KAFA: Rethinking Image Ad Understanding with Knowledge-Augmented Feature
Adaptation of Vision-Language Models

KAFA: Rethinking Image Ad Understanding with Knowledge-Augmented Feature Adaptation of Vision-Language Models

Annual Meeting of the Association for Computational Linguistics (ACL), 2023

28 May 2023

Arjun Reddy Akula

ArXiv (abs)PDF HTML HuggingFace (1 upvotes)

Papers citing "KAFA: Rethinking Image Ad Understanding with Knowledge-Augmented Feature Adaptation of Vision-Language Models"

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Title
AdsQA: Towards Advertisement Video Understanding Xinwei Long Kai Tian Peng Xu Guoli Jia Jingxuan Li ... Che Jiang Hao Xu Yang Liu Jiaheng Ma Bowen Zhou 112 2 0 10 Sep 2025
Augmented Vision-Language Models: A Systematic Review Anthony C Davis Burhan Sadiq Tianmin Shu Chien-Ming Huang VLM LRM 191 0 0 24 Jul 2025
Don't Buy it! Reassessing the Ad Understanding Abilities of Contrastive Multimodal Models A. Bavaresco A. Testoni Raquel Fernández 167 2 0 31 May 2024
CLIP-Adapter: Better Vision-Language Models with Feature AdaptersInternational Journal of Computer Vision (IJCV), 2021 Shiyang Feng Shijie Geng Renrui Zhang Teli Ma Rongyao Fang Zelong Li Jiaming Song Yu Qiao VLM CLIP 1.1K 1,406 0 09 Oct 2021