The GatedTabTransformer. An enhanced deep learning architecture for tabular modeling

1 January 2022

Papers citing "The GatedTabTransformer. An enhanced deep learning architecture for tabular modeling"

18 / 18 papers shown

Title
Transformers predicting the future. Applying attention in next-frame and time series forecasting Radostin Cholakov T. Kolev AI4TS 41 17 0 18 Aug 2021
Simple Modifications to Improve Tabular Neural Networks J. Fiedler LMTD 103 19 0 06 Aug 2021
Well-tuned Simple Nets Excel on Tabular Datasets Arlind Kadra Marius Lindauer Frank Hutter Josif Grabocka 38 196 0 21 Jun 2021
Pay Attention to MLPs Hanxiao Liu Zihang Dai David R. So Quoc V. Le AI4CE 119 662 0 17 May 2021
TabTransformer: Tabular Data Modeling Using Contextual Embeddings Xin Huang A. Khetan Milan Cvitkovic Zohar Karnin ViT LMTD 197 453 0 11 Dec 2020
Tabular Transformers for Modeling Multivariate Time Series Inkit Padhi Yair Schiff Igor Melnyk Mattia Rigotti Youssef Mroueh Pierre Dognin Jerret Ross Ravi Nair Erik Altman LMTD AI4TS 54 92 0 03 Nov 2020
DNF-Net: A Neural Architecture for Tabular Data A. Abutbul G. Elidan L. Katzir Ran El-Yaniv LMTD AI4CE 51 29 0 11 Jun 2020
TaBERT: Pretraining for Joint Understanding of Textual and Tabular Data Pengcheng Yin Graham Neubig Wen-tau Yih Sebastian Riedel RALM LMTD 81 598 0 17 May 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 493 42,407 0 03 Dec 2019
TabNet: Attentive Interpretable Tabular Learning Sercan O. Arik Tomas Pfister LMTD 183 1,349 0 20 Aug 2019
The Evolved Transformer David R. So Chen Liang Quoc V. Le ViT 100 462 0 30 Jan 2019
AutoInt: Automatic Feature Interaction Learning via Self-Attentive Neural Networks Weiping Song Chence Shi Zhiping Xiao Zhijian Duan Yewen Xu Ming Zhang Jian Tang CML 80 856 0 29 Oct 2018
Tune: A Research Platform for Distributed Model Selection and Training Richard Liaw Eric Liang Robert Nishihara Philipp Moritz Joseph E. Gonzalez Ion Stoica 209 901 0 13 Jul 2018
MobileNetV2: Inverted Residuals and Linear Bottlenecks Mark Sandler Andrew G. Howard Menglong Zhu A. Zhmoginov Liang-Chieh Chen 178 19,271 0 13 Jan 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 687 131,526 0 12 Jun 2017
XGBoost: A Scalable Tree Boosting System Tianqi Chen Carlos Guestrin 787 38,735 0 09 Mar 2016
Empirical Evaluation of Rectified Activations in Convolutional Network Bing Xu Naiyan Wang Tianqi Chen Mu Li 133 2,910 0 05 May 2015
Deep Neural Networks for Anatomical Brain Segmentation A. D. Brébisson Giovanni Montana 62 324 0 09 Feb 2015