TabKANet: Tabular Data Modeling with Kolmogorov-Arnold Network and
Transformer

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TabKANet: Tabular Data Modeling with Kolmogorov-Arnold Network and Transformer

13 September 2024

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Papers citing "TabKANet: Tabular Data Modeling with Kolmogorov-Arnold Network and Transformer"

9 / 9 papers shown

Title
U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation Chenxin Li Xinyu Liu Wenbo Li Cheng Wang Hengyu Liu Yifan Liu Zhen Chen Yixuan Yuan MedIm DiffM SSeg 127 140 0 05 Jun 2024
A Temporal Kolmogorov-Arnold Transformer for Time Series Forecasting Remi Genet Hugo Inzirillo AI4TS 119 45 0 04 Jun 2024
KAN: Kolmogorov-Arnold Networks Ziming Liu Yixuan Wang Sachin Vaidya Fabian Ruehle James Halverson Marin Soljacic Thomas Y. Hou Max Tegmark 292 577 0 30 Apr 2024
When Do Neural Nets Outperform Boosted Trees on Tabular Data? Duncan C. McElfresh Sujay Khandagale Jonathan Valverde C. VishakPrasad Ben Feuer Chinmay Hegde Ganesh Ramakrishnan Micah Goldblum Colin White LMTD 84 160 0 04 May 2023
TabPFN: A Transformer That Solves Small Tabular Classification Problems in a Second Noah Hollmann Samuel G. Müller Katharina Eggensperger Frank Hutter 111 315 0 05 Jul 2022
BERT: A Review of Applications in Natural Language Processing and Understanding M. V. Koroteev VLM 117 223 0 22 Mar 2021
Sequential Deep Learning for Credit Risk Monitoring with Tabular Financial Data Jillian M. Clements Di Xu N. Yousefi Dmitry Efimov 97 43 0 30 Dec 2020
TabTransformer: Tabular Data Modeling Using Contextual Embeddings Xin Huang A. Khetan Milan Cvitkovic Zohar Karnin ViT LMTD 215 459 0 11 Dec 2020
TabNet: Attentive Interpretable Tabular Learning Sercan O. Arik Tomas Pfister LMTD 206 1,365 0 20 Aug 2019