3 citations · 3 across the 2 of their papers we have counts for
2 papers
cs.CV2023
t-RAIN: Robust generalization under weather-aliasing label shift attacks
Aboli Marathe, Sanjana Prabhu
In the classical supervised learning settings, classifiers are fit with the assumption of balanced label distributions and produce remarkable results on the same. In the real world…
cs.CV2023★ 3 cited
WEDGE: A multi-weather autonomous driving dataset built from generative vision-language models
Aboli Marathe, Deva Ramanan, Rahee Walambe +1
The open road poses many challenges to autonomous perception, including poor visibility from extreme weather conditions. Models trained on good-weather datasets frequently fail at…