Baokun Qi

End-to-End Non-Autoregressive Image Captioning

Most of the existing image captioning models use the autoregressive approach to generate captions, which leads to high latency in the inference process. Non-autoregressive decoding generates words in parallel, which greatly improves the model inference speed. However, non-autoregressive decoding usu…