"transformer networks" Papers

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High-Order Flow Matching: Unified Framework and Sharp Statistical Rates

Maojiang Su, Jerry Yao-Chieh Hu, Yi-Chen Lee et al.

NEURIPS 2025

TractoTransformer: Diffusion MRI Streamline Tractography using CNN and Transformer Networks

Itzik Waizman, Yakov Gusakov, Itay Benou et al.

NEURIPS 2025arXiv:2509.16429

Can Mamba Learn How To Learn? A Comparative Study on In-Context Learning Tasks

Jong Ho Park, Jaden Park, Zheyang Xiong et al.

ICML 2024arXiv:2402.04248
107
citations

Exact Conversion of In-Context Learning to Model Weights in Linearized-Attention Transformers

Brian Chen, Tianyang Hu, Hui Jin et al.

ICML 2024arXiv:2406.02847
6
citations

HARDVS: Revisiting Human Activity Recognition with Dynamic Vision Sensors

Xiao Wang, Zongzhen Wu, Bo Jiang et al.

AAAI 2024paperarXiv:2211.09648
72
citations

Simulation of Graph Algorithms with Looped Transformers

Artur Back de Luca, Kimon Fountoulakis

ICML 2024arXiv:2402.01107
27
citations