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blackfeather-wang / ISDA-for-Deep-Networks

An efficient implicit semantic augmentation method, complementary to existing non-semantic techniques.
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Is it applicable to one stage object detectors(yolo)? #19

Closed cszer closed 1 year ago

cszer commented 3 years ago

In yolov3 or v4 authors use bce loss for classification , is ISDA applicable to this kind of prediction?

blackfeather-wang commented 3 years ago

Thank you for your attention. Indeed, ISDA can be easily applied to any deep network with soft-max CE loss. We believe that it can also be used in YOLO. However, as we have not conducted experiments on YOLO now, it may be hard to estimate the improvements from ISDA.