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Hongtian Yu

2 accepted papers

2024

Spatial Transform Decoupling for Oriented Object Detection

AAAI 2024technical

Vision Transformers (ViTs) have achieved remarkable success in computer vision tasks. However, their potential in rotation-sensitive scenarios has not been fully explored, and this limitation may be inherently attributed to the lack of spatial invariance in the data-forwarding process. In this study…

2024

VMamba: Visual State Space Model

NeurIPS 2024spotlight

Designing computationally efficient network architectures remains an ongoing necessity in computer vision. In this paper, we adapt Mamba, a state-space language model, into VMamba, a vision backbone with linear time complexity. At the core of VMamba is a stack of Visual State-Space (VSS) blocks with…