Feyza Yavuz*

Bucketed Ranking-based Losses for Efficient Training of Object Detectors

"Ranking-based loss functions, such as Average Precision Loss and Rank&Sort Loss, outperform widely used score-based losses in object detection. These loss functions better align with the evaluation criteria, have fewer hyperparameters, and offer robustness against the imbalance between positive and…