Selim Kuzucu*

"On Calibration of Object Detectors: Pitfalls, Evaluation and Baselines"

"Reliable usage of object detectors require them to be calibrated—a crucial problem that requires careful attention. Recent approaches towards this involve (1) designing new loss functions to obtain calibrated detectors by training them from scratch, and (2) post-hoc Temperature Scaling (TS) that le…