Oral "state space models" Papers

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Autocorrelation Matters: Understanding the Role of Initialization Schemes for State Space Models

Fusheng Liu, Qianxiao Li

ICLR 2025oralarXiv:2411.19455
6
citations

EventMG: Efficient Multilevel Mamba-Graph Learning for Spatiotemporal Event Representation

Sheng Wu, Lin Jin, Hui Feng et al.

NEURIPS 2025oral

PASS: Path-selective State Space Model for Event-based Recognition

Jiazhou Zhou, Kanghao Chen, Lei Zhang et al.

NEURIPS 2025oralarXiv:2409.16953
1
citations

PICASO: Permutation-Invariant Context Composition with State Space Models

Tian Yu Liu, Alessandro Achille, Matthew Trager et al.

ICLR 2025oralarXiv:2502.17605

Sports-Traj: A Unified Trajectory Generation Model for Multi-Agent Movement in Sports

Yi Xu, Yun Fu

ICLR 2025oralarXiv:2405.17680
11
citations

From Generalization Analysis to Optimization Designs for State Space Models

Fusheng Liu, Qianxiao Li

ICML 2024oralarXiv:2405.02670
11
citations

Hierarchical State Space Models for Continuous Sequence-to-Sequence Modeling

Raunaq Bhirangi, Chenyu Wang, Venkatesh Pattabiraman et al.

ICML 2024oralarXiv:2402.10211
19
citations