Visual Grounding: Two-Stage vs. One-Stage Methods - Origins and Key Papers
The two-stage approach in Visual Grounding was first introduced in the 2016 paper 'Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations.' On the other hand, the one-stage approach was pioneered in the 2017 paper 'YOLO9000: Better, Faster, Stronger'.
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