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20242026
most citedVisual Mamba: A Survey and New Outlooks

37 citations · 39 across the 6 of their papers we have counts for

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5 papers · 1 filter

cs.CV2026

MaskFlow: Precise, Consistent and Seamless Regional Image Editing

Rui Xu, Yang Yong, Shunzi Yang +2

Regional image editing has attracted considerable attention for its spatial controllability. Although instruction-based and mask-based editing methods can achieve strong semantic a…

cs.CV2026

Staying True to the Origin: Continuous Image Stylization with Smooth Transitions

Rui Xu, Hanmo Zhang, Songhua Liu

Recent advances in generative models have achieved remarkable performance in text- and image-conditioned editing. However, preserving the content of a given image while referencing…

cs.CV2025

MCMoE: Completing Missing Modalities with Mixture of Experts for Incomplete Multimodal Action Quality Assessment

Huangbiao Xu, Huanqi Wu, Xiao Ke +3

Multimodal Action Quality Assessment (AQA) has recently emerged as a promising paradigm. By leveraging complementary information across shared contextual cues, it enhances the disc…

cs.CV2025

MambaScope: Coarse-to-Fine Scoping for Efficient Vision Mamba

Shanhui Liu, Rui Xu, Yunke Wang

Vision Mamba has emerged as a promising and efficient alternative to Vision Transformers, yet its efficiency remains fundamentally constrained by the number of input tokens. Existi…

cs.CV2024★ 37 cited

Visual Mamba: A Survey and New Outlooks

Rui Xu, Shu Yang, Yihui Wang +3

Mamba, a recent selective structured state space model, excels in long sequence modeling, which is vital in the large model era. Long sequence modeling poses significant challenges…