One Size Doesn't Fit All: Adaptive Label Smoothing

no code implementations • 1 Jan 2021 • Ujwal Krothapalli, Lynn Abbott

Objectness is a measure of likelihood of an object from \textit{any} class being present in a given image.

Object Object Localization

Adaptive Label Smoothing

no code implementations • 14 Sep 2020 • Ujwal Krothapalli, A. Lynn Abbott

We present a novel approach to classification that combines the ideas of objectness and label smoothing during training.

General Classification Object Localization +1

Predicting User Annoyance Using Visual Attributes

no code implementations • CVPR 2014 • Gordon Christie, Amar Parkash, Ujwal Krothapalli, Devi Parikh

In human-centric applications, some mistakes are more annoying to users than others.

Attribute Image Retrieval +1