视觉大模型 / VLM - arXivDaily 专题

2009.11118 2020-09-24 cs.CV 79%

Multiple interaction learning with question-type prior knowledge for constraining answer search space in visual question answering

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

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

Comments Accepted in ECCV Workshop 2020

2008.12520 2020-08-31 cs.CV cs.CL 79%

A Dataset and Baselines for Visual Question Answering on Art

Noa Garcia, Chentao Ye, Zihua Liu, Qingtao Hu, Mayu Otani, Chenhui Chu, Yuta Nakashima, Teruko Mitamura

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

2008.11976 2020-08-28 cs.CV 79%

Visual Question Answering on Image Sets

Ankan Bansal, Yuting Zhang, Rama Chellappa

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

Comments Conference paper at ECCV 2020

2007.09592 2020-07-21 cs.CV 79%

Semantic Equivalent Adversarial Data Augmentation for Visual Question Answering

Ruixue Tang, Chao Ma, Wei Emma Zhang, Qi Wu, Xiaokang Yang

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

Comments To appear in ECCV 2020

2007.06198 2020-07-21 cs.CV cs.CL 79%

Reducing Language Biases in Visual Question Answering with Visually-Grounded Question Encoder

Gouthaman KV, Anurag Mittal

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

Comments ECCV 2020

2002.08325 2020-07-17 cs.CV cs.CL 79%

VQA-LOL: Visual Question Answering under the Lens of Logic

Tejas Gokhale, Pratyay Banerjee, Chitta Baral, Yezhou Yang

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

Comments Accepted to ECCV 2020

2007.04422 2020-07-10 cs.CV cs.CL 79%

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

2006.14264 2020-06-26 cs.CV cs.CL cs.NE 79%

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

2006.00923 2020-06-26 cs.CV 79%

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

2003.07333 2020-05-15 cs.CV 79%

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

2001.03615 2020-04-06 cs.CV 79%

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

2003.11844 2020-03-30 cs.CV 79%

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

2003.10286 2020-03-24 cs.CL cs.AI 79%

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

2003.06576 2020-03-17 cs.CV cs.CL cs.MM 79%

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

2003.00431 2020-03-03 cs.AI 79%

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

2002.10215 2020-02-27 cs.CV 79%

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

2002.06800 2020-02-18 cs.CV 79%

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

2001.05840 2020-02-18 cs.CV eess.IV 79%

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

1907.09815 2020-02-04 cs.CV 79%

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

2001.07059 2020-01-22 cs.CV cs.CC 79%

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

2001.03339 2020-01-13 cs.CV 79%

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

1906.00513 2020-01-07 cs.CV cs.CL 79%

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

1905.09998 2020-01-01 cs.CV cs.CL 79%

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

1809.01810 2019-12-30 cs.CV 79%

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

1911.04058 2019-11-12 cs.CV 79%

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

1905.13648 2019-10-17 cs.CV 79%

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)

1909.11874 2019-09-27 cs.CV 79%

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

1909.11867 2019-09-27 cs.CV 79%

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

1909.02097 2019-09-06 cs.CL cs.CV 79%

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)

1906.00067 2019-09-05 cs.CV cs.CL 79%

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

1. 视觉问答 3138 篇

Multiple interaction learning with question-type prior knowledge for constraining answer search space in visual question answering

A Dataset and Baselines for Visual Question Answering on Art

Visual Question Answering on Image Sets

Semantic Equivalent Adversarial Data Augmentation for Visual Question Answering

Reducing Language Biases in Visual Question Answering with Visually-Grounded Question Encoder

VQA-LOL: Visual Question Answering under the Lens of Logic

IQ-VQA: Intelligent Visual Question Answering

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

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

RSVQA: Visual Question Answering for Remote Sensing Data

In Defense of Grid Features for Visual Question Answering

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

PathVQA: 30000+ Questions for Medical Visual Question Answering

Counterfactual Samples Synthesizing for Robust Visual Question Answering

A Study on Multimodal and Interactive Explanations for Visual Question Answering

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

CQ-VQA: Visual Question Answering on Categorized Questions

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

Bilinear Graph Networks for Visual Question Answering

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

Visual Question Answering on 360° Images

Generating Question Relevant Captions to Aid Visual Question Answering

Self-Critical Reasoning for Robust Visual Question Answering

Interpretable Visual Question Answering by Reasoning on Dependency Trees

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

Scene Text Visual Question Answering

Compact Trilinear Interaction for Visual Question Answering

Overcoming Data Limitation in Medical Visual Question Answering

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

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