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        AUTHOR = "Wang, Z.H. and Wang, K. and Yu, M. and Xiong, J.J. and Hwu, W.M. and Hasegawa Johnson, M. and Shi, H.",
        TITLE = "Interpretable Visual Reasoning via Induced Symbolic Space",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "1858-1867",
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@inproceedings{bb108701,
        AUTHOR = "Zhang, C. and Jia, B.X. and Edmonds, M. and Zhu, S.C. and Zhu, Y.X.",
        TITLE = "ACRE: Abstract Causal REasoning Beyond Covariation",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "10638-10648",
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@inproceedings{bb108702,
        AUTHOR = "Liu, P.R. and Tian, L. and Zhang, Y. and Aylward, S. and Lee, Y. and Niethammer, M.",
        TITLE = "Discovering Hidden Physics Behind Transport Dynamics",
        BOOKTITLE = CVPR21,
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@inproceedings{bb108703,
        AUTHOR = "Zhang, C. and Jia, B.X. and Zhu, S.C. and Zhu, Y.X.",
        TITLE = "Abstract Spatial-Temporal Reasoning via Probabilistic Abduction and
Execution",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
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@inproceedings{bb108704,
        AUTHOR = "Grunde McLaughlin, M. and Krishna, R. and Agrawala, M.",
        TITLE = "AGQA: A Benchmark for Compositional Spatio-Temporal Reasoning",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
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@inproceedings{bb108705,
        AUTHOR = "Benny, Y. and Pekar, N. and Wolf, L.B.",
        TITLE = "Scale-Localized Abstract Reasoning",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
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@inproceedings{bb108706,
        AUTHOR = "Ye, K. and Zhang, M.D. and Kovashka, A.",
        TITLE = "Breaking Shortcuts by Masking for Robust Visual Reasoning",
        BOOKTITLE = WACV21,
        YEAR = "2021",
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@inproceedings{bb108707,
        AUTHOR = "Zheng, Y.H. and Wen, Z.Q. and Tan, M.K. and Zeng, R. and Chen, Q. and Wang, Y.W. and Wu, Q.",
        TITLE = "Modular Graph Attention Network for Complex Visual Relational Reasoning",
        BOOKTITLE = ACCV20,
        YEAR = "2020",
        PAGES = "VI:137-153",
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@inproceedings{bb108708,
        AUTHOR = "Fan, H. and Yang, M. and Wang, Y. and Zeng, J.",
        TITLE = "Fuzzy Positioning Modeling of Natural Language Location Description",
        BOOKTITLE = ISPRS20,
        YEAR = "2020",
        PAGES = "B4:41-46",
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@inproceedings{bb108709,
        AUTHOR = "Spratley, S. and Ehinger, K. and Miller, T.",
        TITLE = "A Closer Look at Generalisation in RAVEN",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXVII:601-616",
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@inproceedings{bb108710,
        AUTHOR = "Baldassarre, F. and Smith, K. and Sullivan, J. and Azizpour, H.",
        TITLE = "Explanation-based Weakly-supervised Learning of Visual Relations with
Graph Networks",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXVIII:612-630",
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@inproceedings{bb108711,
        AUTHOR = "Inayoshi, S. and Otani, K. and Tejero de Pablos, A. and Harada, T.",
        TITLE = "Bounding-box Channels for Visual Relationship Detection",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "V:682-697",
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@inproceedings{bb108712,
        AUTHOR = "He, C.Z. and Zhu, H.D. and Gao, J.Y. and Chen, K. and Nevatia, R.",
        TITLE = "CPARR: Category-based Proposal Analysis for Referring Relationships",
        BOOKTITLE = MULWS20,
        YEAR = "2020",
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@inproceedings{bb108713,
        AUTHOR = "Wang, T. and Huang, J. and Zhang, H. and Sun, Q.",
        TITLE = "Visual Commonsense Representation Learning via Causal Inference",
        BOOKTITLE = MVM20,
        YEAR = "2020",
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@inproceedings{bb108714,
        AUTHOR = "Nguyen, H. and Patravali, J. and Li, F. and Fern, A.",
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        YEAR = "2020",
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@inproceedings{bb108715,
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@inproceedings{bb108716,
        AUTHOR = "Yang, K. and Russakovsky, O. and Deng, J.",
        TITLE = "SpatialSense:
An Adversarially Crowdsourced Benchmark for Spatial Relation Recognition",
        BOOKTITLE = ICCV19,
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@inproceedings{bb108717,
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@inproceedings{bb108718,
        AUTHOR = "Chen, Y.P. and Rohrbach, M. and Yan, Z.C. and Shuicheng, Y. and Feng, J.S. and Kalantidis, Y.",
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@inproceedings{bb108719,
        AUTHOR = "Duan, Y.Q. and Zheng, Y. and Lu, J.W. and Zhou, J. and Tian, Q.",
        TITLE = "Structural Relational Reasoning of Point Clouds",
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@inproceedings{bb108720,
        AUTHOR = "Liu, R. and Liu, C.X. and Bai, Y.T. and Yuille, A.L.",
        TITLE = "CLEVR-Ref+: Diagnosing Visual Reasoning With Referring Expressions",
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@inproceedings{bb108721,
        AUTHOR = "Dogan, P. and Sigal, L. and Gross, M.",
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@inproceedings{bb108722,
        AUTHOR = "Zhang, C. and Gao, F. and Jia, B. and Zhu, Y.X. and Zhu, S.C.",
        TITLE = "RAVEN: A Dataset for Relational and Analogical Visual REasoNing",
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@inproceedings{bb108723,
        AUTHOR = "Xu, H. and Jiang, C. and Liang, X.D. and Lin, L. and Li, Z.G.",
        TITLE = "Reasoning-RCNN: Unifying Adaptive Global Reasoning Into Large-Scale
Object Detection",
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@inproceedings{bb108724,
        AUTHOR = "Zellers, R. and Bisk, Y. and Farhadi, A. and Choi, Y.",
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@inproceedings{bb108725,
        AUTHOR = "Tsai, Y.H.H. and Divvala, S. and Morency, L.P. and Salakhutdinov, R. and Farhadi, A.",
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@inproceedings{bb108726,
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@inproceedings{bb108728,
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@inproceedings{bb108729,
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@inproceedings{bb108730,
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@inproceedings{bb108731,
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@inproceedings{bb108733,
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@inproceedings{bb108734,
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@inproceedings{bb108735,
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@article{bb108766,
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@article{bb108767,
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@article{bb108768,
        AUTHOR = "Uhr, L.",
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Preprocess Classify and Describe",
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@article{bb108769,
        AUTHOR = "Uhr, L. and Douglass, R.",
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Some Test Results",
        JOURNAL = PR,
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@inproceedings{bb108770,
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        TITLE = "'Recognition Cones,' and Some Test Results; The Imminent
Arrival of Well-Structured Parallel-Serial computers; Positions, and Positions
on Positions",
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@inproceedings{bb108771,
        AUTHOR = "Uhr, L. and Douglass, R.",
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@inproceedings{bb108772,
        AUTHOR = "Uhr, L.",
        TITLE = "'Recognition Cones' That Perceive and Describe Scenes that Move and Change
Over Time",
        BOOKTITLE = ICPR76,
        YEAR = "1976",
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@article{bb108773,
        AUTHOR = "Uhr, L.",
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        JOURNAL = PR,
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@article{bb108774,
        AUTHOR = "Hayes Roth, F.",
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        JOURNAL = PR,
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@article{bb108775,
        AUTHOR = "Hayes Roth, F.",
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recognition",
        JOURNAL = PR,
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@article{bb108776,
        AUTHOR = "Briot, M. and Renaud, M. and Stojiljkovic, Z.",
        TITLE = "An Approach to Spatial Pattern Recognition of Solid Objects",
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@article{bb108777,
        AUTHOR = "Kovalevsky, V.A.",
        TITLE = "Local versus Global Decisions in Image Recognition",
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@article{bb108778,
        AUTHOR = "Tenenbaum, J.M. and Fischler, M.A. and Barrow, H.G.",
        TITLE = "Scene Modeling: A Structural Basis for Image Description",
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@inproceedings{bb108779,
        AUTHOR = "Barrow, H.G. and Tenenbaum, J.M.",
        TITLE = "MSYS: A System for Reasoning about Scenes",
        BOOKTITLE = "SRI AICenter",
        YEAR = "1975",
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@inproceedings{bb108780,
        AUTHOR = "Tenenbaum, J.M. and Barrow, H.G.",
        TITLE = "MSYS: A System for Reasoning about Scenes",
        BOOKTITLE = "SRI AIMemo",
        YEAR = "1976",
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@inproceedings{bb108781,
        AUTHOR = "Kunii, T.L. and Weyl, S. and Tenenbaum, J.M.",
        TITLE = "A Relational Data Base Schema for Describing Complex Pictures with
Color and Texture",
        BOOKTITLE = ICPR74,
        YEAR = "1974",
        PAGES = "310-316",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match596.html#TT105137"}

@inproceedings{bb108782,
        AUTHOR = "Tenenbaum, J.M. and Weyl, S.",
        TITLE = "A Region-Analysis System for Interactive Scene Analysis",
        BOOKTITLE = IJCAI75,
        YEAR = "1975",
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@article{bb108783,
        AUTHOR = "Tenenbaum, J.M.",
        TITLE = "On Locating Objects by Their Distinguishing Features in
Multisensory Images",
        JOURNAL = CGIP,
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@inproceedings{bb108784,
        AUTHOR = "Tenenbaum, J.M.",
        TITLE = "On Locating Objects by Their Distinguishing Features in
Multisensory Images",
        BOOKTITLE = SRI-TN,
        YEAR = "1973",
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@inproceedings{bb108785,
        AUTHOR = "Tenenbaum, J.M.",
        TITLE = "Object Recognition in Multi-Sensory Scene Analysis",
        BOOKTITLE = "SRI AIMemo",
        YEAR = "1973",
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@inproceedings{bb108786,
        AUTHOR = "Nitzan, D.",
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@inproceedings{bb108787,
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@inproceedings{bb108788,
        AUTHOR = "Garvey, T.D. and Tenenbaum, J.M.",
        TITLE = "On the Automatic Generation of Programs for Locating Objects in
Office Scenes",
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@article{bb108789,
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@inproceedings{bb108791,
        AUTHOR = "Tsotsos, J.K.",
        TITLE = "Knowledge and the Visual Process: Content, Form and Use",
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@article{bb108792,
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@article{bb108793,
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@article{bb108794,
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@inproceedings{bb108795,
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@inproceedings{bb108796,
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Vision Data",
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@article{bb108797,
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@article{bb108798,
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@inproceedings{bb108799,
        AUTHOR = "Trivedi, M.M. and Abidi, M.A. and Eason, R.O. and Gonzalez, R.C.",
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