Vision and Language Knowledge Distillation (ViLD)

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Image showing how object detectors work
Vision and Language Knowledge Distillation (ViLD)

I Know It When I See It: Zero-shot detection for objects not in training data.

Object detectors typically detect only items that were labeled in their training data. A new method liberates them to locate and recognize a much wider variety of objects.

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