68 citations · 287 across the 22 of their papers we have counts for
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cs.CV2022★ 29 cited
Retrieval-Augmented Multimodal Language Modeling
Michihiro Yasunaga, Armen Aghajanyan, Weijia Shi +6
Recent multimodal models such as DALL-E and CM3 have achieved remarkable progress in text-to-image and image-to-text generation. However, these models store all learned knowledge (…
cs.CV2022★ 29 cited
PromptCap: Prompt-Guided Task-Aware Image Captioning
Yushi Hu, Hang Hua, Zhengyuan Yang +3
Knowledge-based visual question answering (VQA) involves questions that require world knowledge beyond the image to yield the correct answer. Large language models (LMs) like GPT-3…