"multi-view learning" Papers

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GMV: A Unified and Efficient Graph Multi-View Learning Framework

Qipeng zhu, Jie Chen, Jian Pu et al.

MVREC: A General Few-shot Defect Classification Model Using Multi-View Region-Context

Shuai Lyu, Rongchen Zhang, Zeqi Ma et al.

AAAI 2025paperarXiv:2412.16897

OpenViewer: Openness-Aware Multi-View Learning

Shide Du, Zihan Fang, Yanchao Tan et al.

AAAI 2025paperarXiv:2412.12596

SSOLE: Rethinking Orthogonal Low-rank Embedding for Self-Supervised Learning

Lun Huang, Qiang Qiu, Guillermo Sapiro

Supervised and Semi-Supervised Diffusion Maps with Label-Driven Diffusion

Harel Mendelman, Ronen Talmon

Theory-Driven Label-Specific Representation for Incomplete Multi-View Multi-Label Learning

Quanjiang Li, Tianxiang Xu, Tingjin Luo et al.

NEURIPS 2025spotlight

Uncertainty-Aware Global-View Reconstruction for Multi-View Multi-Label Feature Selection

Pingting Hao, Kunpeng Liu, Wanfu Gao

AAAI 2025paperarXiv:2503.14024

Decouple then Classify: A Dynamic Multi-view Labeling Strategy with Shared and Specific Information

Xinhang Wan, Jiyuan Liu, Xinwang Liu et al.

Diffusion-based Missing-view Generation With the Application on Incomplete Multi-view Clustering

Jie Wen, Shijie Deng, Waikeung Wong et al.

Reliable Conflictive Multi-View Learning

Cai Xu, Jiajun Si, Ziyu Guan et al.

AAAI 2024paperarXiv:2402.16897

UniCorn: A Unified Contrastive Learning Approach for Multi-view Molecular Representation Learning

Shikun Feng, Yuyan Ni, Li et al.

ICML 2024arXiv:2405.10343