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Consistency-based Semi-supervised Learning for Object detection

Jisoo Jeong, Seungeui Lee, Jeesoo Kim, Nojun Kwak

Neural Information Processing Systems

While the object detection task requires a huge number of annotated samples to guarantee its performance, placing bounding boxes for every object in each sample is time-consuming and costs alot.