DL4SciVis: A State-of-the-Art Survey on Deep Learning for Scientific Visualization

13 April 2022

Papers citing "DL4SciVis: A State-of-the-Art Survey on Deep Learning for Scientific Visualization"

12 / 12 papers shown

Title
iVR-GS: Inverse Volume Rendering for Explorable Visualization via Editable 3D Gaussian Splatting Kaiyuan Tang Siyuan Yao Chaoli Wang 3DGS 44 1 0 24 Apr 2025
FCNR: Fast Compressive Neural Representation of Visualization Images Yunfei Lu Pengfei Gu Chaoli Wang 25 1 0 23 Jul 2024
Uncertainty-Aware Deep Neural Representations for Visual Analysis of Vector Field Data Atul Kumar S. Garg Soumya Dutta 37 0 0 23 Jul 2024
Photon Field Networks for Dynamic Real-Time Volumetric Global Illumination David Bauer Qi Wu Kwan-Liu Ma 13 1 0 14 Apr 2023
ChartReader: A Unified Framework for Chart Derendering and Comprehension without Heuristic Rules Zhi-Qi Cheng Qianwen Dai Siyao Li Jingdong Sun Teruko Mitamura Alexander G. Hauptmann 19 21 0 05 Apr 2023
Accelerated Probabilistic Marching Cubes by Deep Learning for Time-Varying Scalar Ensembles Mengjiao Han Tushar M. Athawale D. Pugmire Chris R. Johnson 16 8 0 15 Jul 2022
Physics-based Deep Learning Nils Thuerey Philipp Holl P. Holl Patrick Schnell Felix Trost Kiwon Um P. Schnell F. Trost PINN AI4CE 48 89 0 11 Sep 2021
Geometric deep learning: going beyond Euclidean data M. Bronstein Joan Bruna Yann LeCun Arthur Szlam P. Vandergheynst GNN 231 3,202 0 24 Nov 2016
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 212 19,191 0 21 Nov 2016
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 264 5,290 0 05 Nov 2016
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network Wenzhe Shi Jose Caballero Ferenc Huszár J. Totz Andrew P. Aitken Rob Bishop Daniel Rueckert Zehan Wang SupR 183 5,138 0 16 Sep 2016
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 201 7,816 0 13 Jun 2015