Towards Deconfounded Image-Text Matching with Causal Inference

Towards Deconfounded Image-Text Matching with Causal Inference

22 August 2024

Lanjun Wang

An-An Liu

Papers citing "Towards Deconfounded Image-Text Matching with Causal Inference"

6 / 6 papers shown

Title
Mitigating Modality Prior-Induced Hallucinations in Multimodal Large Language Models via Deciphering Attention Causality Guanyu Zhou Yibo Yan Xin Zou Kun Wang Aiwei Liu Xuming Hu 36 7 0 07 Oct 2024
Revolutionizing Text-to-Image Retrieval as Autoregressive Token-to-Voken Generation Yongqi Li Hongru Cai Wenjie Wang Leigang Qu Yinwei Wei Wenjie Li Liqiang Nie Tat-Seng Chua DiffM 32 1 0 24 Jul 2024
Towards Retrieval-Augmented Architectures for Image Captioning Sara Sarto Marcella Cornia Lorenzo Baraldi Alessandro Nicolosi Rita Cucchiara VLM 19 9 0 21 May 2024
3SHNet: Boosting Image-Sentence Retrieval via Visual Semantic-Spatial Self-Highlighting Xuri Ge Songpei Xu Fuhai Chen Jie Wang Guoxin Wang Shan An Joemon M. Jose 3DPC 22 10 0 26 Apr 2024
Discrete-continuous Action Space Policy Gradient-based Attention for Image-Text Matching Shiyang Yan Li Yu Yuan Xie 29 33 0 21 Apr 2021
Similarity Reasoning and Filtration for Image-Text Matching Haiwen Diao Ying Zhang Lingyun Ma Huchuan Lu 202 331 0 05 Jan 2021