Data Lifecycle Management in Evolving Input Distributions for
Learning-based Aerospace Applications

Data Lifecycle Management in Evolving Input Distributions for Learning-based Aerospace Applications

14 September 2022

Somrita Banerjee

Edward Schmerling

Michael Nemerouf

Papers citing "Data Lifecycle Management in Evolving Input Distributions for Learning-based Aerospace Applications"

13 / 13 papers shown

Title
The CLEAR Benchmark: Continual LEArning on Real-World Imagery Zhiqiu Lin Jia Shi Deepak Pathak Deva Ramanan CLL VLM 182 92 0 17 Jan 2022
Generalized Out-of-Distribution Detection: A Survey Jingkang Yang Kaiyang Zhou Yixuan Li Ziwei Liu 280 916 0 21 Oct 2021
Sketching Curvature for Efficient Out-of-Distribution Detection for Deep Neural Networks Apoorva Sharma Navid Azizan Marco Pavone UQCV 69 45 0 24 Feb 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 170 1,428 0 14 Dec 2020
A Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and Challenges Moloud Abdar Farhad Pourpanah Sadiq Hussain Dana Rezazadegan Li Liu ... Xiaochun Cao Abbas Khosravi U. Acharya V. Makarenkov S. Nahavandi BDL UQCV 269 1,911 0 12 Nov 2020
Safe Robot Navigation via Multi-Modal Anomaly Detection Lorenz Wellhausen René Ranftl Marco Hutter 59 77 0 22 Jan 2020
Satellite Pose Estimation Challenge: Dataset, Competition Design and Results Mate Kisantal Sumant Sharma T. Park Dario Izzo Marcus Märtens Simone DÁmico SSL 110 175 0 05 Nov 2019
Satellite Pose Estimation with Deep Landmark Regression and Nonlinear Pose Refinement Bo Chen Jiewei Cao Álvaro Parra Tat-Jun Chin 53 127 0 30 Aug 2019
Bayesian Batch Active Learning as Sparse Subset Approximation Robert Pinsler Jonathan Gordon Eric T. Nalisnick José Miguel Hernández-Lobato UQCV 47 132 0 06 Aug 2019
Re-evaluating Continual Learning Scenarios: A Categorization and Case for Strong Baselines Yen-Chang Hsu Yen-Cheng Liu Anita Ramasamy Z. Kira CLL ELM 77 356 0 30 Oct 2018
Continual Lifelong Learning with Neural Networks: A Review G. I. Parisi Ronald Kemker Jose L. Part Christopher Kanan S. Wermter KELM CLL 165 2,879 0 21 Feb 2018
Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms Han Xiao Kashif Rasul Roland Vollgraf 256 8,856 0 25 Aug 2017
Active Learning Using Uncertainty Information Yazhou Yang Marco Loog 32 73 0 27 Feb 2017