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05/15/2023
t-RAIN: Robust generalization under weather-aliasing label shift attacks
In the classical supervised learning settings, classifiers are fit with ...
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05/12/2023
WEDGE: A multi-weather autonomous driving dataset built from generative vision-language models
The open road poses many challenges to autonomous perception, including ...
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04/03/2022
RestoreX-AI: A Contrastive Approach towards Guiding Image Restoration via Explainable AI Systems
Modern applications such as self-driving cars and drones rely heavily up...
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04/03/2022
In Rain or Shine: Understanding and Overcoming Dataset Bias for Improving Robustness Against Weather Corruptions for Autonomous Vehicles
Several popular computer vision (CV) datasets, specifically employed for...
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09/20/2021
Investigating the Relationship Between World Development Indicators and the Occurrence of Disease Outbreaks in the 21st Century: A Case Study
The timely identification of socio-economic sectors vulnerable to a dise...
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09/15/2021