视觉大模型 / VLM

Overcoming Language Priors with Self-supervised Learning for Visual Question Answering

Xi Zhu, Zhendong Mao, Chunxiao Liu, Peng Zhang, Bin Wang, Yongdong Zhang

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

Comments Accepted by IJCAI 2020

Learning content and context with language bias for Visual Question Answering

Chao Yang, Su Feng, Dongsheng Li, Huawei Shen, Guoqing Wang, Bin Jiang

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

Leveraging Visual Question Answering to Improve Text-to-Image Synthesis

Stanislav Frolov, Shailza Jolly, Jörn Hees, Andreas Dengel

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

Comments Accepted to the LANTERN workshop at COLING 2020

MMFT-BERT: Multimodal Fusion Transformer with BERT Encodings for Visual Question Answering

Aisha Urooj Khan, Amir Mazaheri, Niels da Vitoria Lobo, Mubarak Shah

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

Comments Accepted at Findings of EMNLP 2020

Pathological Visual Question Answering

Xuehai He, Zhuo Cai, Wenlan Wei, Yichen Zhang, Luntian Mou, Eric Xing, Pengtao Xie

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

Comments arXiv admin note: text overlap with arXiv:2003.10286

Characterizing Datasets for Social Visual Question Answering, and the New TinySocial Dataset

Zhanwen Chen, Shiyao Li, Roxanne Rashedi, Xiaoman Zi, Morgan Elrod-Erickson, Bryan Hollis, Angela Maliakal, Xinyu Shen, Simeng Zhao, Maithilee Kunda

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

Comments To appear in the Joint IEEE International Conference on Development and Learning and on Epigenetic Robotics (ICDL), 2020

Answer-checking in Context: A Multi-modal FullyAttention Network for Visual Question Answering

Hantao Huang, Tao Han, Wei Han, Deep Yap, Cheng-Ming Chiang

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

Comments Accepted in ICPR2020

MUTANT: A Training Paradigm for Out-of-Distribution Generalization in Visual Question Answering

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 EMNLP 2020, Long Papers

Interpretable Neural Computation for Real-World Compositional Visual Question Answering

Ruixue Tang, Chao Ma

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

Comments PRCV 2020

Finding the Evidence: Localization-aware Answer Prediction for Text Visual Question Answering

Wei Han, Hantao Huang, Tao Han

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

Comments Accepted in COLING2020

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

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

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

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

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

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

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