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VisualizationsGenerative & Applied Deep Learning

Mode Collapse

Six random codes give six different shapes. Click to collapse them, and all six give the same shape. That GAN failure is called mode collapse.

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six different codes, six different outputs

The generator found one output the discriminator accepts, and now produces it no matter what noise it is given.

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