multi-view-learning

There are 4 repositories under multi-view-learning topic.

krahets / awesome-mvs
A curated list of tutorials, papers, software related to multi-view stereo.
awesome awesome-list awesome-lists computer-vision 3d-vision 3d-reconstruction multiview-stereo mvs multi-view-learning multi-view-stereo
232
florencejt / fusilli
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 🌸
attention-mechanism cnn data-fusion graph-neural-network imaging machine-learning multi-view multi-view-learning multimodal multimodal-deep-learning multimodality multivariate-analysis pytorch pytorch-lightning variational-autoencoder
Language:Python 151
SubTab
AstraZeneca / SubTab
The official implementation of the paper, "SubTab: Subsetting Features of Tabular Data for Self-Supervised Representation Learning"
contrastive-learning multi-view-learning representation-learning self-supervised-learning tabular-data
Language:Python 140
VCL3D / DeepDepthDenoising
This repo includes the source code of the fully convolutional depth denoising model presented in https://arxiv.org/pdf/1909.01193.pdf (ICCV19)
depth-denoising rgbd rgb-d autoencoder self-supervised-learning multi-view-learning realsense2
Language:Python 132
sheryl-ai / MVGCN
Multi-View Graph Convolutional Network and Its Applications on Neuroimage Analysis for Parkinson's Disease (AMIA 2018)
brain-networks graph-convolutional-networks metric-learning multi-view-learning
Language:Python 97
ajhamdi / mvtorch
a Pytorch library for multi-view 3D understanding and generation
pytorch pytorch3d deep learning multi-view multi-view-learning 3d 3d-deep-learning multi-view-geometry nerf
Language:Python 79
yashbhalgat / Contrastive-Lift
[NeurIPS 2023 Spotlight] Code for "Contrastive Lift: 3D Object Instance Segmentation by Slow-Fast Contrastive Fusion"
3d-reconstruction computer-vision instance-segmentation multi-view-learning multi-view-stereo nerf pytorch rendering neurips neurips-2023
Language:Python 55
himashi92 / Duo-SegNet
[MICCAI2021] This is an official PyTorch implementation for "Duo-SegNet: Adversarial Dual-Views for Semi-Supervised Medical Image Segmentation"
medical-image-segmentation semi-supervised-learning adversarial-learning co-training multi-view-learning pytorch dual-view segmentation
Language:Python 46
zubair-irshad / articulated-object-nerf
Experimental repo for modelling Articulated Object Neural Radiance Field
3d-reconstruction 3d-vision articulated-objects artificial-intelligence computer-vision deep-learning implicit-neural-representation machine-learning multi-view-learning nerf neural-networks neural-radiance-fields pytorch rendering
Language:Python 46
XLearning-SCU / 2021-CVPR-MvCLN
PyTorch implementation for Partially View-aligned Representation Learning with Noise-robust Contrastive Loss (CVPR 2021)
noisy-labels contrastive-loss multi-view-learning
Language:Python 45
WHU-ZQH / KGAN
[TKDE] Knowledge Graph Augmented Network Towards Multiview Representation Learning for Aspect-based Sentiment Analysis
absa knowledge-graph multi-view-learning
Language:Python 41
likith012 / mulEEG
Official implementation of our MICCAI 2022 paper "mulEEG: A Multi-View Representation Learning on EEG Signals"
deep-learning electroencephalography miccai multi-view-learning representation-learning self-supervised-learning sleep-staging time-series
Language:Python 29
HackerHyper / ACMVH
Adaptive Confidence Multi-View Hashing
multi-modal-fusion multi-modal-learning multi-view-learning
Language:Python 23
basiralab / MultiGraphGAN
MultiGraphGAN for predicting multiple target graphs from a source graph using geometric deep learning.
brain-graphs graph-generation source-graph target-graph gan generative-adversarial-network geometric-deep-learning brain-connectivity morphological-brain-networks multimodal-deep-learning predictive-learning predictive-intelligence multi-view-learning
Language:Python 22
IoBT-VISTEC / SleepPoseNet
Deep Learning Approach for UWB Applications (IEEE Journal of Biomedical and Health Informatics)
dataset deep-learning machine-learning multi-view-learning pose-tracking radar sleep sleep-monitoring tensorflow wireless-sensor
Language:Jupyter Notebook 21
pratham16cse / DualTPP
Code for "Long Horizon Forecasting With Temporal Point Processes", WSDM 2021
temporal-point-processes temporal-modeling forecasting multi-view-learning event-sequence point-process long-term-forecasting
Language:Python 21
CAMMA-public / SelfPose3d
Official code for "SelfPose3d: Self-Supervised Multi-Person Multi-View 3d Pose Estimation"
3d-human-shape-and-pose-estimation self-supervised-learning human-pose-estimation multi-view-learning multi-view-multi-person-3d-human-pose-estimation
Language:Python 20
youweiliang / Multi-view_Graph_Learning
Code for the paper "Multi-view Graph Learning by Joint Modeling of Consistency and Inconsistency"
graph-learning clustering multi-view multi-view-clustering multi-view-learning
Language:C++ 17
yueyu1030 / STEAM
[KDD 2020] This is the code repository for our KDD'20 paper STEAM: Self-Supervised Taxonomy Expansion with Mini-Paths.
taxonomy knowledge-extraction self-supervised-learning gnn-propagated-embeddings kdd taxonomy-expansion multi-view-learning hypernymy-detection
Language:Python 17
fmenat / MultiviewCropClassification
Public repository of our IGARSS 2023 submission
agriculture-research crop-classification crop-type-mapping croptypes data-fusion datafusion multi-modal-learning multi-view-learning multimodal-learning multisensor-fusion multiview-learning remote-sensing remote-sensing-image crop-type-mapp
Language:Python 13
Guanzhou-Ke / cloven
The official repos for "A Clustering-guided Contrastive Fusion for Multi-view Representation Learning"
multi-view-learning pytorch unsupervised-learning
Language:Python 13
MatthewHowe / WIBAM
Project code for weakly supervised 3D object detectors using wide-baseline multi-view traffic camera data: WIBAM.
3d-object-detection traffic-analysis weakly-supervised-learning wide-baseline-stereo multi-view-learning object-detection 2d-object-detection
Language:Python 12
ShizhenChang / SMSL
Sketched Multi-view Subspace Learning for Hyperspectral Anomalous Change Detection
anomalous-change-detection hyperpectral-analysis multi-view-learning
Language:MATLAB 10
Guanzhou-Ke / EMC-Nets
The official repos of Efficient Multi-view Clustering Network
deep-learning multi-view-learning self-supervised-learning
Language:Python 9
xiaoming-qxm / webvision
An exploratory project which wants to find ways to learn from noisy data
deep-learning webvision image-classification multi-view-learning pytorch-cnn
Language:Python 9
bbrighttaer / ivpgan
Integrated View Predictive GAN for Drug-Target Indication Prediction
bioinformatics drug-target-interactions drug-discovery deep-learning multi-view-learning
Language:Python 8
wanxinhang / Awesome-Semi-supervised-Multi-view-classification
Awesome Semi-supervised Multi-view Classification is a collection of SOTA, novel semi-supervised multi-view classification methods (papers, codes).
clustering multi-view-learning semi-supervised-classification data-mining-algorithms gcn machine-learning-algorithms representation-learning surveys
Language:Python 6
aalto-ics-kepaco / GO-LTR-prediction
Protein function prediction through latent tensor reconstruction
gene-ontology latent-tensor-reconstruction multi-view-learning protein-function-prediction
Language:Python 4
icmpnorequest / DASFAA2021_DMVMT
Official code for 2021-DASFAA-Neural Demographic Prediction in Social Media with Deep Multi-View Multi-Task Learning
demographic-analysis demographics-data multi-task-learning multi-view-learning
Language:Python 4
Guanzhou-Ke / mori-ran
The official repos. for "MORI-RAN: Multi-view Robust Representation Learning via Hybrid Contrastive Fusion"
multi-view-learning pytorch
Language:Python 3
he-tiantian / CCPMVFGC
Contextual correlation preserving multi-view featured graph clustering-IEEE TCYB (2019), Graph clustering, community detection, attributed graph, multi-view featured graph, graph analytics
graph-clustering community-detection multi-view-learning network-analysis
3
talipucar / DomainTranslation
Pytorch implementation of "Multi-domain translation between single-cell imaging and sequencing data using autoencoders" (https://www.nature.com/articles/s41467-020-20249-2) with custom models.
multi-view multi-view-learning shared-embedding data-alignment multi-modal multi-modal-learning multi-domain multi-domain-adaptation single-cell-rna-seq single-cell-omics single-cell
Language:Python 3
xianshanren / MDL
Detecting Product Adoption Intention via Multi-View Deep Learning
intention-detection deep-learning text-classification multi-view-learning
Language:Python 3
JiaWu-Repository / MSFS
[IEEE Transactions on Multimedia 2020] Multi-View Multi-Label Learning With Sparse Feature Selection for Image Annotation
multi-view-learning multi-label-learning feature-selection image-annotation
2
RamnathKumar181 / eDarkFind-Unsupervised-Multi-view-Learning-for-Sybil-Account-Detection
Sybil account detection on the dark web drug markets using an unsupervised multi-view learning approach. Worked while I was at Knoesis.
darknet multi-view-learning sybil-control unsupervised-learning
Language:Python 2
wanxinhang / Awesome-Continual-Multi-view-clustering
Awesome Continual Multi-view Clustering is a collection of SOTA, novel continual multi-view clustering methods (papers, codes).
clustering continual-learning data-mining-algorithms machine-learning-algorithms multi-view-clustering multi-view-learning surveys
Language:MATLAB 2