2024 |
Adversarially Robust Deep Multi-View Clustering: A Novel Attack and Defense Framework |
AR-DMVC-AM |
ICML |
|
|
2024 |
Bridging Gaps: Federated Multi-View Clustering in Heterogeneous Hybrid Views |
FMCSC |
NeurIPS |
|
|
2024 |
Robust Contrastive Multi-view Clustering against Dual Noisy Correspondence |
CANDY |
NeurIPS |
|
|
2024 |
Evaluate then Cooperate: Shapley-based View Cooperation Enhancement for Multi-view Clustering |
SCE-MVC |
NeurIPS |
|
- |
2024 |
Investigating and Mitigating the Side Effects of Noisy Views for Self-Supervised Clustering Algorithms in Practical Multi-View Scenarios |
MVCAN |
CVPR |
|
|
2024 |
Rethinking Multi-view Representation Learning via Distilled Disentangling |
MRDD |
CVPR |
|
|
2024 |
Differentiable Information Bottleneck for Deterministic Multi-view Clustering |
DIB |
CVPR |
|
- |
2024 |
Deep Generative Clustering with Multimodal Diffusion Variational Autoencoders |
CMVAE |
ICLR |
|
- |
2024 |
Learning Common Semantics via Optimal Transport for Contrastive Multi-view Clustering |
CSOT |
TIP |
|
|
2024 |
Dual Contrast-Driven Deep Multi-View Clustering |
DCMVC |
TIP |
|
|
2024 |
Multiview Deep Subspace Clustering Networks |
MvDSCN |
TCYB |
|
- |
2024 |
Deep Contrastive Multi-View Subspace Clustering With Representation and Cluster Interactive Learning |
DCMVSC |
TKDE |
|
- |
2024 |
Robust Multi-View Clustering with Noisy Correspondence |
RMCNC |
TKDE |
|
|
2024 |
Integrating Vision-Language Semantic Graphs in Multi-View Clustering |
IVSGMV |
IJCAI |
|
- |
2024 |
Simple Contrastive Multi-View Clustering with Data-Level Fusion |
SCM |
IJCAI |
|
|
2024 |
Dynamic Weighted Graph Fusion for Deep Multi-View Clustering |
DFMVC |
IJCAI |
|
- |
2024 |
Contrastive and View-Interaction Structure Learning for Multi-view Clustering |
SERIES |
IJCAI |
|
- |
2024 |
Active Deep Multi-view Clustering |
ADMC |
IJCAI |
|
|
2024 |
Homophily-Related: Adaptive Hybrid Graph Filter for Multi-View Graph Clustering |
AHGFC |
AAAI |
|
- |
2024 |
SURER: Structure-Adaptive Unified Graph Neural Network for Multi-View Clustering |
SURER |
AAAI |
|
|
2024 |
Heterogeneity-Aware Federated Deep Multi-View Clustering towards Diverse Feature Representations |
HFMVC |
ACM MM |
|
|
2024 |
EMVCC: Enhanced Multi-View Contrastive Clustering for Hyperspectral Images |
EMVCC |
ACM MM |
|
|
2024 |
DFMVC: Deep Fair Multi-view Clustering |
DFMVC |
ACM MM |
|
- |
2024 |
View Gap Matters: Cross-view Topology and Information Decoupling for Multi-view Clustering |
TGM-MVC |
ACM MM |
|
- |
2024 |
Learning Dual Enhanced Representation for Contrastive Multi-view Clustering |
LUCE-CMC |
ACM MM |
|
|
2024 |
Contrastive Graph Distribution Alignment for Partially View-Aligned Clustering |
CGDA |
ACM MM |
|
- |
2024 |
Dual-Optimized Adaptive Graph Reconstruction for Multi-View Graph Clustering |
DOAGC |
ACM MM |
|
- |
2024 |
Robust Variational Contrastive Learning for Partially View-unaligned Clustering |
VITAL |
ACM MM |
|
|
2024 |
Self-Weighted Contrastive Fusion for Deep Multi-View Clustering |
SCMVC |
TMM |
|
|
2024 |
Subspace-Contrastive Multi-View Clustering |
SCMC |
TKDD |
|
- |
2024 |
Multi-view contrastive clustering via integrating graph aggregation and confidence enhancement |
MAGA |
IF |
|
|
2024 |
Trustworthy multi-view clustering via alternating generative adversarial representation learning and fusion |
AGARL |
IF |
|
- |
2024 |
Structural deep multi-view clustering with integrated abstraction and detail |
SMVC |
NN |
|
- |
2024 |
Progressive Neighbor-masked Contrastive Learning for Fusion-style Deep Multi-View Clustering |
PNCL-FDMC |
NN |
|
- |
2024 |
Composite Attention Mechanism Network for Deep Contrastive Multi-view Clustering |
CAMVC |
NN |
|
- |
2024 |
Asymmetric Double-Winged Multi-View Clustering Network for Exploring Diverse and Consistent Information |
CodingNet |
NN |
|
- |
2024 |
Decomposed deep multi-view subspace clustering with self-labeling supervision |
D2MVSC |
IS |
|
- |
2024 |
Structure-guided feature and cluster contrastive learning for multi-view clustering |
SGFCC |
Neurcom |
|
- |
2024 |
Learning consensus representations in multi-latent spaces for multi-view clustering |
DMCC |
Neurcom |
|
- |
2024 |
MCoCo: Multi-level Consistency Collaborative Multi-view Clustering |
MCoCo |
ESA |
|
- |
2024 |
Graph-Driven Deep Multi-View Clustering with Self-Paced Learning |
GDMVC |
KBS |
|
|
2024 |
Information Bottleneck Fusion for Deep Multi-view Clustering |
IBFDMVC |
KBS |
|
- |
2024 |
Separable Consistency and Diversity Feature Learning for Multi-View Clustering |
SCDFL |
SPL |
|
- |
2023 |
Graph Embedding Contrastive Multi-Modal Representation Learning for Clustering |
GECMC |
TIP |
|
|
2023 |
Neighbor-aware deep multi-view clustering via graph convolutional network |
NMvC-GCN |
IF |
|
|
2023 |
Joint contrastive triple-learning for deep multi-view clustering |
JCT |
IPM |
|
|
2023 |
Auto-attention mechanism for multi-view deep embedding clustering |
MDEC |
PR |
|
- |
2023 |
Deep multi-view spectral clustering via ensemble |
DMCE |
PR |
|
- |
2023 |
Unified Representation Learning for Multi-View Clustering by Between/Within View Deep Majorization |
deepURL |
TETCI |
|
|
2023 |
Dropping pathways towards deep multi-view graph subspace clustering networks |
DPMGSC |
ACM MM |
|
- |
2023 |
Triple-granularity contrastive learning for deep multi-view subspace clustering |
TRUST |
ACM MM |
|
- |
2023 |
Deep multiview adaptive clustering with semantic invariance |
DMAC-SI |
TNNLS |
|
|
2023 |
Generalized Information-theoretic Multi-view Clustering |
IMC |
NeurIPS |
|
- |
2023 |
Self-Weighted Contrastive Learning among Multiple Views for Mitigating Representation Degeneration |
SEM |
NeurIPS |
|
|
2023 |
A Novel Approach for Effective Multi-View Clustering with Information-Theoretic Perspective |
SUMVC |
NeurIPS |
|
|
2023 |
Dual Label-Guided Graph Refnement for Multi-View Graph Clustering |
DuaLGR |
AAAI |
|
|
2023 |
Cross-view Topology Based Consistent and Complementary Information for Deep Multi-view Clustering |
CTCC |
ICCV |
|
- |
2023 |
MHCN: A Hyperbolic Neural Network Model for Multi-view Hierarchical Clustering |
MHCN |
ICCV |
|
- |
2023 |
Deep Multiview Clustering by Contrasting Cluster Assignments |
CVCL |
ICCV |
|
|
2023 |
DealMVC: Dual Contrastive Calibration for Multi-view Clustering |
DealMVC |
ACM MM |
|
|
2023 |
Self-Supervised Graph Attention Networks for Deep Weighted Multi-View Clustering |
SGDMC |
AAAI |
|
- |
2023 |
Dual Fusion-Propagation Graph Neural Network for Multi-view Clustering |
DFP-GNN |
TMM |
|
- |
2023 |
Joint Shared-and-Specific Information for Deep Multi-View Clustering |
JSSI |
TCSVT |
|
- |
2023 |
On the Effects of Self-supervision and Contrastive Alignment in Deep Multi-view Clustering |
DeepMVC |
CVPR |
|
|
2023 |
GCFAgg:Global and Cross-view Feature Aggregation for Multi-view Clustering |
GCFAgg |
CVPR |
|
- |
2023 |
Self-Supervised Information Bottleneck for Deep Multi-View Subspace Clustering |
SIB-MSC |
TIP |
|
- |
2023 |
Multi-channel Augmented Graph Embedding Convolutional Network for Multi-view Clustering |
MAGEC-Net |
TNSE |
|
- |
2022 |
Deep Safe Multi-View Clustering:Reducing the Risk of Clustering Performance Degradation Caused by View Increase |
DSMVC |
CVPR |
|
|
2022 |
Multi-level Feature Learning for Contrastive Multi-view Clustering |
MFLVC |
CVPR |
|
|
2022 |
Stationary Diffusion State Neural Estimation for Multiview Clustering |
SDSNE |
AAAI |
|
|
2022 |
Multi-View Subspace Clustering via Structured Multi-Pathway Network |
SMpNet |
TNNLS |
|
|
2022 |
Multiview Subspace Clustering With Multilevel Representations and Adversarial Regularization |
MvSC-MRAR |
TNNLS |
|
- |
2022 |
Self-Supervised Deep Multiview Spectral Clustering |
SDMvSC |
TNNLS |
|
- |
2022 |
Contrastive Multi-view Hyperbolic Hierarchical Clustering |
CMHHC |
IJCAI |
|
- |
2022 |
Multi-view Graph Embedding Clustering Network:Joint Self-supervision and Block Diagonal Representation |
MVGC |
NN |
|
|
2022 |
Efficient Multi‑view Clustering Networks |
EMC-Nets |
APPL INTELL |
|
|
2021 |
Deep Mutual Information Maximin for Cross-Modal Clustering |
DMIM |
AAAI |
|
- |
2021 |
Uncertainty-Aware Multi-View Representation Learning |
DUA-Nets |
AAAI |
|
|
2021 |
Learning Deep Sparse Regularizers With Applications to Multi-View Clustering and Semi-Supervised Classification |
DSRL |
TPAMI |
|
|
2021 |
Reconsidering Representation Alignment for Multi-view Clustering |
SiMVC&CoMVC |
CVPR |
|
|
2021 |
Deep Multiple Auto-Encoder-Based Multi-view Clustering |
MVC_MAE |
DSE |
|
|
2021 |
Multimodal Clustering Networks for Self-supervised Learning from Unlabeled Videos |
MCN |
ICCV |
|
|
2021 |
Multi-VAE: Learning Disentangled View-common and View-peculiar Visual Representations for Multi-view Clustering |
Multi-VAE |
ICCV |
|
|
2021 |
Graph Filter-based Multi-view Attributed Graph Clustering |
MvAGC |
IJCAI |
|
|
2021 |
Multi-view Subspace Clustering Networks with Local and Global Graph Information |
MSCNGL |
Neurocom |
|
|
2021 |
Attentive Multi-View Deep Subspace Clustering Net |
AMVDSN |
Neurocom |
|
- |
2021 |
Multi-view Contrastive Graph Clustering |
MCGC |
NeurIPS |
|
|
2021 |
Self-supervised Discriminative Feature Learning for Deep Multi-view Clustering |
SDMVC |
TKDE |
|
|
2021 |
Multi-view Attributed Graph Clustering |
MAGC |
TKDE |
|
|
2021 |
Deep Multi-view Subspace Clustering with Unified and Discriminative Learning |
DMSC-UDL |
TMM |
|
|
2021 |
Self-supervised Graph Convolutional Network for Multi-view Clustering |
SGCMC |
TMM |
|
|
2021 |
Consistent Multiple Graph Embedding for Multi-View Clustering |
CMGEC |
TMM |
|
|
2021 |
Deep Multiview Collaborative Clustering |
DMCC |
TNNLS |
|
- |
2020 |
Partially View-aligned Clustering |
PVC |
NeurIPS |
|
|
2020 |
Cross-modal Subspace Clustering via Deep Canonical Correlation Analysis |
CMSC-DCCA |
AAAI |
|
- |
2020 |
Shared Generative Latent Representation Learning for Multi-View Clustering |
DMVCVAE |
AAAI |
|
|
2020 |
End-to-End Adversarial-Attention Network for Multi-Modal Clustering |
EAMC |
CVPR |
|
|
2020 |
Multi-View Attribute Graph Convolution Networks for Clustering |
MAGCN |
IJCAI |
|
|
2020 |
End-To-End Deep Multimodal Clustering |
DMMC |
ICME |
|
|
2020 |
Deep Embedded Multi-view Clustering with Collaborative Training |
DEMVC |
IS |
|
|
2020 |
Joint Deep Multi-View Learning for Image Clustering |
DMJC |
TKDE |
|
- |
2020 |
One2Multi Graph Autoencoder for Multi-view Graph Clustering |
O2MVC |
WWW |
|
|
2019 |
AE^2-Nets: Autoencoder in Autoencoder Networks |
AE^2-Nets |
CVPR |
|
|
2019 |
COMIC: Multi-view Clustering Without Parameter Selection |
COMIC |
ICML |
|
|
2019 |
Deep Adversarial Multi-view Clustering Network |
DAMC |
IJCAI |
|
|
2019 |
Multi-view Spectral Clustering Network |
MvSCN |
IJCAI |
|
|
2019 |
Multi-view Deep Subspace Clustering Networks |
MvDSCN |
TIP |
|
|
2018 |
Generalized Latent Multi-View Subspace Clustering |
gLMSC |
TPAMI |
|
|
2018 |
Deep Multimodal Subspace Clustering Networks |
DMSC |
STSP |
|
|
2018 |
Deep Multi-View Clustering via Multiple Embedding |
DMVC-ME |
CoRR |
|
- |