"multi-scale modeling" Papers

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Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification

Yucong Meng, Zhiwei Yang, Yonghong Shi et al.

AAAI 2025paperarXiv:2412.10776
6
citations

CrossAD: Time Series Anomaly Detection with Cross-scale Associations and Cross-window Modeling

Beibu Li, Qichao Shentu, Yang Shu et al.

NEURIPS 2025arXiv:2510.12489
3
citations

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
5
citations

PRE-Mamba: A 4D State Space Model for Ultra-High-Frequent Event Camera Deraining

Ciyu Ruan, Ruishan Guo, Zihang GONG et al.

ICCV 2025arXiv:2505.05307
8
citations

RIGNO: A Graph-based Framework For Robust And Accurate Operator Learning For PDEs On Arbitrary Domains

Sepehr Mousavi, Shizheng Wen, Levi Lingsch et al.

NEURIPS 2025oralarXiv:2501.19205
6
citations