Benchmarking Learnt Radio Localisation under Distribution Shift

4 October 2022

Papers citing "Benchmarking Learnt Radio Localisation under Distribution Shift"

9 / 9 papers shown

Title
Three-Way Deep Neural Network for Radio Frequency Map Generation and Source Localization K. Gill Son Nguyen M. M. Thein A. Wyglinski 18 5 0 23 Nov 2021
Robust fine-tuning of zero-shot models Mitchell Wortsman Gabriel Ilharco Jong Wook Kim Mike Li Simon Kornblith ... Raphael Gontijo-Lopes Hannaneh Hajishirzi Ali Farhadi Hongseok Namkoong Ludwig Schmidt VLM 161 739 0 04 Sep 2021
WiCluster: Passive Indoor 2D/3D Positioning using WiFi without Precise Labels I. Karmanov F. G. Zanjani S. Merlin I. Kadampot Daniel Dijkman 45 14 0 31 May 2021
WILDS: A Benchmark of in-the-Wild Distribution Shifts Pang Wei Koh Shiori Sagawa Henrik Marklund Sang Michael Xie Marvin Zhang ... A. Kundaje Emma Pierson Sergey Levine Chelsea Finn Percy Liang OOD 235 1,449 0 14 Dec 2020
In Search of Lost Domain Generalization Ishaan Gulrajani David Lopez-Paz OOD 100 1,157 0 02 Jul 2020
The Many Faces of Robustness: A Critical Analysis of Out-of-Distribution Generalization Dan Hendrycks Steven Basart Norman Mu Saurav Kadavath Frank Wang ... Samyak Parajuli Mike Guo Basel Alomair Jacob Steinhardt Justin Gilmer OOD 363 1,757 0 29 Jun 2020
CSI-based Outdoor Localization for Massive MIMO: Experiments with a Learning Approach Alexis Decurninge L. G. Ordóñez Paul Ferrand Gaoning He Bojie Li Zhang Wei M. Guillaud 33 67 0 19 Jun 2018
Computational Optimal Transport Gabriel Peyré Marco Cuturi OT 235 2,151 0 01 Mar 2018
Visualizing the Loss Landscape of Neural Nets Hao Li Zheng Xu Gavin Taylor Christoph Studer Tom Goldstein 264 1,901 0 28 Dec 2017