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        AUTHOR = "Do, T. and Tran, H. and Do, T. and Tjiputra, E. and Tran, Q.",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT242089"}

@inproceedings{bb247201,
        AUTHOR = "Schwartz, I. and Yu, S. and Hazan, T. and Schwing, A.G.",
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        YEAR = "2019",
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@inproceedings{bb247202,
        AUTHOR = "Kolesnikov, A. and Beyer, L. and Zhai, X.H. and Puigcerver, J. and Yung, J. and Gelly, S. and Houlsby, N.",
        TITLE = "Big Transfer (BIT): General Visual Representation Learning",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT242091"}

@inproceedings{bb247203,
        AUTHOR = "Kolesnikov, A. and Zhai, X.H. and Beyer, L.",
        TITLE = "Revisiting Self-Supervised Visual Representation Learning",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
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@inproceedings{bb247204,
        AUTHOR = "Xiong, P.X. and Zhan, H.Y. and Wang, X. and Sinha, B. and Wu, Y.",
        TITLE = "Visual Query Answering by Entity-Attribute Graph Matching and Reasoning",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "8349-8358",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT242093"}

@inproceedings{bb247205,
        AUTHOR = "Singh, A. and Natarajan, V. and Shah, M. and Jiang, Y. and Chen, X.L. and Batra, D. and Parikh, D. and Rohrbach, M.",
        TITLE = "Towards VQA Models That Can Read",
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        YEAR = "2019",
        PAGES = "8309-8318",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT242094"}

@inproceedings{bb247206,
        AUTHOR = "Manjunatha, V. and Saini, N. and Davis, L.S.",
        TITLE = "Explicit Bias Discovery in Visual Question Answering Models",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "9554-9563",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT242095"}

@inproceedings{bb247207,
        AUTHOR = "Shrestha, R. and Kafle, K. and Kanan, C.",
        TITLE = "Answer Them All! Toward Universal Visual Question Answering Models",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "10464-10473",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT242096"}

@inproceedings{bb247208,
        AUTHOR = "Noh, H. and Kim, T. and Mun, J. and Han, B.H.",
        TITLE = "Transfer Learning via Unsupervised Task Discovery for Visual Question
Answering",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "8377-8386",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT242097"}

@inproceedings{bb247209,
        AUTHOR = "Wijmans, E. and Datta, S. and Maksymets, O. and Das, A. and Gkioxari, G. and Lee, S. and Essa, I. and Parikh, D. and Batra, D.",
        TITLE = "Embodied Question Answering in Photorealistic Environments With Point
Cloud Perception",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "6652-6661",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT242098"}

@inproceedings{bb247210,
        AUTHOR = "Shah, M. and Chen, X.L. and Rohrbach, M. and Parikh, D.",
        TITLE = "Cycle-Consistency for Robust Visual Question Answering",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "6642-6651",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT242099"}

@inproceedings{bb247211,
        AUTHOR = "Li, H. and Wang, P. and Shen, C.H. and van den Hengel, A.",
        TITLE = "Visual Question Answering as Reading Comprehension",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "6312-6321",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT242100"}

@inproceedings{bb247212,
        AUTHOR = "Yu, L.C. and Chen, X.L. and Gkioxari, G. and Bansal, M. and Berg, T.L. and Batra, D.",
        TITLE = "Multi-Target Embodied Question Answering",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "6302-6311",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT242101"}

@inproceedings{bb247213,
        AUTHOR = "Yu, Z. and Yu, J. and Cui, Y.H. and Tao, D.C. and Tian, Q.",
        TITLE = "Deep Modular Co-Attention Networks for Visual Question Answering",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "6274-6283",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT242102"}

@inproceedings{bb247214,
        AUTHOR = "Abbasnejad, E. and Wu, Q. and Shi, Q.F. and van den Hengel, A.",
        TITLE = "What's to Know? Uncertainty as a Guide to Asking Goal-Oriented
Questions",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "4150-4159",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT242103"}

@inproceedings{bb247215,
        AUTHOR = "Schwenk, D. and Khandelwal, A. and Clark, C. and Marino, K. and Mottaghi, R.",
        TITLE = "A-OKVQA: A Benchmark for Visual Question Answering Using World
Knowledge",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "VIII:146-162",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT242104"}

@inproceedings{bb247216,
        AUTHOR = "Marino, K. and Rastegari, M. and Farhadi, A. and Mottaghi, R.",
        TITLE = "OK-VQA: A Visual Question Answering Benchmark Requiring External
Knowledge",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "3190-3199",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT242105"}

@inproceedings{bb247217,
        AUTHOR = "Krishna, R. and Bernstein, M. and Fei Fei, L.",
        TITLE = "Information Maximizing Visual Question Generation",
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        YEAR = "2019",
        PAGES = "2008-2018",
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@inproceedings{bb247218,
        AUTHOR = "Haurilet, M. and Roitberg, A. and Stiefelhagen, R.",
        TITLE = "It's Not About the Journey; It's About the Destination: Following Soft
Paths Under Question-Guidance for Visual Reasoning",
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        YEAR = "2019",
        PAGES = "1930-1939",
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@inproceedings{bb247219,
        AUTHOR = "Qiu, Y. and Satoh, Y. and Suzuki, R. and Kataoka, H.",
        TITLE = "Incorporating 3D Information Into Visual Question Answering",
        BOOKTITLE = "3DV19",
        YEAR = "2019",
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@inproceedings{bb247220,
        AUTHOR = "Liu, F. and Liu, J. and Fang, Z. and Lu, H.",
        TITLE = "Language and Visual Relations Encoding for Visual Question Answering",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "3307-3311",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT242109"}

@inproceedings{bb247221,
        AUTHOR = "Fang, Z.W. and Liu, J. and Tang, Q. and Li, Y. and Lu, H.Q.",
        TITLE = "Answer Distillation for Visual Question Answering",
        BOOKTITLE = ACCV18,
        YEAR = "2018",
        PAGES = "I:72-87",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT242110"}

@inproceedings{bb247222,
        AUTHOR = "Kuhnle, A. and Xie, H.Y. and Copestake, A.",
        TITLE = "How Clever Is the FiLM Model, and How Clever Can it Be?",
        BOOKTITLE = VL18,
        YEAR = "2018",
        PAGES = "IV:162-172",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT242111"}

@inproceedings{bb247223,
        AUTHOR = "Li, W. and Yuan, Z.H. and Fang, X.Z. and Wang, C.",
        TITLE = "Knowing Where to Look? Analysis on Attention of Visual Question
Answering System",
        BOOKTITLE = VL18,
        YEAR = "2018",
        PAGES = "IV:145-152",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT242112"}

@inproceedings{bb247224,
        AUTHOR = "Wagner, M. and Basevi, H. and Shetty, R. and Li, W.B. and Malinowski, M. and Fritz, M. and Leonardis, A.",
        TITLE = "Answering Visual What-If Questions: From Actions to Predicted Scene
Descriptions",
        BOOKTITLE = VLEASE18,
        YEAR = "2018",
        PAGES = "I:521-537",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT242113"}

@inproceedings{bb247225,
        AUTHOR = "Duke, B. and Taylor, G.W.",
        TITLE = "Generalized Hadamard-Product Fusion Operators for Visual Question
Answering",
        BOOKTITLE = CRV18,
        YEAR = "2018",
        PAGES = "39-46",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT242114"}

@inproceedings{bb247226,
        AUTHOR = "Das, A. and Datta, S. and Gkioxari, G. and Lee, S. and Parikh, D. and Batra, D.",
        TITLE = "Embodied Question Answering",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "1-10",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT242115"}

@inproceedings{bb247227,
        AUTHOR = "Misra, I. and Girshick, R. and Fergus, R. and Hebert, M. and Gupta, A. and van der Maaten, L.",
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        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "11-20",
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@inproceedings{bb247228,
        AUTHOR = "Gurari, D. and Li, Q. and Stangl, A.J. and Guo, A. and Lin, C. and Grauman, K. and Luo, J. and Bigham, J.P.",
        TITLE = "VizWiz Grand Challenge: Answering Visual Questions from Blind People",
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        YEAR = "2018",
        PAGES = "3608-3617",
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@inproceedings{bb247229,
        AUTHOR = "Li, J. and Su, H. and Zhu, J. and Wang, S. and Zhang, B.",
        TITLE = "Textbook Question Answering Under Instructor Guidance with Memory
Networks",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "3655-3663",
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@inproceedings{bb247230,
        AUTHOR = "Gordon, D. and Kembhavi, A. and Rastegari, M. and Redmon, J. and Fox, D. and Farhadi, A.",
        TITLE = "IQA: Visual Question Answering in Interactive Environments",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "4089-4098",
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@inproceedings{bb247231,
        AUTHOR = "Agrawal, A. and Batra, D. and Parikh, D. and Kembhavi, A.",
        TITLE = "Don't Just Assume; Look and Answer: Overcoming Priors for Visual
Question Answering",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "4971-4980",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT242120"}

@inproceedings{bb247232,
        AUTHOR = "Sha, F. and Chao, W. and Hu, H.",
        TITLE = "Learning Answer Embeddings for Visual Question Answering",
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        YEAR = "2018",
        PAGES = "5428-5436",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT242121"}

@inproceedings{bb247233,
        AUTHOR = "Kafle, K. and Price, B. and Cohen, S. and Kanan, C.",
        TITLE = "DVQA: Understanding Data Visualizations via Question Answering",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "5648-5656",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT242122"}

@inproceedings{bb247234,
        AUTHOR = "Sha, F. and Hu, H. and Chao, W.",
        TITLE = "Cross-Dataset Adaptation for Visual Question Answering",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "5716-5725",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT242123"}

@inproceedings{bb247235,
        AUTHOR = "Anderson, P. and He, X. and Buehler, C. and Teney, D. and Johnson, M. and Gould, S. and Zhang, L.",
        TITLE = "Bottom-Up and Top-Down Attention for Image Captioning and Visual
Question Answering",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "6077-6086",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT242124"}

@inproceedings{bb247236,
        AUTHOR = "Nguyen, D. and Okatani, T.",
        TITLE = "Improved Fusion of Visual and Language Representations by Dense
Symmetric Co-attention for Visual Question Answering",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "6087-6096",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT242125"}

@inproceedings{bb247237,
        AUTHOR = "Patro, B. and Namboodiri, V.P.",
        TITLE = "Differential Attention for Visual Question Answering",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "7680-7688",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT242126"}

@inproceedings{bb247238,
        AUTHOR = "Su, Z. and Zhu, C. and Dong, Y.P. and Cai, D.Q. and Chen, Y.R. and Li, J.G.",
        TITLE = "Learning Visual Knowledge Memory Networks for Visual Question
Answering",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "7736-7745",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT242127"}

@inproceedings{bb247239,
        AUTHOR = "Das, A. and Datta, S. and Gkioxari, G. and Lee, S. and Parikh, D. and Batra, D.",
        TITLE = "Embodied Question Answering",
        BOOKTITLE = DeepLearnRV18,
        YEAR = "2018",
        PAGES = "2135-213509",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT242128"}

@inproceedings{bb247240,
        AUTHOR = "Cheng, W. and Huang, Y. and Wang, L.",
        TITLE = "Towards Unconstrained Pointing Problem of Visual Question Answering:
A Retrieval-based Method",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "3303-3308",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT242129"}

@inproceedings{bb247241,
        AUTHOR = "Zhou, B. and Sun, Y.Y. and Bau, D. and Torralba, A.B.",
        TITLE = "Interpretable Basis Decomposition for Visual Explanation",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "VIII: 122-138",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT242130"}

@inproceedings{bb247242,
        AUTHOR = "Shi, Y. and Furlanello, T. and Zha, S. and Anandkumar, A.",
        TITLE = "Question Type Guided Attention in Visual Question Answering",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "II: 158-175",
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@inproceedings{bb247243,
        AUTHOR = "Narasimhan, M. and Schwing, A.G.",
        TITLE = "Straight to the Facts: Learning Knowledge Base Retrieval for Factual
Visual Question Answering",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "VIII: 460-477",
        BIBSOURCE = "http://www.visionbib.com/bibliography/applicat803vqa1.html#TT242132"}

@inproceedings{bb247244,
        AUTHOR = "Malinowski, M. and Doersch, C. and Santoro, A. and Battaglia, P.",
        TITLE = "Learning Visual Question Answering by Bootstrapping Hard Attention",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "VI: 3-20",
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@inproceedings{bb247245,
        AUTHOR = "Li, Q. and Tao, Q.Y. and Joty, S. and Cai, J.F. and Luo, J.B.",
        TITLE = "VQA-E: Explaining, Elaborating, and Enhancing Your Answers for Visual
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        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "VII: 570-586",
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@inproceedings{bb247246,
        AUTHOR = "Yu, D. and Gao, X. and Xiong, H.",
        TITLE = "Structured Semantic Representation for Visual Question Answering",
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        YEAR = "2018",
        PAGES = "2286-2290",
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@inproceedings{bb247247,
        AUTHOR = "Huang, L. and Kulkarni, K. and Jha, A. and Lohit, S. and Jayasuriya, S. and Turaga, P.K.",
        TITLE = "CS-VQA: Visual Question Answering with Compressively Sensed Images",
        BOOKTITLE = ICIP18,
        YEAR = "2018",
        PAGES = "1283-1287",
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@inproceedings{bb247248,
        AUTHOR = "Desta, M.T. and Chen, L. and Kornuta, T.",
        TITLE = "Object-Based Reasoning in VQA",
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@inproceedings{bb247249,
        AUTHOR = "Zhao, H. and Fan, Q. and Gutfreund, D. and Fu, Y.",
        TITLE = "Semantically Guided Visual Question Answering",
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        YEAR = "2018",
        PAGES = "1852-1860",
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@inproceedings{bb247250,
        AUTHOR = "Wang, Z. and Liu, X. and Wang, L. and Qiao, Y. and Xie, X. and Fowlkes, C.C.",
        TITLE = "Structured Triplet Learning with POS-Tag Guided Attention for Visual
Question Answering",
        BOOKTITLE = WACV18,
        YEAR = "2018",
        PAGES = "1888-1896",
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@inproceedings{bb247251,
        AUTHOR = "Chowdhury, I. and Nguyen, K. and Fookes, C. and Sridharan, S.",
        TITLE = "A cascaded long short-term memory (LSTM) driven generic visual
question answering (VQA)",
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@inproceedings{bb247252,
        AUTHOR = "Jain, U. and Zhang, Z.Y. and Schwing, A.",
        TITLE = "Creativity: Generating Diverse Questions Using Variational
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@inproceedings{bb247253,
        AUTHOR = "Zhu, Y. and Lim, J.J. and Fei Fei, L.",
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@inproceedings{bb247254,
        AUTHOR = "Lin, Y.T. and Pang, Z.Y. and Li, Y. and Wang, D.H.",
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@inproceedings{bb247255,
        AUTHOR = "Ganju, S. and Russakovsky, O. and Gupta, A.",
        TITLE = "What's in a Question:
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@inproceedings{bb247256,
        AUTHOR = "Xu, H.J. and Saenko, K.",
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@inproceedings{bb247257,
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@inproceedings{bb247258,
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@inproceedings{bb247259,
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@inproceedings{bb247260,
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