Improving Deep Learning Models via Constraint-Based Domain Knowledge: a Brief Survey

19 May 2020

Papers citing "Improving Deep Learning Models via Constraint-Based Domain Knowledge: a Brief Survey"

7 / 7 papers shown

Title
Informative regularization for a multi-layer perceptron RR Lyrae classifier under data shift Francisco Pérez-Galarce K. Pichara P. Huijse M. Catelán D. Méry 28 0 0 12 Mar 2023
Knowledge-Injected Federated Learning Zhenan Fan Zirui Zhou Jian Pei M. Friedlander Jiajie Hu Chengliang Li Yong Zhang FedML 25 4 0 16 Aug 2022
Informed Learning by Wide Neural Networks: Convergence, Generalization and Sampling Complexity Jianyi Yang Shaolei Ren 32 3 0 02 Jul 2022
Constrained Imitation Learning for a Flapping Wing Unmanned Aerial Vehicle T. K C Taeyoung Lee 18 2 0 08 Jun 2022
Knowledge-Integrated Informed AI for National Security Anu Myne Kevin J. Leahy Ryan Soklaski 21 0 0 04 Feb 2022
Hyperplane bounds for neural feature mappings Antonio Jimeno Yepes 12 2 0 15 Jan 2022
Injecting Knowledge in Data-driven Vehicle Trajectory Predictors Mohammadhossein Bahari Ismail Nejjar Alexandre Alahi 28 49 0 08 Mar 2021