@article{bb229500,
        AUTHOR = "Agrawal, A. and Lu, J. and Antol, S. and Mitchell, M. and Zitnick, C.L. and Parikh, D. and Batra, D.",
        TITLE = "VQA: Visual Question Answering",
        JOURNAL = IJCV,
        VOLUME = "123",
        YEAR = "2017",
        NUMBER = "1",
        MONTH = "May",
        PAGES = "4-31",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224486"}

@article{bb229501,
        AUTHOR = "Lioutas, V. and Passalis, N. and Tefas, A.",
        TITLE = "Explicit ensemble attention learning for improving visual question
answering",
        JOURNAL = PRL,
        VOLUME = "111",
        YEAR = "2018",
        PAGES = "51-57",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224487"}

@article{bb229502,
        AUTHOR = "Garg, S. and Srivastava, R.",
        TITLE = "Object sequences: encoding categorical and spatial information for a
yes/no visual question answering task",
        JOURNAL = IET-CV,
        VOLUME = "12",
        YEAR = "2018",
        NUMBER = "8",
        MONTH = "December",
        PAGES = "1141-1150",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224488"}

@article{bb229503,
        AUTHOR = "Goyal, Y. and Khot, T. and Agrawal, A. and Summers Stay, D. and Batra, D. and Parikh, D.",
        TITLE = "Making the V in VQA Matter: Elevating the Role of Image Understanding
in Visual Question Answering",
        JOURNAL = IJCV,
        VOLUME = "127",
        YEAR = "2019",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "398-414",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224489"}

@inproceedings{bb229504,
        AUTHOR = "Goyal, Y. and Khot, T. and Summers Stay, D. and Batra, D. and Parikh, D.",
        TITLE = "Making the V in VQA Matter: Elevating the Role of Image Understanding
in Visual Question Answering",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "6325-6334",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224489"}

@article{bb229505,
        AUTHOR = "Fang, Z.W. and Liu, J. and Li, Y. and Qiao, Y.Y. and Lu, H.Q.",
        TITLE = "Improving visual question answering using dropout and enhanced
question encoder",
        JOURNAL = PR,
        VOLUME = "90",
        YEAR = "2019",
        PAGES = "404-414",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224490"}

@article{bb229506,
        AUTHOR = "Osman, A. and Samek, W.",
        TITLE = "DRAU: Dual Recurrent Attention Units for Visual Question Answering",
        JOURNAL = CVIU,
        VOLUME = "185",
        YEAR = "2019",
        PAGES = "24-30",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224491"}

@article{bb229507,
        AUTHOR = "Toor, A.S. and Wechsler, H. and Nappi, M.",
        TITLE = "Biometric surveillance using visual question answering",
        JOURNAL = PRL,
        VOLUME = "126",
        YEAR = "2019",
        PAGES = "111-118",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224492"}

@article{bb229508,
        AUTHOR = "Li, W.W. and Song, M.M. and Tian, Y.Y.",
        TITLE = "An Ontology-Driven Cyberinfrastructure for Intelligent Spatiotemporal
Question Answering and Open Knowledge Discovery",
        JOURNAL = IJGI,
        VOLUME = "8",
        YEAR = "2019",
        NUMBER = "11",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224493"}

@article{bb229509,
        AUTHOR = "Xi, Y.L. and Zhang, Y.N. and Ding, S.T. and Wan, S.H.",
        TITLE = "Visual Question Answering Model Based on Visual Relationship
Detection",
        JOURNAL = SP:IC,
        VOLUME = "80",
        YEAR = "2020",
        PAGES = "115648",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224494"}

@article{bb229510,
        AUTHOR = "Wu, Y. and Jiang, L. and Yang, Y.",
        TITLE = "Revisiting EmbodiedQA: A Simple Baseline and Beyond",
        JOURNAL = IP,
        VOLUME = "29",
        YEAR = "2020",
        PAGES = "3984-3992",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224495"}

@article{bb229511,
        AUTHOR = "Huang, C.R. and Yao, L. and Wang, X.Z. and Benatallah, B. and Zhang, X.",
        TITLE = "Software expert discovery via knowledge domain embeddings in a
collaborative network",
        JOURNAL = PRL,
        VOLUME = "130",
        YEAR = "2020",
        PAGES = "46-53",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224496"}

@article{bb229512,
        AUTHOR = "Li, W. and Sun, J.H. and Liu, G. and Zhao, L. and Fang, X.Z.",
        TITLE = "Visual question answering with attention transfer and a cross-modal
gating mechanism",
        JOURNAL = PRL,
        VOLUME = "133",
        YEAR = "2020",
        PAGES = "334-340",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224497"}

@article{bb229513,
        AUTHOR = "Messina, N. and Amato, G. and Carrara, F. and Falchi, F. and Gennaro, C.",
        TITLE = "Learning visual features for relational CBIR",
        JOURNAL = MultInfoRetr,
        VOLUME = "9",
        YEAR = "2020",
        NUMBER = "2",
        MONTH = "June",
        PAGES = "113-124",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224498"}

@inproceedings{bb229514,
        AUTHOR = "Messina, N. and Amato, G. and Carrara, F. and Falchi, F. and Gennaro, C.",
        TITLE = "Learning Relationship-Aware Visual Features",
        BOOKTITLE = CEFR-LCV18,
        YEAR = "2018",
        PAGES = "IV:486-501",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224499"}

@inproceedings{bb229515,
        AUTHOR = "Methani, N. and Ganguly, P. and Khapra, M.M. and Kumar, P.",
        TITLE = "PlotQA: Reasoning over Scientific Plots",
        BOOKTITLE = WACV20,
        YEAR = "2020",
        PAGES = "1516-1525",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224500"}

@article{bb229516,
        AUTHOR = "Yu, J. and Zhu, Z.H. and Wang, Y.J. and Zhang, W.F. and Hu, Y. and Tan, J.L.",
        TITLE = "Cross-modal knowledge reasoning for knowledge-based visual question
answering",
        JOURNAL = PR,
        VOLUME = "108",
        YEAR = "2020",
        PAGES = "107563",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224501"}

@inproceedings{bb229517,
        AUTHOR = "Yang, Z.Q. and Qin, Z.C. and Yu, J. and Wan, T.",
        TITLE = "Prior Visual Relationship Reasoning For Visual Question Answering",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "1411-1415",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224502"}

@article{bb229518,
        AUTHOR = "Farazi, M.R. and Khan, S.H. and Barnes, N.M.",
        TITLE = "From known to the unknown: Transferring knowledge to answer questions
about novel visual and semantic concepts",
        JOURNAL = IVC,
        VOLUME = "103",
        YEAR = "2020",
        PAGES = "103985",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224503"}

@article{bb229519,
        AUTHOR = "Terao, K. and Tamaki, T. and Raytchev, B. and Kaneda, K. and Satoh, S.",
        TITLE = "Rephrasing Visual Questions by Specifying the Entropy of the Answer
Distribution",
        JOURNAL = IEICE,
        VOLUME = "E103-D",
        YEAR = "2020",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2362-2370",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224504"}

@article{bb229520,
        AUTHOR = "Yu, J. and Zhang, W.F. and Lu, Y.H. and Qin, Z.C. and Hu, Y. and Tan, J.L. and Wu, Q.",
        TITLE = "Reasoning on the Relation: Enhancing Visual Representation for Visual
Question Answering and Cross-Modal Retrieval",
        JOURNAL = MultMed,
        VOLUME = "22",
        YEAR = "2020",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "3196-3209",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224505"}

@article{bb229521,
        AUTHOR = "Lobry, S. and Marcos, D. and Murray, J. and Tuia, D.",
        TITLE = "RSVQA: Visual Question Answering for Remote Sensing Data",
        JOURNAL = GeoRS,
        VOLUME = "58",
        YEAR = "2020",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "8555-8566",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224506"}

@inproceedings{bb229522,
        AUTHOR = "Faure, M. and Lobry, S. and Kurtz, C. and Wendling, L.",
        TITLE = "Embedding Spatial Relations in Visual Question Answering for Remote
Sensing",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "310-316",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224507"}

@inproceedings{bb229523,
        AUTHOR = "Chappuis, C. and Zermatten, V. and Lobry, S. and Le Saux, B. and Tuia, D.",
        TITLE = "Prompt-RSVQA: Prompting visual context to a language model for Remote
Sensing Visual Question Answering",
        BOOKTITLE = EarthVision22,
        YEAR = "2022",
        PAGES = "1371-1380",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224508"}

@article{bb229524,
        AUTHOR = "Sun, B. and Yao, Z. and Zhang, Y.H. and Yu, L.J.",
        TITLE = "Local relation network with multilevel attention for visual question
answering",
        JOURNAL = JVCIR,
        VOLUME = "73",
        YEAR = "2020",
        PAGES = "102762",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224509"}

@article{bb229525,
        AUTHOR = "Li, X. and Yuan, A. and Lu, X.",
        TITLE = "Vision-to-Language Tasks Based on Attributes and Attention Mechanism",
        JOURNAL = Cyber,
        VOLUME = "51",
        YEAR = "2021",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "913-926",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224510"}

@article{bb229526,
        AUTHOR = "Shao, Y. and Lin, J.C.W. and Srivastava, G. and Jolfaei, A. and Guo, D.D. and Hu, Y.",
        TITLE = "Self-attention-based conditional random fields latent variables model
for sequence labeling",
        JOURNAL = PRL,
        VOLUME = "145",
        YEAR = "2021",
        PAGES = "157-164",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224511"}

@article{bb229527,
        AUTHOR = "Wu, Y. and Ma, Y.T. and Wan, S.H.",
        TITLE = "Multi-scale relation reasoning for multi-modal Visual Question
Answering",
        JOURNAL = SP:IC,
        VOLUME = "96",
        YEAR = "2021",
        PAGES = "116319",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224512"}

@inproceedings{bb229528,
        AUTHOR = "Ma, Y.T. and Lu, T. and Wu, Y.",
        TITLE = "Multi-scale Relational Reasoning with Regional Attention for Visual
Question Answering",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "5642-5649",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224513"}

@article{bb229529,
        AUTHOR = "dos S Silva, F.H. and Bezerra, G.M. and Holanda, G.B. and de Souza, J.W.M. and Rego, P.A.L. and Lira Neto, A.V. and de Albuquerque, V.H.C. and Reboucas Filho, P.P.",
        TITLE = "A novel feature extractor for human action recognition in visual
question answering",
        JOURNAL = PRL,
        VOLUME = "147",
        YEAR = "2021",
        PAGES = "41-47",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224514"}

@article{bb229530,
        AUTHOR = "Guo, W. and Zhang, Y. and Yang, J.F. and Yuan, X.J.",
        TITLE = "Re-Attention for Visual Question Answering",
        JOURNAL = IP,
        VOLUME = "30",
        YEAR = "2021",
        PAGES = "6730-6743",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224515"}

@article{bb229531,
        AUTHOR = "Hu, J. and Qian, S.S. and Fang, Q. and Xu, C.S.",
        TITLE = "Heterogeneous Community Question Answering via Social-Aware
Multi-Modal Co-Attention Convolutional Matching",
        JOURNAL = MultMed,
        VOLUME = "23",
        YEAR = "2021",
        PAGES = "2321-2334",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224516"}

@article{bb229532,
        AUTHOR = "Zhang, X. and Zhang, F.F. and Xu, C.S.",
        TITLE = "NExT-OOD: Overcoming Dual Multiple-Choice VQA Biases",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1913-1931",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224517"}

@article{bb229533,
        AUTHOR = "Farazi, M. and Khan, S. and Barnes, N.M.",
        TITLE = "Accuracy vs. complexity: A trade-off in visual question answering
models",
        JOURNAL = PR,
        VOLUME = "120",
        YEAR = "2021",
        PAGES = "108106",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224518"}

@article{bb229534,
        AUTHOR = "Barra, S. and Bisogni, C. and de Marsico, M. and Ricciardi, S.",
        TITLE = "Visual question answering: Which investigated applications?",
        JOURNAL = PRL,
        VOLUME = "151",
        YEAR = "2021",
        PAGES = "325-331",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224519"}

@article{bb229535,
        AUTHOR = "Manmadhan, S. and Kovoor, B.C.",
        TITLE = "Multi-Tier Attention Network using Term-weighted Question Features
for Visual Question Answering",
        JOURNAL = IVC,
        VOLUME = "115",
        YEAR = "2021",
        PAGES = "104291",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224520"}

@article{bb229536,
        AUTHOR = "Liu, A.A. and Lu, Z. and Xu, N. and Nie, W.Z. and Li, W.H.",
        TITLE = "Multi-type decision fusion network for visual Q&A",
        JOURNAL = IVC,
        VOLUME = "115",
        YEAR = "2021",
        PAGES = "104281",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224521"}

@article{bb229537,
        AUTHOR = "Patro, B.N. and Kurmi, V.K. and Kumar, S. and Namboodiri, V.P.",
        TITLE = "MUMC: Minimizing uncertainty of mixture of cues",
        JOURNAL = IVC,
        VOLUME = "115",
        YEAR = "2021",
        PAGES = "104280",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224522"}

@article{bb229538,
        AUTHOR = "Liu, F. and Liu, J. and Fang, Z.W. and Hong, R.C. and Lu, H.Q.",
        TITLE = "Visual Question Answering With Dense Inter- and Intra-Modality
Interactions",
        JOURNAL = MultMed,
        VOLUME = "23",
        YEAR = "2021",
        PAGES = "3518-3529",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224523"}

@article{bb229539,
        AUTHOR = "Wu, J.J. and Du, J. and Wang, F. and Yang, C. and Jiang, X.Z. and Hu, J. and Yin, B. and Zhang, J.S. and Dai, L.R.",
        TITLE = "A multimodal attention fusion network with a dynamic vocabulary for
TextVQA",
        JOURNAL = PR,
        VOLUME = "122",
        YEAR = "2022",
        PAGES = "108214",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224524"}

@article{bb229540,
        AUTHOR = "Narayanan, A. and Rao, A. and Prasad, A. and Natarajan, S.",
        TITLE = "VQA as a factoid question answering problem: A novel approach for
knowledge-aware and explainable visual question answering",
        JOURNAL = IVC,
        VOLUME = "116",
        YEAR = "2021",
        PAGES = "104328",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224525"}

@article{bb229541,
        AUTHOR = "Guo, Y.Y. and Nie, L.Q. and Cheng, Z.Y. and Tian, Q. and Zhang, M.",
        TITLE = "Loss Re-Scaling VQA: Revisiting the Language Prior Problem From a
Class-Imbalance View",
        JOURNAL = IP,
        VOLUME = "31",
        YEAR = "2022",
        PAGES = "227-238",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224526"}

@article{bb229542,
        AUTHOR = "Peng, L. and Yang, Y. and Wang, Z. and Huang, Z. and Shen, H.T.",
        TITLE = "MRA-Net: Improving VQA Via Multi-Modal Relation Attention Network",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "318-329",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224527"}

@article{bb229543,
        AUTHOR = "Manogaran, G. and Shakeel, P.M. and Burhanuddin, M.A. and Baskar, S. and Saravanan, V. and Crespo, R.G. and Martinez, O.S.",
        TITLE = "ADCCF: Adaptive deep concatenation coder framework for visual
question answering",
        JOURNAL = PRL,
        VOLUME = "152",
        YEAR = "2021",
        PAGES = "348-355",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224528"}

@article{bb229544,
        AUTHOR = "Zhou, Y. and Ji, R.R. and Sun, X.S. and Su, J.S. and Meng, D.Y. and Gao, Y. and Shen, C.H.",
        TITLE = "Plenty is Plague: Fine-Grained Learning for Visual Question Answering",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "697-709",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224529"}

@article{bb229545,
        AUTHOR = "E, W.N. and Zhou, Y.J.",
        TITLE = "A Mathematical Model for Universal Semantics",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1124-1132",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224530"}

@article{bb229546,
        AUTHOR = "Li, X.P. and Wu, B. and Song, J.K. and Gao, L.L. and Zeng, P.P. and Gan, C.",
        TITLE = "Text-instance graph: Exploring the relational semantics for
text-based visual question answering",
        JOURNAL = PR,
        VOLUME = "124",
        YEAR = "2022",
        PAGES = "108455",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224531"}

@article{bb229547,
        AUTHOR = "Shao, X.J. and Xiang, Z.L. and Li, Y.X.",
        TITLE = "Visual question answering with gated relation-aware auxiliary",
        JOURNAL = IET-IPR,
        VOLUME = "16",
        YEAR = "2022",
        NUMBER = "5",
        PAGES = "1424-1432",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224532"}

@article{bb229548,
        AUTHOR = "Liu, Y. and Zhang, X.M. and Zhao, Z.Y. and Zhang, B. and Cheng, L. and Li, Z.J.",
        TITLE = "ALSA: Adversarial Learning of Supervised Attentions for Visual
Question Answering",
        JOURNAL = Cyber,
        VOLUME = "52",
        YEAR = "2022",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "4520-4533",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224533"}

@article{bb229549,
        AUTHOR = "Ouyang, N.L. and Huang, Q.B. and Li, P.J. and Cai, Y. and Liu, B. and Leung, H.F. and Li, Q.",
        TITLE = "Suppressing Biased Samples for Robust VQA",
        JOURNAL = MultMed,
        VOLUME = "24",
        YEAR = "2022",
        PAGES = "3405-3415",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224534"}

@article{bb229550,
        AUTHOR = "Shuang, K. and Guo, J. and Wang, Z.H.",
        TITLE = "Comprehensive-perception dynamic reasoning for visual question
answering",
        JOURNAL = PR,
        VOLUME = "131",
        YEAR = "2022",
        PAGES = "108878",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224535"}

@article{bb229551,
        AUTHOR = "Gouthaman, K.V. and Mittal, A.",
        TITLE = "On the role of question encoder sequence model in robust visual
question answering",
        JOURNAL = PR,
        VOLUME = "131",
        YEAR = "2022",
        PAGES = "108883",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224536"}

@article{bb229552,
        AUTHOR = "Chen, C.Q. and Han, D.Z. and Chang, C.C.",
        TITLE = "CAAN: Context-Aware attention network for visual question answering",
        JOURNAL = PR,
        VOLUME = "132",
        YEAR = "2022",
        PAGES = "108980",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224537"}

@article{bb229553,
        AUTHOR = "Xie, J.Y. and Fang, W.H. and Cai, Y. and Huang, Q.B. and Li, Q.",
        TITLE = "Knowledge-Based Visual Question Generation",
        JOURNAL = CirSysVideo,
        VOLUME = "32",
        YEAR = "2022",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "7547-7558",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224538"}

@article{bb229554,
        AUTHOR = "Gao, C.Y. and Zhu, Q. and Wang, P. and Li, H. and Liu, Y.L. and van den Hengel, A.J. and Wu, Q.",
        TITLE = "Structured Multimodal Attentions for TextVQA",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "9603-9614",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224539"}

@article{bb229555,
        AUTHOR = "Jin, Z.X. and Wu, H. and Yang, C. and Zhou, F. and Qin, J.Y. and Xiao, L. and Yin, X.C.",
        TITLE = "RUArt: A Novel Text-Centered Solution for Text-Based Visual Question
Answering",
        JOURNAL = MultMed,
        VOLUME = "25",
        YEAR = "2023",
        PAGES = "1-12",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224540"}

@article{bb229556,
        AUTHOR = "Beckham, C. and Weiss, M. and Golemo, F. and Honari, S. and Nowrouzezahrai, D. and Pal, C.",
        TITLE = "Visual question answering from another perspective: CLEVR mental
rotation tests",
        JOURNAL = PR,
        VOLUME = "136",
        YEAR = "2023",
        PAGES = "109209",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224541"}

@article{bb229557,
        AUTHOR = "Zhang, H.N. and Zeng, P.P. and Hu, Y.X. and Qian, J. and Song, J.K. and Gao, L.",
        TITLE = "Learning visual question answering on controlled semantic noisy
labels",
        JOURNAL = PR,
        VOLUME = "138",
        YEAR = "2023",
        PAGES = "109339",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224542"}

@article{bb229558,
        AUTHOR = "Zeng, G. and Zhang, Y. and Zhou, Y. and Yang, X.M. and Jiang, N. and Zhao, G.Q. and Wang, W.P. and Yin, X.C.",
        TITLE = "Beyond OCR + VQA: Towards end-to-end reading and reasoning for robust
and accurate textvqa",
        JOURNAL = PR,
        VOLUME = "138",
        YEAR = "2023",
        PAGES = "109337",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224543"}

@article{bb229559,
        AUTHOR = "Gao, D.F. and Wang, R.P. and Shan, S.G. and Chen, X.L.",
        TITLE = "CRIC: A VQA Dataset for Compositional Reasoning on Vision and
Commonsense",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "5561-5578",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224544"}

@article{bb229560,
        AUTHOR = "Xu, F.Z. and Lin, Q. and Liu, J. and Zhang, L.L. and Zhao, T.Z. and Chai, Q. and Pan, Y. and Huang, Y. and Wang, Q.Y.",
        TITLE = "MoCA: Incorporating domain pretraining and cross attention for
textbook question answering",
        JOURNAL = PR,
        VOLUME = "140",
        YEAR = "2023",
        PAGES = "109588",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224545"}

@article{bb229561,
        AUTHOR = "Li, P.J. and Tan, Z.Y. and Bao, B.K.",
        TITLE = "Multiview Language Bias Reduction for Visual Question Answering",
        JOURNAL = MultMedMag,
        VOLUME = "30",
        YEAR = "2023",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "91-99",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224546"}

@article{bb229562,
        AUTHOR = "Li, H.M. and Han, D.Z. and Chen, C.Q. and Chang, C.C. and Li, K.C. and Li, D.",
        TITLE = "A Visual Question Answering Network Merging High- and Low-Level
Semantic Information",
        JOURNAL = IEICE,
        VOLUME = "E106-D",
        YEAR = "2023",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "581-589",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224547"}

@article{bb229563,
        AUTHOR = "Liu, B. and Zhan, L.M. and Xu, L. and Wu, X.M.",
        TITLE = "Medical Visual Question Answering via Conditional Reasoning and
Contrastive Learning",
        JOURNAL = MedImg,
        VOLUME = "42",
        YEAR = "2023",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1532-1545",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224548"}

@article{bb229564,
        AUTHOR = "Wu, J.M. and Ge, F. and Hong, H.Y. and Shi, Y. and Hao, Y.B. and Ma, L.",
        TITLE = "Question-aware dynamic scene graph of local semantic representation
learning for visual question answering",
        JOURNAL = PRL,
        VOLUME = "170",
        YEAR = "2023",
        PAGES = "93-99",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224549"}

@article{bb229565,
        AUTHOR = "Li, H. and Huang, J. and Jin, P. and Song, G. and Wu, Q. and Chen, J.",
        TITLE = "Weakly-Supervised 3D Spatial Reasoning for Text-Based Visual Question
Answering",
        JOURNAL = IP,
        VOLUME = "32",
        YEAR = "2023",
        PAGES = "3367-3382",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224550"}

@article{bb229566,
        AUTHOR = "Li, Z.Y. and Guo, Y.Y. and Wang, K. and Wei, Y.W. and Nie, L.Q. and Kankanhalli, M.",
        TITLE = "Joint Answering and Explanation for Visual Commonsense Reasoning",
        JOURNAL = IP,
        VOLUME = "32",
        YEAR = "2023",
        PAGES = "3836-3846",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224551"}

@article{bb229567,
        AUTHOR = "Yang, X.F. and Lv, F. and Liu, F. and Lin, G.S.",
        TITLE = "Self-Training Vision Language BERTs With a Unified Conditional Model",
        JOURNAL = CirSysVideo,
        VOLUME = "33",
        YEAR = "2023",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "3560-3569",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224552"}

@article{bb229568,
        AUTHOR = "Chen, L. and Zheng, Y.H. and Niu, Y. and Zhang, H.W. and Xiao, J.",
        TITLE = "Counterfactual Samples Synthesizing and Training for Robust Visual
Question Answering",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "13218-13234",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224553"}

@inproceedings{bb229569,
        AUTHOR = "Chen, L. and Yan, X. and Xiao, J. and Zhang, H.W. and Pu, S. and Zhuang, Y.",
        TITLE = "Counterfactual Samples Synthesizing for Robust Visual Question
Answering",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "10797-10806",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224554"}

@article{bb229570,
        AUTHOR = "Wang, B.Y. and Ma, Y.J. and Li, X.Y. and Liu, H. and Hu, Y.L. and Yin, B.C.",
        TITLE = "DSGEM: Dual scene graph enhancement module-based visual question
answering",
        JOURNAL = IET-CV,
        VOLUME = "17",
        YEAR = "2023",
        NUMBER = "6",
        PAGES = "638-651",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224555"}

@article{bb229571,
        AUTHOR = "Bi, Y.D. and Jiang, H. and Zhang, H. and Hu, Y.L. and Yin, B.C.",
        TITLE = "Self-supervised knowledge distillation in counterfactual learning for
VQA",
        JOURNAL = PRL,
        VOLUME = "177",
        YEAR = "2024",
        PAGES = "33-39",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224556"}

@article{bb229572,
        AUTHOR = "Tan, S. and Ge, M.M. and Guo, D. and Liu, H.P. and Sun, F.C.",
        TITLE = "Knowledge-Based Embodied Question Answering",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "11948-11960",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224557"}

@inproceedings{bb229573,
        AUTHOR = "Tan, S. and Xiang, W.L. and Liu, H.P. and Guo, D. and Sun, F.C.",
        TITLE = "Multi-agent Embodied Question Answering in Interactive Environments",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XIII:663-678",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224558"}

@article{bb229574,
        AUTHOR = "Mohamud, S.A.M. and Jalali, A. and Lee, M.H.",
        TITLE = "Encoder-decoder cycle for visual question answering based on
perception-action cycle",
        JOURNAL = PR,
        VOLUME = "144",
        YEAR = "2023",
        PAGES = "109848",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224559"}

@article{bb229575,
        AUTHOR = "Tito, R. and Karatzas, D. and Valveny, E.",
        TITLE = "Hierarchical multimodal transformers for Multipage DocVQA",
        JOURNAL = PR,
        VOLUME = "144",
        YEAR = "2023",
        PAGES = "109834",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224560"}

@article{bb229576,
        AUTHOR = "Wang, Y.X. and Wei, B. and Liu, J. and Zhang, L.L. and Wang, J.X. and Wang, Q.Y.",
        TITLE = "DisAVR: Disentangled Adaptive Visual Reasoning Network for Diagram
Question Answering",
        JOURNAL = IP,
        VOLUME = "32",
        YEAR = "2023",
        PAGES = "4812-4827",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224561"}

@article{bb229577,
        AUTHOR = "Han, Y.D. and Yin, J.H. and Wu, J.L. and Wei, Y.W. and Nie, L.Q.",
        TITLE = "Semantic-Aware Modular Capsule Routing for Visual Question Answering",
        JOURNAL = IP,
        VOLUME = "32",
        YEAR = "2023",
        PAGES = "5537-5549",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224562"}

@article{bb229578,
        AUTHOR = "Qian, T.W. and Chen, J.J. and Chen, S.X. and Wu, B. and Jiang, Y.G.",
        TITLE = "Scene Graph Refinement Network for Visual Question Answering",
        JOURNAL = MultMed,
        VOLUME = "25",
        YEAR = "2023",
        PAGES = "3950-3961",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224563"}

@article{bb229579,
        AUTHOR = "Qin, B.S. and Hu, H.J. and Zhuang, Y.T.",
        TITLE = "Deep Residual Weight-Sharing Attention Network With Low-Rank
Attention for Visual Question Answering",
        JOURNAL = MultMed,
        VOLUME = "25",
        YEAR = "2023",
        PAGES = "4282-4295",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224564"}

@article{bb229580,
        AUTHOR = "Zhou, S. and Guo, D. and Li, J. and Yang, X. and Wang, M.",
        TITLE = "Exploring Sparse Spatial Relation in Graph Inference for Text-Based
VQA",
        JOURNAL = IP,
        VOLUME = "32",
        YEAR = "2023",
        PAGES = "5060-5074",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224565"}

@article{bb229581,
        AUTHOR = "Biswas, K. and Shivakumara, P. and Pal, U. and Liu, C.L. and Lu, Y.",
        TITLE = "VQAPT: A New visual question answering model for personality traits
in social media images",
        JOURNAL = PRL,
        VOLUME = "175",
        YEAR = "2023",
        PAGES = "66-73",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224566"}

@article{bb229582,
        AUTHOR = "Cho, J.W. and Argaw, D.M. and Oh, Y. and Kim, D.J. and Kweon, I.S.",
        TITLE = "Empirical study on using adapters for debiased Visual Question
Answering",
        JOURNAL = CVIU,
        VOLUME = "237",
        YEAR = "2023",
        PAGES = "103842",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224567"}

@inproceedings{bb229583,
        AUTHOR = "Cho, J.W. and Kim, D.J. and Choi, J. and Jung, Y. and Kweon, I.S.",
        TITLE = "Dealing with Missing Modalities in the Visual Question
Answer-Difference Prediction Task through Knowledge Distillation",
        BOOKTITLE = MULA21,
        YEAR = "2021",
        PAGES = "1592-1601",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224568"}

@inproceedings{bb229584,
        AUTHOR = "Cho, J.W. and Kim, D.J. and Ryu, H. and Kweon, I.S.",
        TITLE = "Generative Bias for Robust Visual Question Answering",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "11681-11690",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224569"}

@article{bb229585,
        AUTHOR = "Liu, Y.H. and Wei, W. and Peng, D. and Mao, X.L. and He, Z.Y. and Zhou, P.",
        TITLE = "Depth-Aware and Semantic Guided Relational Attention Network for
Visual Question Answering",
        JOURNAL = MultMed,
        VOLUME = "25",
        YEAR = "2023",
        PAGES = "5344-5357",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224570"}

@article{bb229586,
        AUTHOR = "Mao, A. and Yang, Z. and Lin, K. and Xuan, J. and Liu, Y.J.",
        TITLE = "Positional Attention Guided Transformer-Like Architecture for Visual
Question Answering",
        JOURNAL = MultMed,
        VOLUME = "25",
        YEAR = "2023",
        PAGES = "6997-7009",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224571"}

@article{bb229587,
        AUTHOR = "Sun, H. and Wang, S. and Zhu, Y.Q. and Yuan, W. and Zou, Z.Q.",
        TITLE = "Question Classification for Intelligent Question Answering:
A Comprehensive Survey",
        JOURNAL = IJGI,
        VOLUME = "12",
        YEAR = "2023",
        NUMBER = "10",
        PAGES = "415",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224572"}

@article{bb229588,
        AUTHOR = "Cao, B.W. and Cao, J.X. and Gui, J. and Shen, J. and Liu, B. and He, L. and Tang, Y.Y. and Kwok, J.T.Y.",
        TITLE = "AlignVE: Visual Entailment Recognition Based on Alignment Relations",
        JOURNAL = MultMed,
        VOLUME = "25",
        YEAR = "2023",
        PAGES = "7378-7387",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224573"}

@article{bb229589,
        AUTHOR = "Mashrur, A. and Luo, W. and Zaidi, N.A. and Robles Kelly, A.",
        TITLE = "Robust visual question answering via semantic cross modal
augmentation",
        JOURNAL = CVIU,
        VOLUME = "238",
        YEAR = "2024",
        PAGES = "103862",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224574"}

@article{bb229590,
        AUTHOR = "Yu, Z. and Jin, Z. and Yu, J. and Xu, M.L. and Wang, H.B. and Fan, J.P.",
        TITLE = "Bilaterally Slimmable Transformer for Elastic and Efficient Visual
Question Answering",
        JOURNAL = MultMed,
        VOLUME = "25",
        YEAR = "2023",
        PAGES = "9543-9556",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224575"}

@article{bb229591,
        AUTHOR = "Yao, H.B. and Wang, L.P. and Cai, C.T. and Sun, Y.X. and Zhang, Z. and Luo, Y.K.",
        TITLE = "Multi-modal spatial relational attention networks for visual question
answering",
        JOURNAL = IVC,
        VOLUME = "140",
        YEAR = "2023",
        PAGES = "104840",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224576"}

@article{bb229592,
        AUTHOR = "Huang, X.F. and Gong, H.F.",
        TITLE = "A Dual-Attention Learning Network With Word and Sentence Embedding
for Medical Visual Question Answering",
        JOURNAL = MedImg,
        VOLUME = "43",
        YEAR = "2024",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "832-845",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224577"}

@article{bb229593,
        AUTHOR = "Zheng, W.B. and Yan, L. and Wang, F.Y.",
        TITLE = "So Many Heads, So Many Wits: Multimodal Graph Reasoning for
Text-Based Visual Question Answering",
        JOURNAL = SMCS,
        VOLUME = "54",
        YEAR = "2024",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "854-865",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224578"}

@article{bb229594,
        AUTHOR = "Bi, Y.D. and Jiang, H. and Hu, Y.L. and Sun, Y.F. and Yin, B.C.",
        TITLE = "See and Learn More: Dense Caption-Aware Representation for Visual
Question Answering",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "1135-1146",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224579"}

@article{bb229595,
        AUTHOR = "Song, Y. and Yang, X.S. and Wang, Y. and Xu, C.S.",
        TITLE = "Recovering Generalization via Pre-Training-Like Knowledge
Distillation for Out-of-Distribution Visual Question Answering",
        JOURNAL = MultMed,
        VOLUME = "26",
        YEAR = "2024",
        PAGES = "837-851",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224580"}

@article{bb229596,
        AUTHOR = "Wu, S. and Zhao, G.S. and Qian, X.M.",
        TITLE = "Resolving Zero-Shot and Fact-Based Visual Question Answering via
Enhanced Fact Retrieval",
        JOURNAL = MultMed,
        VOLUME = "26",
        YEAR = "2024",
        PAGES = "1790-1800",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224581"}

@article{bb229597,
        AUTHOR = "Wen, Z.Q. and Niu, S.C. and Li, G. and Wu, Q.Y. and Tan, M.K. and Wu, Q.",
        TITLE = "Test-Time Model Adaptation for Visual Question Answering With
Debiased Self-Supervisions",
        JOURNAL = MultMed,
        VOLUME = "26",
        YEAR = "2024",
        PAGES = "2137-2147",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224582"}

@article{bb229598,
        AUTHOR = "Huai, T.Y. and Yang, S.W. and Zhang, J.H. and Zhao, J.B. and He, L.",
        TITLE = "Debiased Visual Question Answering via the perspective of question
types",
        JOURNAL = PRL,
        VOLUME = "178",
        YEAR = "2024",
        PAGES = "181-187",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224583"}

@article{bb229599,
        AUTHOR = "Jiang, J.J. and Liu, Z.Y. and Zheng, N.N.",
        TITLE = "Correlation Information Bottleneck: Towards Adapting Pretrained
Multimodal Models for Robust Visual Question Answering",
        JOURNAL = IJCV,
        VOLUME = "132",
        YEAR = "2024",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "185-207",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT224584"}