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Model Cards for Model Reporting

Model Cards for Model Reporting Margaret Mitchell, Simone Wu, Andrew Zaldivar, Parker Barnes, Lucy Vasserman, Ben Hutchinson, Elena Spitzer, Inioluwa Deborah Raji, Timnit Gebrummi……

TailorGAN: Making User-Defined Fashion Designs

TailorGAN: Making User-Defined Fashion Designs Lele Chen†       Justin Tian†       Guo LiUniversity of Rochesterl……

Julia Language in Machine Learning: Algorithms, Applications, and Open Issues

Julia Language in Machine Learning: Algorithms, Applications, and Open Issues Kaifeng GaoJingzhi TuZenan HuoGang Meigang.mei@cugb.edu.cnFrancesco Picciallifrancesco.piccialli@uni……

XSepConv: Extremely Separated Convolution

XSepConv: Extremely Separated Convolution Jiarong ChenTsinghua Universitycjr18@mails.tsinghua.edu.cn,luzq@sz.tsinghua.edu.cn,liaoqm@tsinghua.edu.cn  Zongqing LuTsinghua……

Explainable Deep Modeling of Tabular Data using TableGraphNet

Explainable Deep Modeling of Tabular Data using TableGraphNet Abstract The vast majority of research on explainability focuses on post-explainability rather than explainable mo……

FiniteNet: A Fully Convolutional LSTM Network Architecture for Time-Dependent Partial Differential Equations

FiniteNet: A Fully Convolutional LSTM Network Architecture for Time-Dependent Partial Differential Equations Abstract In this work, we present a machine learning approach for r……

Accelerating Object Detection by Erasing Background Activations

Accelerating Object Detection by Erasing Background Activations Byungseok Roh†   Han-Cheol Cho   Myung-Ho Ju1   Soon Hyung PyoIntel{peter.roh……

Should Artificial Intelligence Governance be Centralised? Design Lessons from History

Should Artificial Intelligence Governance be Centralised? Design Lessons from History Peter CihonCentre for the Governance of AI, Future of Humanity Institute, University of Oxfo……

How AI Is Saving Lives and Stopping Human Trafficking How AI Is Saving Lives and Stopping Human Trafficking {{ parent.title || parent.header.title}}

How AI Is Saving Lives and Stopping Human TraffickingHuman trafficking is a horrific crime that impacts between two and four million victims. The impact of modern-day slavery is fa……

AI Applications Across Major Industries AI Applications Across Major Industries {{ parent.title || parent.header.title}}

Even though Artificial Intelligence (AI) has been around as an academic and scientific discipline since the 1950s, the proponents of AI have never been as hopeful as they are in t……