2025 "state space model" Papers

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Enhancing Online Continual Learning with Plug-and-Play State Space Model and Class-Conditional Mixture of Discretization

Sihao Liu, Yibo Yang, Xiaojie Li et al.

CVPR 2025posterarXiv:2412.18177

MambaOut: Do We Really Need Mamba for Vision?

Weihao Yu, Xinchao Wang

CVPR 2025posterarXiv:2405.07992

MambaVLT: Time-Evolving Multimodal State Space Model for Vision-Language Tracking

Xinqi Liu, Li Zhou, Zikun Zhou et al.

CVPR 2025highlightarXiv:2411.15459

MamV2XCalib: V2X-based Target-less Infrastructure Camera Calibration with State Space Model

Yaoye Zhu, Zhe Wang, Yan Wang

ICCV 2025posterarXiv:2507.23595

MVSMamba: Multi-View Stereo with State Space Model

Jianfei Jiang, Qiankun Liu, Hongyuan Liu et al.

NEURIPS 2025posterarXiv:2511.01315

PromptHash: Affinity-Prompted Collaborative Cross-Modal Learning for Adaptive Hashing Retrieval

Qiang Zou, Shuli Cheng, Jiayi Chen

CVPR 2025posterarXiv:2503.16064

StruMamba3D: Exploring Structural Mamba for Self-supervised Point Cloud Representation Learning

Chuxin Wang, Yixin Zha, Wenfei Yang et al.

ICCV 2025posterarXiv:2506.21541