Fast Tree-Field Integrators: From Low Displacement Rank to Topological
Transformers

Fast Tree-Field Integrators: From Low Displacement Rank to Topological Transformers

22 June 2024

Krzysztof Choromanski

Arijit Sehanobish

Somnath Basu Roy Chowdhury

Han Lin

Avinava Dubey

Snigdha Chaturvedi

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Papers citing "Fast Tree-Field Integrators: From Low Displacement Rank to Topological Transformers"

11 / 11 papers shown

Title
A Survey of Multi-Tenant Deep Learning Inference on GPU Fuxun Yu Di Wang Longfei Shangguan Minjia Zhang Chenchen Liu Xiang Chen BDL AI4CE 56 32 0 17 Mar 2022
From block-Toeplitz matrices to differential equations on graphs: towards a general theory for scalable masked Transformers K. Choromanski Han Lin Haoxian Chen Tianyi Zhang Arijit Sehanobish Valerii Likhosherstov Jack Parker-Holder Tamás Sarlós Adrian Weller Thomas Weingarten 68 34 0 16 Jul 2021
Stable, Fast and Accurate: Kernelized Attention with Relative Positional Encoding Shengjie Luo Shanda Li Tianle Cai Di He Dinglan Peng Shuxin Zheng Guolin Ke Liwei Wang Tie-Yan Liu 70 50 0 23 Jun 2021
Learning Mesh-Based Simulation with Graph Networks Tobias Pfaff Meire Fortunato Alvaro Sanchez-Gonzalez Peter W. Battaglia AI4CE 82 804 0 07 Oct 2020
Rethinking Attention with Performers K. Choromanski Valerii Likhosherstov David Dohan Xingyou Song Andreea Gane ... Afroz Mohiuddin Lukasz Kaiser David Belanger Lucy J. Colwell Adrian Weller 186 1,600 0 30 Sep 2020
TUDataset: A collection of benchmark datasets for learning with graphs Christopher Morris Nils M. Kriege Franka Bause Kristian Kersting Petra Mutzel Marion Neumann 239 827 0 16 Jul 2020
What is the State of Neural Network Pruning? Davis W. Blalock Jose Javier Gonzalez Ortiz Jonathan Frankle John Guttag 275 1,053 0 06 Mar 2020
A Fair Comparison of Graph Neural Networks for Graph Classification Federico Errica Marco Podda D. Bacciu Alessio Micheli FaML 128 449 0 20 Dec 2019
Fused Gromov-Wasserstein distance for structured objects: theoretical foundations and mathematical properties David Tellez G. Litjens J. A. van der Laak R. Tavenard F. Ciompi OT 82 129 0 07 Nov 2018
Computational Optimal Transport Gabriel Peyré Marco Cuturi OT 224 2,150 0 01 Mar 2018
TensorFlow: A system for large-scale machine learning Martín Abadi P. Barham Jianmin Chen Zhiwen Chen Andy Davis ... Vijay Vasudevan Pete Warden Martin Wicke Yuan Yu Xiaoqiang Zhang GNN AI4CE 433 18,361 0 27 May 2016

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