Knowledge-augmented Deep Learning and Its Applications: A Survey

Knowledge-augmented Deep Learning and Its Applications: A Survey

30 November 2022

Kartik Talamadupula

Papers citing "Knowledge-augmented Deep Learning and Its Applications: A Survey"

14 / 14 papers shown

Title
SPIN: SE(3)-Invariant Physics Informed Network for Binding Affinity Prediction Seungyeon Choi Sangmin Seo Sanghyun Park 32 0 0 10 Jul 2024
Quantitative Analysis of Molecular Transport in the Extracellular Space Using Physics-Informed Neural Network Jiayi Xie Hongfeng Li Jin Cheng Qingrui Cai Hanbo Tan Lingyun Zu Xiaobo Qu Hongbin Han 28 2 0 23 Jan 2024
The Expert Knowledge combined with AI outperforms AI Alone in Seizure Onset Zone Localization using resting state fMRI Payal Kamboj Ayan Banerjee V. L. Boerwinkle Sandeep K. S. Gupta 16 4 0 14 Dec 2023
Chain of Thought Prompting Elicits Knowledge Augmentation Di Wu Jing Zhang Xinmei Huang LRM 26 31 0 04 Jul 2023
Knowledge-augmented Graph Machine Learning for Drug Discovery: A Survey from Precision to Interpretability Zhiqiang Zhong A. Barkova Davide Mottin 16 8 0 16 Feb 2023
Knowledge-enhanced Neural Machine Reasoning: A Review Tanmoy Chowdhury Chen Ling Xuchao Zhang Xujiang Zhao Guangji Bai Jian Pei Haifeng Chen Liang Zhao 36 7 0 04 Feb 2023
Auto-Encoding Knowledge Graph for Unsupervised Medical Report Generation Fenglin Liu Chenyu You Xian Wu Shen Ge Sheng Wang Xu Sun MedIm 73 91 0 08 Nov 2021
Neural Networks with Physics-Informed Architectures and Constraints for Dynamical Systems Modeling Franck Djeumou Cyrus Neary Eric Goubault S. Putot Ufuk Topcu PINN AI4CE 34 68 0 14 Sep 2021
Zero-Shot Day-Night Domain Adaptation with a Physics Prior A. Lengyel Sourav Garg Michael Milford J. C. V. Gemert 34 57 0 11 Aug 2021
Neural Monocular 3D Human Motion Capture with Physical Awareness Soshi Shimada Vladislav Golyanik Weipeng Xu P. Pérez Christian Theobalt 3DH 3DV 92 95 0 03 May 2021
Lagrangian Neural Networks M. Cranmer S. Greydanus Stephan Hoyer Peter W. Battaglia D. Spergel S. Ho PINN 127 422 0 10 Mar 2020
Logic Tensor Networks for Semantic Image Interpretation Ivan Donadello Luciano Serafini Artur Garcez 54 209 0 24 May 2017
A Compositional Object-Based Approach to Learning Physical Dynamics Michael Chang T. Ullman Antonio Torralba J. Tenenbaum AI4CE OCL 238 438 0 01 Dec 2016
Interaction Networks for Learning about Objects, Relations and Physics Peter W. Battaglia Razvan Pascanu Matthew Lai Danilo Jimenez Rezende Koray Kavukcuoglu AI4CE OCL PINN GNN 278 1,400 0 01 Dec 2016