2024 "long-range dependencies" Papers

7 papers found

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Conference

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Paper Type

poster (24,624)paper (8,140)oral (1,594)spotlight (1,421)highlight (975)

A Dual-module Framework for Counterfactual Estimation over Time

Xin Wang, Shengfei Lyu, Lishan Yang et al.

ICML 2024oral

Cached Transformers: Improving Transformers with Differentiable Memory Cached

Zhaoyang Zhang, Wenqi Shao, Yixiao Ge et al.

AAAI 2024paperarXiv:2312.12742
5
citations

Long Range Propagation on Continuous-Time Dynamic Graphs

Alessio Gravina, Giulio Lovisotto, Claudio Gallicchio et al.

ICML 2024oralarXiv:2406.02740

Multi-Track Message Passing: Tackling Oversmoothing and Oversquashing in Graph Learning via Preventing Heterophily Mixing

Hongbin Pei, Yu Li, Huiqi Deng et al.

ICML 2024spotlight

S2WAT: Image Style Transfer via Hierarchical Vision Transformer Using Strips Window Attention

Chiyu Zhang, Xiaogang Xu, Lei Wang et al.

AAAI 2024paperarXiv:2210.12381
46
citations

TSLANet: Rethinking Transformers for Time Series Representation Learning

Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen et al.

ICML 2024oralarXiv:2404.08472

Viewing Transformers Through the Lens of Long Convolutions Layers

Itamar Zimerman, Lior Wolf

ICML 2024poster