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cs.CV2025
Enhancing Multi-view Open-set Learning via Ambiguity Uncertainty Calibration and View-wise Debiasing
Zihan Fang, Zhiyong Xu, Lan Du +3
Existing multi-view learning models struggle in open-set scenarios due to their implicit assumption of class completeness. Moreover, static view-induced biases, which arise from sp…
cs.CV2025
LargeMvC-Net: Anchor-based Deep Unfolding Network for Large-scale Multi-view Clustering
Shide Du, Chunming Wu, Zihan Fang +4
Deep anchor-based multi-view clustering methods enhance the scalability of neural networks by utilizing representative anchors to reduce the computational complexity of large-scale…