S3c: Semi-supervised vqa natural language explanation via self-critical learning
Abstract VQA Natural Language Explanation (VQA-NLE) task aims to explain the decision-
making process of VQA models in natural language. Unlike traditional attention or gradient …
making process of VQA models in natural language. Unlike traditional attention or gradient …
The current and future role of visual question answering in eXplainable artificial intelligence.
Over the last few years, we have seen how the interest of the computer science research
community on eXplainable Artificial Intelligence has grown in leaps and bounds. The reason …
community on eXplainable Artificial Intelligence has grown in leaps and bounds. The reason …
MSGeN: Multimodal Selective Generation Network for Grounded Explanations
D Li, W Chen, X Lin - Electronics, 2023 - mdpi.com
Modern models have shown impressive capabilities in visual reasoning tasks. However, the
interpretability of their decision-making processes remains a challenge, causing uncertainty …
interpretability of their decision-making processes remains a challenge, causing uncertainty …
A Review on VQA: Methods, Tools and Datasets
An new area called “visual question answering”(VQA) seeks to integrate CV with NLP. In
order to get correct results, it entails creating models that can comprehend both textual …
order to get correct results, it entails creating models that can comprehend both textual …
II-MMR: Identifying and improving multi-modal multi-hop reasoning in visual question answering
Visual Question Answering (VQA) often involves diverse reasoning scenarios across Vision
and Language (V&L). Most prior VQA studies, however, have merely focused on assessing …
and Language (V&L). Most prior VQA studies, however, have merely focused on assessing …
VLIB: Unveiling insights through Visual and Linguistic Integration of Biorxiv data relevant to cancer via Multimodal Large Language Model
V Prabhakar, K Liu - bioRxiv, 2023 - biorxiv.org
The field of cancer research has greatly benefited from the wealth of new knowledge
provided by research articles and preprints on platforms like Biorxiv. This study investigates …
provided by research articles and preprints on platforms like Biorxiv. This study investigates …