"spatial-temporal dependencies" Papers

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CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding

Jiquan Wang, Sha Zhao, Zhiling Luo et al.

ICLR 2025oralarXiv:2412.07236

Diffusion Transformer Captures Spatial-Temporal Dependencies: A Theory for Gaussian Process Data

Hengyu Fu, Zehao Dou, Jiawei Guo et al.

ICLR 2025oralarXiv:2407.16134

Graph Structure Learning for Spatial-Temporal Imputation: Adapting to Node and Feature Scales

Xinyu Yang, Yu Sun, Xinyang Chen et al.

AAAI 2025paperarXiv:2412.18535

HoPE: Hybrid of Position Embedding for Long Context Vision-Language Models

Haoran Li, Yingjie Qin, Baoyuan Ou et al.

NEURIPS 2025oralarXiv:2505.20444

STAA-SNN: Spatial-Temporal Attention Aggregator for Spiking Neural Networks

Tianqing Zhang, Kairong Yu, Xian Zhong et al.

CVPR 2025arXiv:2503.02689

Fully-Connected Spatial-Temporal Graph for Multivariate Time-Series Data

Yucheng Wang, Yuecong Xu, Jianfei Yang et al.

AAAI 2024paperarXiv:2309.05305