Focal Loss
خسارة بؤرية
دالة خسارة تُقلِّل وزن الأمثلة السهلة وتركّز التدريب على الأمثلة الصعبة، مما يعالج اختلال التوازن بين الفئات في مهام التجزئة والاكتشاف.
A loss function that down-weights easy examples and focuses training on hard ones, addressing class imbalance in segmentation and detection tasks.
Also translated asدالة الخسارة البؤرية، خسارة التركيز
First appears in this corpus in: A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting (1997)
Appears in these papers
- A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting1997in the sky ✦
- Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection2023in the sky ✦
- Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection2023in the sky ✦
- Focal Loss for Dense Object Detection2017in the sky ✦
- Focal Loss for Dense Object Detection2017in the sky ✦
- SSD: Single Shot MultiBox Detector2016in the sky ✦
- YOLOv3: An Incremental Improvement2018in the sky ✦