch multi-view-stereo nerf 3d-reconstruction instance-segmentation multi-view-learning neurips neurips-2023

UpdatedNov 3, 2023
Python

CAMMA-public /SelfPose3d

Star65

Official code for "SelfPose3d: Self-Supervised Multi-Person Multi-View 3d Pose Estimation"

human-pose-estimation multi-view-learning self-supervised-learning 3d-human-shape-and-pose-estimation multi-view-multi-person-3d-human-pose-estimation

UpdatedMay 23, 2025
Python

zubair-irshad /articulated-object-nerf

Star51

Experimental repo for modelling Articulated Object Neural Radiance Field

machine-learning computer-vision deep-learning rendering pytorch artificial-intelligence neural-networks nerf 3d-reconstruction 3d-vision multi-view-learning neural-radiance-fields articulated-objects implicit-neural-representation

UpdatedAug 30, 2023
Python

XLearning-SCU /2021-CVPR-MvCLN

Star51

PyTorch implementation for Partially View-aligned Representation Learning with Noise-robust Contrastive Loss (CVPR 2021)

contrastive-loss multi-view-learning noisy-labels

UpdatedMar 26, 2022
Python

himashi92 /Duo-SegNet

Star51

[MICCAI2021] This is an official PyTorch implementation for "Duo-SegNet: Adversarial Dual-Views for Semi-Supervised Medical Image Segmentation"

pytorch semi-supervised-learning segmentation adversarial-learning co-training dual-view multi-view-learning medical-image-segmentation

UpdatedSep 30, 2021
Python

WHU-ZQH /KGAN

Star50

[TKDE] Knowledge Graph Augmented Network Towards Multiview Representation Learning for Aspect-based Sentiment Analysis

knowledge-graph absa multi-view-learning

UpdatedApr 4, 2024
Python

likith012 /mulEEG

Star35

Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"

deep-learning time-series representation-learning electroencephalography miccai sleep-staging multi-view-learning self-supervised-learning

UpdatedOct 29, 2025
Python

imantdaunhawer /multimodal-contrastive-learning

Star34

[ICLR 2023] Official code for the paper "Identifiability Results for Multimodal Contrastive Learning"

machine-learning representation-learning multimodal-learning multi-view-learning contrastive-learning

UpdatedMar 17, 2023
Python

wanxinhang /Awesome-Semi-supervised-Multi-view-classification

Star31

Awesome Semi-supervised Multi-view Classification is a collection of SOTA, novel semi-supervised multi-view classification methods (papers, codes).

clustering machine-learning-algorithms surveys representation-learning data-mining-algorithms gcn multi-view-learning semi-supervised-classification

UpdatedJul 24, 2024
Python

cleste-pome /SparseMVC

Star30

Pytorch repository for "SparseMVC: Probing Cross-view Sparsity Variations for Multi-view Clustering" (NeurIPS 2025 Spotlight)

clustering representation-learning unsupervised-learning multi-view-learning

UpdatedNov 24, 2025
Python

IoBT-VISTEC /SleepPoseNet

Star27

Deep Learning Approach for UWB Applications (IEEE Journal of Biomedical and Health Informatics)

machine-learning deep-learning tensorflow radar dataset sleep multi-view-learning wireless-sensor pose-tracking sleep-monitoring

UpdatedJan 7, 2021
Jupyter Notebook

HackerHyper /ACMVH

Star23

Adaptive Confidence Multi-View Hashing

multi-view-learning multi-modal-learning multi-modal-fusion

UpdatedDec 13, 2023
Python

wanxinhang /Awesome-Continual-Multi-view-clustering

Star23

Awesome Continual Multi-view Clustering is a collection of SOTA, novel continual multi-view clustering methods (papers, codes).

clustering machine-learning-algorithms surveys data-mining-algorithms multi-view-clustering continual-learning multi-view-learning

UpdatedOct 31, 2025
MATLAB

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multi-view-learning

Here are 76 public repositories matching this topic...

krahets /awesome-mvs

florencejt /fusilli

AstraZeneca /SubTab

VCL3D /DeepDepthDenoising

sheryl-ai /MVGCN

ajhamdi /mvtorch

mk-runner /MLRG

yashbhalgat /Contrastive-Lift

CAMMA-public /SelfPose3d

zubair-irshad /articulated-object-nerf

XLearning-SCU /2021-CVPR-MvCLN

himashi92 /Duo-SegNet

WHU-ZQH /KGAN

likith012 /mulEEG

imantdaunhawer /multimodal-contrastive-learning

wanxinhang /Awesome-Semi-supervised-Multi-view-classification

cleste-pome /SparseMVC

IoBT-VISTEC /SleepPoseNet

HackerHyper /ACMVH

wanxinhang /Awesome-Continual-Multi-view-clustering

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