Results 141 to 150 of about 2,605 (177)

VQA

Proceedings of the 2014 ACM SIGMOD International Conference on Management of Data, 2014
Database query monitoring tools collect performance metrics, such as memory and cpu usage, while a query is executing and make them available through log files or system tables. The metrics can be used to understand and diagnose query performance issues. However, analytic queries over big data presents new challenges for query monitoring tools.
Alkis Simitsis, Kevin Wilkinson, Jason Blais, Joe Walsh   +3 more
openaire   +1 more source

Suppressing Biased Samples for Robust VQA

IEEE Transactions on Multimedia, 2022
AbstractMost existing visual question answering (VQA) models strongly rely on language bias to answer questions, i.e., they always tend to fit question-answer pairs on the train split and perform poorly on the test spilt when the answer distributions are different. This behavior makes them hard to be applied in real scenarios.
Ninglin Ouyang, Qingbao Huang, Pijian Li, Yi Cai 0001, Bin Liu 0053, Ho-fung Leung, Qing Li 0001   +6 more
openaire   +1 more source

Model Agnostic Information Biasing for VQA

Proceedings of the 3rd ACM India Joint International Conference on Data Science & Management of Data (8th ACM IKDD CODS & 26th COMAD), 2021
VQA involves generating information rich features from given images and questions based on them. Here we have explored the use of inducing biases and structuring of multi-modal latent spaces using fusion loss regularization. Our loss based strategy is aimed at making the multi-modal representation of the student branch (Image+Question) to be those like
Nikhil Shah, Apoorve Singhal, Chinmay Singh, Yash Khandelwal   +3 more
openaire   +1 more source

A Region-based Document VQA

Proceedings of the 30th ACM International Conference on Multimedia, 2022
Xinya Wu, Duo Zheng, Ruonan Wang, Jiashen Sun, Minzhen Hu, Fangxiang Feng, Xiaojie Wang 0006, Huixing Jiang, Fan Yang 0087   +8 more
openaire   +1 more source

Medical VQA

2022
Qi Wu, Peng Wang, Xin Wang, Xiaodong He, Wenwu Zhu   +4 more
openaire   +1 more source

Embodied VQA

2022
Qi Wu, Peng Wang, Xin Wang, Xiaodong He, Wenwu Zhu   +4 more
openaire   +1 more source

PDF-VQA: A New Dataset for Real-World VQA on PDF Documents

2023
Yihao Ding, Siwen Luo, Hyunsuk Chung, Soyeon Caren Han   +3 more
openaire   +1 more source

QSFVQA: A Time Efficient, Scalable and Optimized VQA Framework

Arabian Journal for Science and Engineering, 2023
Souvik Chowdhury, Soni Badal
exaly