xiangfasong's repositories
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).
Partition-Level-Tensor-Learning-based-Multi-View-Unsupervised-Feature-Selection
Matlab code for the TNNLS 2023 paper "Partition Level Tensor Learning based Multi-View Unsupervised Feature Selection"
Awesome-Continual-Multi-view-clustering
Awesome Continual Multi-view Clustering is a collection of SOTA, novel continual multi-view clustering methods (papers, codes).
Comprehensive-Multi-view-Self-Representations-for-Clustering
Comprehensive Multi-view Self-Representations for Clustering
Soft-label-guided-non-negative-matrix-factorization-for-unsupervised-feature-selection
Soft-label guided non-negative matrix factorization for unsupervised feature selection
Consistency--exclusivity-guided-unsupervised-multi-view-feature-selection
Consistency–exclusivity guided unsupervised multi-view feature selection
Decouple-Graph-Neural-Networks-Train-Multiple-Simple-GNNs-Simultaneously-Instead-of-One
Implementation of "Decouple Graph Neural Networks: Train Multiple Simple GNNs Simultaneously Instead of One", IEEE Transactions on Pattern Analysis and Machine Intelligence.
-oupled-GANe-to-fuse-MRI-and-PET-image-features-for-multi-stage-classification-of-Alzheimer
Coupled GAN for fusion of MRI and PET image-features for AD diagnosis.
awesome-transformers-in-medical-imaging
A collection of resources on applications of Transformers in Medical Imaging.
Partial-Multi-Label-Learning
A curated list of resources for Partial-Multi-Label-Learning
Unsupervised-Feature-Selection-via-Nonlinear-Representation-and-Adaptive-Structure-Preservation
Implementation For Unsupervised Feature Selection via Nonlinear Representation and Adaptive Structure Preservation (NRASP)
shared-latent-sub-label-structure-and-simultaneous-orthogonal-basis-clustering
This is the relevant code for Multi-label feature selection via shared latent sub-label structure and simultaneous orthogonal basis clustering (SLOFS)
Robust-and-Sparse-Principal-Component-Analysis-With-Adaptive-Loss-Minimization-for-Feature-Selection
The code of the paper "Robust and Sparse Principal Component Analysis With Adaptive Loss Minimization for Feature Selection"
Structural-regularization-based-discriminative-multi-view-unsupervised-feature-selection
Structural regularization based discriminative multi-view unsupervised feature selection
Negative-Label-and-Noise-Feature-Guided-Disambiguation-for-Partial-Multi-Label-Learning
This is the relevant code for PML-ND
Robust-and-Consistent-Anchor-Graph-Learning-for-Multi-view-Clustering
[IEEE TKDE 2024] Code of "Robust and Consistent Anchor Graph Learning for Multi-view Clustering"
Multi-View-Unsupervised-Feature-Selection-with-Consensus-Partition-and-Diverse-Graph
Matlab code for the INS 2023 paper "Multi-View Unsupervised Feature Selection with Consensus Partition and Diverse Graph"
LLSRFS
Unsupervised Feature Selection by Learning Exponential Weights
-Soft-Label-Guided-Unsupervised-Discriminative-Sparse-Subspace-Feature-Selection
soft label guided Unsupervised Discriminative Sparse Subspace Feature selection
Multi-view-unsupervised-complementary-feature-selection-with-multi-order-similarity-learning
Matlab code for the KBS 2023 paper "Multi-view unsupervised complementary feature selection with multi-order similarity learning"
Geometric-Inspired-Graph-based-Incomplete-Multi-view-Clustering
A python implement for Geometric-Inspired Graph-based Incomplete Multi-view Clustering
MICCAI-2023-Open-Source-Papers
MICCAI 2019-2023 Open Source Papers
Multi-View-and-Multi-Order-Structured-Graph-Learning
Multi-View and Multi-Order Structured Graph Learning
awesome-semi-supervised-learning
😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.
Structure-Learning-with-Consensus-Label-Information-for-Multi-View-Unsupervised-Feature-Selection
Matlab code for the ESWA 2023 paper "Structure Learning with Consensus Label Information for Multi-View Unsupervised Feature Selection"
Discretize-Relaxed-Solution-of-Spectral-Clustering-via-A-Non-Heuristic-Algorithm
Implementation of "Discretize Relaxed Solution of Spectral Clustering via A Non-Heuristic Algorithm", IEEE Transactions on Neural Networks and Learning Systems.
Consensus-cluster-structure-guided-multi-view-unsupervised-feature-selection
Matlab code for the KBS 2023 paper "Consensus cluster structure guided multi-view unsupervised feature selection"