视觉大模型 / VLM

IQ-VQA: Intelligent Visual Question Answering

Vatsal Goel, Mohit Chandak, Ashish Anand, Prithwijit Guha

专题命中 视觉问答 ：visual question answering(title,abstract)；分类 cs.CV

Self-Segregating and Coordinated-Segregating Transformer for Focused Deep Multi-Modular Network for Visual Question Answering

Chiranjib Sur

专题命中 视觉问答 ：visual question answering(title,abstract)；分类 cs.CV

Multimodal grid features and cell pointers for Scene Text Visual Question Answering

Lluís Gómez, Ali Furkan Biten, Rubèn Tito, Andrés Mafla, Marçal Rusiñol, Ernest Valveny, Dimosthenis Karatzas

专题命中 视觉问答 ：visual question answering(title,abstract)；分类 cs.CV

Comments This paper is under consideration at Pattern Recognition Letters

RSVQA: Visual Question Answering for Remote Sensing Data

Sylvain Lobry, Diego Marcos, Jesse Murray, Devis Tuia

专题命中 视觉问答 ：visual question answering(title,abstract)；分类 cs.CV

Comments 12 pages, Published in IEEE Transactions on Geoscience and Remote Sensing. Added one experiment and authors' biographies

In Defense of Grid Features for Visual Question Answering

Huaizu Jiang, Ishan Misra, Marcus Rohrbach, Erik Learned-Miller, Xinlei Chen

专题命中 视觉问答 ：visual question answering(title,abstract)；分类 cs.CV

Journal ref CVPR, 2020

P $\approx$ NP, at least in Visual Question Answering

Shailza Jolly, Sebastian Palacio, Joachim Folz, Federico Raue, Joern Hees, Andreas Dengel

专题命中 视觉问答 ：visual question answering(title,abstract)；分类 cs.CV

PathVQA: 30000+ Questions for Medical Visual Question Answering

Xuehai He, Yichen Zhang, Luntian Mou, Eric Xing, Pengtao Xie

专题命中 视觉问答 ：visual question answering(title,abstract)；分类 cs.AI

Counterfactual Samples Synthesizing for Robust Visual Question Answering

Long Chen, Xin Yan, Jun Xiao, Hanwang Zhang, Shiliang Pu, Yueting Zhuang

专题命中 视觉问答 ：visual question answering(title,abstract)；分类 cs.CV

Comments Appear in CVPR 2020; Codes in https://github.com/yanxinzju/CSS-VQA

A Study on Multimodal and Interactive Explanations for Visual Question Answering

Kamran Alipour, Jurgen P. Schulze, Yi Yao, Avi Ziskind, Giedrius Burachas

专题命中 视觉问答 ：visual question answering(title,abstract)；分类 cs.AI

Comments http://ceur-ws.org/Vol-2560/paper44.pdf

Journal ref Proceedings of the Workshop on Artificial Intelligence Safety (SafeAI 2020) co-located with 34th AAAI Conference on Artificial Intelligence (AAAI 2020), New York, USA, Feb 7, 2020

On the General Value of Evidence, and Bilingual Scene-Text Visual Question Answering

Xinyu Wang, Yuliang Liu, Chunhua Shen, Chun Chet Ng, Canjie Luo, Lianwen Jin, Chee Seng Chan, Anton van den Hengel, Liangwei Wang

专题命中 视觉问答 ：visual question answering(title,abstract)；分类 cs.CV

Comments Accepted to Proc. IEEE Conf. Computer Vision and Pattern Recognition 2020

CQ-VQA: Visual Question Answering on Categorized Questions

Aakansha Mishra, Ashish Anand, Prithwijit Guha

专题命中 视觉问答 ：visual question answering(title,abstract)；分类 cs.CV

Multi-Layer Content Interaction Through Quaternion Product For Visual Question Answering

Lei Shi, Shijie Geng, Kai Shuang, Chiori Hori, Songxiang Liu, Peng Gao, Sen Su

专题命中 视觉问答 ：visual question answering(title,abstract)；分类 cs.CV

Bilinear Graph Networks for Visual Question Answering

Dalu Guo, Chang Xu, Dacheng Tao

专题命中 视觉问答 ：visual question answering(title,abstract)；分类 cs.CV

Accuracy vs. Complexity: A Trade-off in Visual Question Answering Models

Moshiur R. Farazi, Salman H. Khan, Nick Barnes

专题命中 视觉问答 ：visual question answering(title,abstract)；分类 cs.CV

Visual Question Answering on 360° Images

Shih-Han Chou, Wei-Lun Chao, Wei-Sheng Lai, Min Sun, Ming-Hsuan Yang

专题命中 视觉问答 ：visual question answering(title,abstract)；分类 cs.CV

Comments Accepted to WACV 2020

Generating Question Relevant Captions to Aid Visual Question Answering

Jialin Wu, Zeyuan Hu, Raymond J. Mooney

专题命中 视觉问答 ：visual question answering(title,abstract)；分类 cs.CV

Comments ACL 2019 camera-ready

Self-Critical Reasoning for Robust Visual Question Answering

Jialin Wu, Raymond J. Mooney

专题命中 视觉问答 ：visual question answering(title,abstract)；分类 cs.CV

Comments In NeurIPS 2019

Interpretable Visual Question Answering by Reasoning on Dependency Trees

Qingxing Cao, Bailin Li, Xiaodan Liang, Liang Lin

专题命中 视觉问答 ：visual question answering(title,abstract)；分类 cs.CV

Comments 14 pages, 10 figures. arXiv admin note: text overlap with arXiv:1804.00105

Open-Ended Visual Question Answering by Multi-Modal Domain Adaptation

Yiming Xu, Lin Chen, Zhongwei Cheng, Lixin Duan, Jiebo Luo

专题命中 视觉问答 ：visual question answering(title,abstract)；分类 cs.CV

Scene Text Visual Question Answering

Ali Furkan Biten, Ruben Tito, Andres Mafla, Lluis Gomez, Marçal Rusiñol, Ernest Valveny, C. V. Jawahar, Dimosthenis Karatzas

专题命中 视觉问答 ：visual question answering(title,abstract)；分类 cs.CV

Comments International Conference on Computer Vision (ICCV 2019)

Compact Trilinear Interaction for Visual Question Answering

Tuong Do, Thanh-Toan Do, Huy Tran, Erman Tjiputra, Quang D. Tran

专题命中 视觉问答 ：visual question answering(title,abstract)；分类 cs.CV

Comments Accepted in ICCV 2019

Overcoming Data Limitation in Medical Visual Question Answering

Binh D. Nguyen, Thanh-Toan Do, Binh X. Nguyen, Tuong Do, Erman Tjiputra, Quang D. Tran

专题命中 视觉问答 ：visual question answering(title,abstract)；分类 cs.CV

Comments Accepted in MICCAI 2019

Decoupled Box Proposal and Featurization with Ultrafine-Grained Semantic Labels Improve Image Captioning and Visual Question Answering

Soravit Changpinyo, Bo Pang, Piyush Sharma, Radu Soricut

专题命中 视觉问答 ：visual question answering(title,abstract)；分类 cs.CV

Comments The 2019 Conference on Empirical Methods in Natural Language Processing (EMNLP 2019)

OK-VQA: A Visual Question Answering Benchmark Requiring External Knowledge

Kenneth Marino, Mohammad Rastegari, Ali Farhadi, Roozbeh Mottaghi

专题命中 视觉问答 ：visual question answering(title,abstract)；分类 cs.CV

Comments CVPR 2019

Dynamic Fusion with Intra- and Inter- Modality Attention Flow for Visual Question Answering

Gao Peng, Zhengkai Jiang, Haoxuan You, Pan Lu, Steven Hoi, Xiaogang Wang, Hongsheng Li

专题命中 视觉问答 ：visual question answering(title,abstract)；分类 cs.CV

Comments CVPR 2019 ORAL

Multi-modality Latent Interaction Network for Visual Question Answering

Peng Gao, Haoxuan You, Zhanpeng Zhang, Xiaogang Wang, Hongsheng Li

专题命中 视觉问答 ：visual question answering(title,abstract)；分类 cs.CV

An Empirical Study on Leveraging Scene Graphs for Visual Question Answering

Cheng Zhang, Wei-Lun Chao, Dong Xuan

专题命中 视觉问答 ：visual question answering(title,abstract)；分类 cs.CV

Comments Accepted as oral presentation at BMVC 2019

ICDAR 2019 Competition on Scene Text Visual Question Answering

Ali Furkan Biten, Rubèn Tito, Andres Mafla, Lluis Gomez, Marçal Rusiñol, Minesh Mathew, C. V. Jawahar, Ernest Valveny, Dimosthenis Karatzas

专题命中 视觉问答 ：visual question answering(title,abstract)；分类 cs.CV

Comments 15th International Conference on Document Analysis and Recognition (ICDAR 2019)

Deep Modular Co-Attention Networks for Visual Question Answering

Zhou Yu, Jun Yu, Yuhao Cui, Dacheng Tao, Qi Tian

专题命中 视觉问答 ：visual question answering(title,abstract)；分类 cs.CV

Comments Accepted at CVPR 2019

Faithful Multimodal Explanation for Visual Question Answering

Jialin Wu, Raymond J. Mooney

专题命中 视觉问答 ：visual question answering(title,abstract)；分类 cs.CV

Comments In ACL 2019 BlackboxNLP workshop