Hidden State Guidance: Improving Image Captioning using An Image Conditioned Autoencoder

31 Oct 2019Jialin WuRaymond J. Mooney

Most RNN-based image captioning models receive supervision on the output words to mimic human captions. Therefore, the hidden states can only receive noisy gradient signals via layers of back-propagation through time, leading to less accurate generated captions... (read more)

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