Vision Transformers for Efficient Indoor Pathloss Radio Map Prediction

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Vision Transformers for Efficient Indoor Pathloss Radio Map Prediction

12 December 2024

Rafayel Mkrtchyan

Edvard Ghukasyan

Khoren Petrosyan

Hrant Khachatrian

Theofanis P. Raptis

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Papers citing "Vision Transformers for Efficient Indoor Pathloss Radio Map Prediction"

12 / 12 papers shown

Title
The First Indoor Pathloss Radio Map Prediction Challenge Stefanos Bakirtzis Çagkan Yapar Kehai Qiu Ian Wassell Jie Zhang AI4CE 44 2 0 23 Jan 2025
IPP-Net: A Generalizable Deep Neural Network Model for Indoor Pathloss Radio Map Prediction Bin Feng Meng Zheng Wei Liang Lei Zhang AI4CE 70 1 0 11 Jan 2025
Outdoor Environment Reconstruction with Deep Learning on Radio Propagation Paths Hrant Khachatrian Rafayel Mkrtchyan Theofanis P. Raptis 58 3 0 27 Feb 2024
A Scalable and Generalizable Pathloss Map Prediction Ju-Hyung Lee A. Molisch 55 14 0 06 Dec 2023
Constructing Indoor Region-based Radio Map without Location Labels Zheng Xing Junting Chen 48 7 0 31 Aug 2023
ML-based Approaches for Wireless NLOS Localization: Input Representations and Uncertainty Estimation R. Darbinyan Hrant Khachatrian Rafayel Mkrtchyan Theofanis P. Raptis UQCV 62 7 0 22 Apr 2023
DINOv2: Learning Robust Visual Features without Supervision Maxime Oquab Timothée Darcet Théo Moutakanni Huy Q. Vo Marc Szafraniec ... Hervé Jégou Julien Mairal Patrick Labatut Armand Joulin Piotr Bojanowski VLM CLIP SSL 394 3,514 0 14 Apr 2023
Transformers in Vision: A Survey Salman Khan Muzammal Naseer Munawar Hayat Syed Waqas Zamir Fahad Shahbaz Khan M. Shah ViT 334 2,537 0 04 Jan 2021
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 684 41,563 0 22 Oct 2020
A Survey of Convolutional Neural Networks: Analysis, Applications, and Prospects Zewen Li Wenjie Yang Shouheng Peng Fan Liu HAI 3DV 129 2,751 0 01 Apr 2020
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 651 4,925 0 23 Jan 2020
Unified Perceptual Parsing for Scene Understanding Tete Xiao Yingcheng Liu Bolei Zhou Yuning Jiang Jian Sun OCL VOS 199 1,904 0 26 Jul 2018