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cs.LG2026
Binding Multiple Modalities via Multimodal Wasserstein Barycenter
Xiaole Tang, Jiayi Xu, Xiang Gu +2
Multimodal learning beyond two modalities commonly leverages a specific modality (e.g., text) to bind other modalities. However, how to establish a more balanced representation spa…
cs.CV2026
Learning Continuous Wasserstein Barycenter Space for Generalized All-in-One Image Restoration
Xiaole Tang, Xiaoyi He, Jiayi Xu +2
Despite substantial advances in all-in-one image restoration for addressing diverse degradations within a unified model, existing methods remain vulnerable to out-of-distribution d…