47 citations · 107 across the 15 of their papers we have counts for
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cs.CV2023★ 4 cited
Retrieval-augmented Image Captioning
Rita Ramos, Desmond Elliott, Bruno Martins
Inspired by retrieval-augmented language generation and pretrained Vision and Language (V&L) encoders, we present a new approach to image captioning that generates sentences given…
cs.CV2022★ 4 cited
SmallCap: Lightweight Image Captioning Prompted with Retrieval Augmentation
Rita Ramos, Bruno Martins, Desmond Elliott +1
Recent advances in image captioning have focused on scaling the data and model size, substantially increasing the cost of pre-training and finetuning. As an alternative to large mo…