What is recorded here?
Introduced focal loss to down-weight easy negatives in dense object detection and demonstrated it with RetinaNet.
Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.
Scientific scope
Focal loss and the RetinaNet evaluation are one contribution package; not the invention of one-stage object detection.
Read the original work
- Lin and colleagues: focal loss and RetinaNet — original paper
- Lin and colleagues: focal loss and RetinaNet — official company source
This English explanation is an editorial reading view. It does not replace the complete original work or certify its science.
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People and systems
Tsung-Yi Lin; Priya Goyal; Ross Girshick; Kaiming He; Piotr Dollár
Complete named paper byline. Human research, source-reported system execution and experimental validation are distinct; individual effort shares are not measured.
Research locations and affiliations
Location not yet established
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English catalogue narrative
Lin and colleagues: focal loss and RetinaNet
Introduced focal loss to down-weight easy negatives in dense object detection and demonstrated it with RetinaNet.
Scientific scope
Focal loss and the RetinaNet evaluation are one contribution package; not the invention of one-stage object detection.
Reading status
This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.
People and systems
Tsung-Yi Lin; Priya Goyal; Ross Girshick; Kaiming He; Piotr Dollár
Complete named paper byline. Human research, source-reported system execution and experimental validation are distinct; individual effort shares are not measured.