RayProNet: A Neural Point Field Framework for Radio Propagation Modeling in 3D Environments

4 June 2024

Papers citing "RayProNet: A Neural Point Field Framework for Radio Propagation Modeling in 3D Environments"

17 / 17 papers shown

Title
Relightable 3D Gaussian: Real-time Point Cloud Relighting with BRDF Decomposition and Ray Tracing Jian Gao Chun Gu Youtian Lin Hao Zhu Xun Cao Li Zhang Yao Yao 3DGS 73 38 0 27 Nov 2023
Transformer-Based Neural Surrogate for Link-Level Path Loss Prediction from Variable-Sized Maps Thomas M. Hehn Tribhuvanesh Orekondy O. Shental Arash Behboodi Juan Bucheli Akash S. Doshi June Namgoong Taesang Yoo Ashwin Sampath Joseph B. Soriaga AI4CE 32 6 0 06 Oct 2023
3D Gaussian Splatting for Real-Time Radiance Field Rendering Bernhard Kerbl Georgios Kopanas Thomas Leimkuehler G. Drettakis 3DGS 98 3,534 0 08 Aug 2023
Sionna: An Open-Source Library for Next-Generation Physical Layer Research J. Hoydis Sebastian Cammerer Fayccal Ait Aoudia Avinash Vem Nikolaus Binder Guillermo Marcus Alexander Keller 68 227 0 22 Mar 2022
Neural Point Light Fields Julian Ost I. Laradji Alejandro Newell Yuval Bahat Felix Heide 34 56 0 02 Dec 2021
Deep Point Cloud Reconstruction J. Choe Byeongin Joung François Rameau Jaesik Park In So Kweon 3DPC 58 19 0 23 Nov 2021
SnowflakeNet: Point Cloud Completion by Snowflake Point Deconvolution with Skip-Transformer Peng Xiang Xin Wen Yu-Shen Liu Yan-Pei Cao Pengfei Wan Wen Zheng Zhizhong Han ViT 3DPC 55 228 0 10 Aug 2021
Score-Based Point Cloud Denoising Shitong Luo Wei Hu DiffM 35 156 0 23 Jul 2021
AttWalk: Attentive Cross-Walks for Deep Mesh Analysis Ran Ben Izhak Alon Lahav A. Tal 3DV 57 10 0 23 Apr 2021
An Overview of Machine Learning Techniques for Radiowave Propagation Modeling Aristeidis Seretis C. Sarris AI4CE 45 76 0 28 Jan 2021
DiffPD: Differentiable Projective Dynamics Tao Du Kui Wu Pingchuan Ma Sebastien Wah Andrew Spielberg Daniela Rus Wojciech Matusik 29 97 0 15 Jan 2021
Accelerating 3D Deep Learning with PyTorch3D Nikhila Ravi Jeremy Reizenstein David Novotny Taylor Gordon Wan-Yen Lo Justin Johnson Georgia Gkioxari 3DPC 80 911 0 16 Jul 2020
DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation Jeong Joon Park Peter R. Florence Julian Straub Richard Newcombe S. Lovegrove 3DV 60 3,647 0 16 Jan 2019
PointCleanNet: Learning to Denoise and Remove Outliers from Dense Point Clouds Marie-Julie Rakotosaona Vittorio La Barbera Paul Guerrero Niloy J. Mitra M. Ovsjanikov 3DPC 29 299 0 04 Jan 2019
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 171 129,831 0 12 Jun 2017
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas Guibas 3DH 3DPC 3DV PINN 340 14,172 0 02 Dec 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 99 149,279 0 22 Dec 2014