3 citations · 3 across the 2 of their papers we have counts for
3 papers · 1 filter
Is my Driver Observation Model Overconfident? Input-guided Calibration Networks for Reliable and Interpretable Confidence Estimates
Alina Roitberg, Kunyu Peng, David Schneider +4
Driver observation models are rarely deployed under perfect conditions. In practice, illumination, camera placement and type differ from the ones present during training and unfore…
Uncertainty-sensitive Activity Recognition: a Reliability Benchmark and the CARING Models
Alina Roitberg, Monica Haurilet, Manuel Martinez +1
Beyond assigning the correct class, an activity recognition model should also be able to determine, how certain it is in its predictions. We present the first study of how welthe c…
Detective: An Attentive Recurrent Model for Sparse Object Detection
Amine Kechaou, Manuel Martinez, Monica Haurilet +1
In this work, we present Detective - an attentive object detector that identifies objects in images in a sequential manner. Our network is based on an encoder-decoder architecture,…