@inproceedings{bb119400,
        AUTHOR = "Deruyver, A. and Hode, Y.",
        TITLE = "Semantic graph and arc consistency in 'true' three dimensional image
labelling",
        BOOKTITLE = ICIP95,
        YEAR = "1995",
        PAGES = "II: 619-622",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115580"}

@article{bb119401,
        AUTHOR = "Deruyver, A. and Hode, Y. and Brun, L.",
        TITLE = "Image interpretation with a conceptual graph:
Labeling over-segmented images and detection of unexpected objects",
        JOURNAL = AI,
        VOLUME = "173",
        YEAR = "2009",
        NUMBER = "14",
        MONTH = "September",
        PAGES = "1245-1265",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115581"}

@article{bb119402,
        AUTHOR = "Bejaoui, L. and Pinet, F. and Schneider, M. and Bedard, Y.",
        TITLE = "OCL for formal modelling of topological constraints involving regions
with broad boundaries",
        JOURNAL = GeoInfo,
        VOLUME = "14",
        YEAR = "2010",
        NUMBER = "3",
        MONTH = "July",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115582"}

@article{bb119403,
        AUTHOR = "Takemura, C.M. and Cesar, R.M. and Bloch, I.",
        TITLE = "Modeling and measuring the spatial relation 'along': 
Regions, contours and fuzzy sets",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "757-766",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115583"}

@article{bb119404,
        AUTHOR = "Liu, W.M. and Li, S.J.",
        TITLE = "Reasoning about cardinal directions between extended objects:
The NP-hardness result",
        JOURNAL = AI,
        VOLUME = "175",
        YEAR = "2011",
        NUMBER = "18",
        MONTH = "December",
        PAGES = "2155-2169",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115584"}

@article{bb119405,
        AUTHOR = "Uijlings, J.R.R. and Smeulders, A.W.M. and Scha, R.J.H.",
        TITLE = "The Visual Extent of an Object:
Suppose We Know the Object Locations",
        JOURNAL = IJCV,
        VOLUME = "96",
        YEAR = "2012",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "46-63",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115585"}

@inproceedings{bb119406,
        AUTHOR = "Uijlings, J.R.R. and Smeulders, A.W.M. and Scha, R.J.H.",
        TITLE = "What is the spatial extent of an object?",
        BOOKTITLE = CVPR09,
        YEAR = "2009",
        PAGES = "770-777",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115586"}

@article{bb119407,
        AUTHOR = "Corcoran, P. and Mooney, P. and Bertolotto, M.",
        TITLE = "Spatial Relations Using High Level Concepts",
        JOURNAL = IJGI,
        VOLUME = "1",
        YEAR = "2012",
        NUMBER = "3",
        PAGES = "333-350",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115587"}

@article{bb119408,
        AUTHOR = "Koenderink, J.J. and van Doorn, A.J.",
        TITLE = "Gauge Fields in Pictorial Space",
        JOURNAL = SIIMS,
        VOLUME = "5",
        YEAR = "2012",
        NUMBER = "4",
        PAGES = "1213-1233",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115588"}

@article{bb119409,
        AUTHOR = "Clementini, E.",
        TITLE = "Directional relations and frames of reference",
        JOURNAL = GeoInfo,
        VOLUME = "17",
        YEAR = "2013",
        NUMBER = "2",
        MONTH = "April",
        PAGES = "235-255",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115589"}

@article{bb119410,
        AUTHOR = "Kontchakov, R. and Pratt Hartmann, I. and Zakharyaschev, M.",
        TITLE = "Spatial reasoning with and connectedness constraints in Euclidean
spaces",
        JOURNAL = AI,
        VOLUME = "217",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "43-75",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115590"}

@article{bb119411,
        AUTHOR = "Gondra, I. and Alam, F.I.",
        TITLE = "Learning spatial relations for object-specific segmentation using
Bayesian network model",
        JOURNAL = SIViP,
        VOLUME = "8",
        YEAR = "2014",
        NUMBER = "8",
        MONTH = "November",
        PAGES = "1441-1450",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115591"}

@article{bb119412,
        AUTHOR = "Zheng, B. and Zhao, Y.B. and Yu, J.C. and Ikeuchi, K. and Zhu, S.C.",
        TITLE = "Scene Understanding by Reasoning Stability and Safety",
        JOURNAL = IJCV,
        VOLUME = "112",
        YEAR = "2015",
        NUMBER = "2",
        MONTH = "April",
        PAGES = "221-238",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115592"}

@inproceedings{bb119413,
        AUTHOR = "Zheng, B. and Zhao, Y.B. and Yu, J.C. and Ikeuchi, K. and Zhu, S.C.",
        TITLE = "Beyond Point Clouds:
Scene Understanding by Reasoning Geometry and Physics",
        BOOKTITLE = CVPR13,
        YEAR = "2013",
        PAGES = "3127-3134",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115593"}

@article{bb119414,
        AUTHOR = "Jia, Z.Y. and Gallagher, A.C. and Saxena, A. and Chen, T.H.",
        TITLE = "3D Reasoning from Blocks to Stability",
        JOURNAL = PAMI,
        VOLUME = "37",
        YEAR = "2015",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "905-918",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115594"}

@inproceedings{bb119415,
        AUTHOR = "Jia, Z.Y. and Gallagher, A.C. and Saxena, A. and Chen, T.H.",
        TITLE = "3D-Based Reasoning with Blocks, Support, and Stability",
        BOOKTITLE = CVPR13,
        YEAR = "2013",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115595"}

@inproceedings{bb119416,
        AUTHOR = "Jia, Z.Y. and Gallagher, A.C. and Chen, T.H.",
        TITLE = "Learning boundaries with color and depth",
        BOOKTITLE = ICIP13,
        YEAR = "2013",
        PAGES = "3049-3053",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115596"}

@article{bb119417,
        AUTHOR = "Kuang, Z.H. and Wong, K.Y.K.",
        TITLE = "Relatively-Paired Space Analysis:
Learning a Latent Common Space From Relatively-Paired Observations",
        JOURNAL = IJCV,
        VOLUME = "113",
        YEAR = "2015",
        NUMBER = "3",
        MONTH = "July",
        PAGES = "176-192",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115597"}

@article{bb119418,
        AUTHOR = "Chen, P.F. and Shi, W.Z.",
        TITLE = "Measuring the Spatial Relationship Information of Multi-Layered
Vector Data",
        JOURNAL = IJGI,
        VOLUME = "7",
        YEAR = "2018",
        NUMBER = "3",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115598"}

@article{bb119419,
        AUTHOR = "Maiseli, B.J. and Bai, L. and Yang, X.Q.A. and Gu, Y.F. and Gao, H.J.",
        TITLE = "Robust cost function for optimizing chamfer masks",
        JOURNAL = VC,
        VOLUME = "34",
        YEAR = "2018",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "617-632",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115599"}

@article{bb119420,
        AUTHOR = "Zhang, C. and Butepage, J. and Kjellstrom, H. and Mandt, S.",
        TITLE = "Advances in Variational Inference",
        JOURNAL = PAMI,
        VOLUME = "41",
        YEAR = "2019",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "2008-2026",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115600"}

@inproceedings{bb119421,
        AUTHOR = "Zhang, C. and Ek, C.H. and Gratal, X. and Pokorny, F.T. and Kjellstrom, H.",
        TITLE = "Supervised Hierarchical Dirichlet Processes with Variational
Inference",
        BOOKTITLE = PGMs13,
        YEAR = "2013",
        PAGES = "254-261",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115601"}

@inproceedings{bb119422,
        AUTHOR = "Afkham, H.M. and Ek, C.H. and Carlsson, S.",
        TITLE = "A Topological Framework for Training Latent Variable Models",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "2471-2476",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115602"}

@article{bb119423,
        AUTHOR = "Carbonell Carrera, C. and Gunalp, P. and Saorin, J.L. and Hess Medler, S.",
        TITLE = "Think Spatially With Game Engine",
        JOURNAL = IJGI,
        VOLUME = "9",
        YEAR = "2020",
        NUMBER = "3",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115603"}

@article{bb119424,
        AUTHOR = "Kowalczyk, A.M. and Bajerowski, T.",
        TITLE = "Development of the Theory of Six Value Aggregation Paths in Network
Modeling for Spatial Analyses",
        JOURNAL = IJGI,
        VOLUME = "9",
        YEAR = "2020",
        NUMBER = "4",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115604"}

@article{bb119425,
        AUTHOR = "Zhan, Y.B. and Yu, J. and Yu, T. and Tao, D.C.",
        TITLE = "Multi-task Compositional Network for Visual Relationship Detection",
        JOURNAL = IJCV,
        VOLUME = "128",
        YEAR = "2020",
        NUMBER = "8-9",
        MONTH = "September",
        PAGES = "2146-2165",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115605"}

@article{bb119426,
        AUTHOR = "Xu, J. and Pan, X.",
        TITLE = "A Fuzzy Spatial Region Extraction Model for Object's Vague Location
Description from Observer Perspective",
        JOURNAL = IJGI,
        VOLUME = "9",
        YEAR = "2020",
        NUMBER = "12",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115606"}

@article{bb119427,
        AUTHOR = "Wen, Z. and Peng, Y.",
        TITLE = "Multi-Level Knowledge Injecting for Visual Commonsense Reasoning",
        JOURNAL = CirSysVideo,
        VOLUME = "31",
        YEAR = "2021",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1042-1054",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115607"}

@article{bb119428,
        AUTHOR = "Li, P. and Zhang, D. and Wulamu, A. and Liu, X. and Chen, P.",
        TITLE = "Semantic Relation Model and Dataset for Remote Sensing Scene
Understanding",
        JOURNAL = IJGI,
        VOLUME = "10",
        YEAR = "2021",
        NUMBER = "7",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115608"}

@article{bb119429,
        AUTHOR = "Zheng, C.X. and Dao, D.S. and Song, G.X. and Cham, T.J. and Cai, J.F.",
        TITLE = "Visiting the Invisible: Layer-by-Layer Completed Scene Decomposition",
        JOURNAL = IJCV,
        VOLUME = "129",
        YEAR = "2021",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "3195-3215",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115609"}

@article{bb119430,
        AUTHOR = "Delearde, R. and Kurtz, C. and Wendling, L.",
        TITLE = "Description and recognition of complex spatial configurations of
object pairs with Force Banner 2D features",
        JOURNAL = PR,
        VOLUME = "123",
        YEAR = "2022",
        PAGES = "108410",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115610"}

@article{bb119431,
        AUTHOR = "Romanschek, E. and Clemen, C. and Huhnt, W.",
        TITLE = "A Novel Robust Approach for Computing DE-9IM Matrices Based on Space
Partition and Integer Coordinates",
        JOURNAL = IJGI,
        VOLUME = "10",
        YEAR = "2021",
        NUMBER = "11",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115611"}

@article{bb119432,
        AUTHOR = "Cao, Q.W. and Huang, H.",
        TITLE = "VSRN: Visual-Semantic Relation Network for Video Visual Relation
Inference",
        JOURNAL = CirSysVideo,
        VOLUME = "32",
        YEAR = "2022",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "768-777",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115612"}

@article{bb119433,
        AUTHOR = "Cao, Q.W. and Huang, H. and Ren, M.C. and Yuan, C.S.",
        TITLE = "Concept-Enhanced Relation Network for Video Visual Relation Inference",
        JOURNAL = CirSysVideo,
        VOLUME = "33",
        YEAR = "2023",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2233-2244",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115613"}

@article{bb119434,
        AUTHOR = "Zhang, X. and Zhang, F.F. and Xu, C.S.",
        TITLE = "Explicit Cross-Modal Representation Learning for Visual Commonsense
Reasoning",
        JOURNAL = MultMed,
        VOLUME = "24",
        YEAR = "2022",
        PAGES = "2986-2997",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115614"}

@article{bb119435,
        AUTHOR = "Riochet, R. and Castro, M.Y. and Bernard, M. and Lerer, A. and Fergus, R. and Izard, V. and Dupoux, E.",
        TITLE = "IntPhys 2019: A Benchmark for Visual Intuitive Physics Understanding",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "5016-5025",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115615"}

@article{bb119436,
        AUTHOR = "You, Y. and Li, C.K. and Lou, Y.J. and Cheng, Z.J. and Li, L.W. and Ma, L.Z. and Wang, W.M. and Lu, C.",
        TITLE = "Understanding Pixel-Level 2D Image Semantics With 3D Keypoint
Knowledge Engine",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "5780-5795",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115616"}

@article{bb119437,
        AUTHOR = "Zou, M.Q. and Wang, L.Z. and Wu, P.P. and Tran, V.",
        TITLE = "Mining Type-beta Co-Location Patterns on Closeness Centrality in
Spatial Data Sets",
        JOURNAL = IJGI,
        VOLUME = "11",
        YEAR = "2022",
        NUMBER = "8",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115617"}

@article{bb119438,
        AUTHOR = "Huang, Z.C. and Qiu, P.Y. and Yu, L. and Lu, F.",
        TITLE = "MSEN-GRP: A Geographic Relations Prediction Model Based on
Multi-Layer Similarity Enhanced Networks for Geographic Relations
Completion",
        JOURNAL = IJGI,
        VOLUME = "11",
        YEAR = "2022",
        NUMBER = "9",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115618"}

@article{bb119439,
        AUTHOR = "Li, C.Y. and Zhu, L.P. and Tian, G.Y. and Hou, Y. and Zhou, H.",
        TITLE = "Rethinking referring relationships from a perspective of mask-level
relational reasoning",
        JOURNAL = PR,
        VOLUME = "133",
        YEAR = "2023",
        PAGES = "109044",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115619"}

@article{bb119440,
        AUTHOR = "Su, Y.C. and Changpinyo, S. and Chen, X.N. and Thoppay, S. and Hsieh, C.J. and Shapira, L. and Soricut, R. and Adam, H. and Brown, M. and Yang, M.H. and Gong, B.Q.",
        TITLE = "2.5D visual relationship detection",
        JOURNAL = CVIU,
        VOLUME = "224",
        YEAR = "2022",
        PAGES = "103557",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115620"}

@article{bb119441,
        AUTHOR = "Hong, X. and Lan, Y.Y. and Pang, L. and Guo, J.F. and Cheng, X.Q.",
        TITLE = "Visual Reasoning: From State to Transformation",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "11352-11364",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115621"}

@article{bb119442,
        AUTHOR = "Corsino, V. and Gilperez, J.M. and Herrera, L.",
        TITLE = "KitBit: A New AI Model for Solving Intelligence Tests and Numerical
Series",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "13893-13903",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115622"}

@article{bb119443,
        AUTHOR = "Yuan, M. and Zhang, L. and Zheng, Z. and Zhang, Y.N. and Li, X.Y.",
        TITLE = "MLink: Linking Black-Box Models From Multiple Domains for
Collaborative Inference",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "12085-12097",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115623"}

@article{bb119444,
        AUTHOR = "Guo, H.Y. and Yang, N. and Wang, Z. and Fang, H.",
        TITLE = "Effects of Spatial Reference Frames, Map Dimensionality, and
Navigation Modes on Spatial Orientation Efficiency",
        JOURNAL = IJGI,
        VOLUME = "12",
        YEAR = "2023",
        NUMBER = "12",
        PAGES = "476",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115624"}

@article{bb119445,
        AUTHOR = "Zhu, J. and Wang, H. and He, B.",
        TITLE = "Multi-Modal Structure-Embedding Graph Transformer for Visual
Commonsense Reasoning",
        JOURNAL = MultMed,
        VOLUME = "26",
        YEAR = "2024",
        PAGES = "1295-1305",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115625"}

@article{bb119446,
        AUTHOR = "Peng, B. and He, W. and Chen, B. and Villavicencio, A. and Wu, C.",
        TITLE = "Multi-perspective thought navigation for source-free entity linking",
        JOURNAL = PRL,
        VOLUME = "178",
        YEAR = "2024",
        PAGES = "84-90",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115626"}

@article{bb119447,
        AUTHOR = "Zheng, W.B. and Yan, L. and Chen, L. and Li, Q. and Wang, F.Y.",
        TITLE = "Knowledge-Embedded Mutual Guidance for Visual Reasoning",
        JOURNAL = Cyber,
        VOLUME = "54",
        YEAR = "2024",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "2579-2591",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115627"}

@inproceedings{bb119448,
        AUTHOR = "Zhang, Y.F. and Chen, S. and Zhao, Q.",
        TITLE = "Toward Multi-Granularity Decision-Making:
Explicit Visual Reasoning with Hierarchical Knowledge",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "2573-2583",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115628"}

@inproceedings{bb119449,
        AUTHOR = "Suris, D. and Menon, S. and Vondrick, C.",
        TITLE = "ViperGPT: Visual Inference via Python Execution for Reasoning",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "11854-11864",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115629"}

@inproceedings{bb119450,
        AUTHOR = "Li, L.L. and Wang, W.G. and Yi, Y.",
        TITLE = "LogicSeg:
Parsing Visual Semantics with Neural Logic Learning and Reasoning",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "4099-4110",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115630"}

@inproceedings{bb119451,
        AUTHOR = "Tang, Q. and Zhu, X.Y. and Lei, Z. and Zhang, Z.X.",
        TITLE = "Intrinsic Physical Concepts Discovery with Object-Centric Predictive
Models",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "23252-23261",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115631"}

@inproceedings{bb119452,
        AUTHOR = "Camposampiero, G. and Houmard, L. and Estermann, B. and Mathys, J. and Wattenhofer, R.",
        TITLE = "Abstract Visual Reasoning Enabled by Language",
        BOOKTITLE = NFVLR23,
        YEAR = "2023",
        PAGES = "2643-2647",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115632"}

@inproceedings{bb119453,
        AUTHOR = "Xue, H.T. and Torralba, A. and Tenenbaum, J. and Yamins, D. and Li, Y.Z. and Tung, H.Y.",
        TITLE = "3D-IntPhys: Towards More Generalized 3D-grounded Visual Intuitive
Physics under Challenging Scenes",
        BOOKTITLE = Precognition23,
        YEAR = "2023",
        PAGES = "3625-3635",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115633"}

@inproceedings{bb119454,
        AUTHOR = "Gupta, T. and Kembhavi, A.",
        TITLE = "Visual Programming: Compositional visual reasoning without training",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "14953-14962",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115634"}

@inproceedings{bb119455,
        AUTHOR = "Spratley, S. and Ehinger, K.A. and Miller, T.",
        TITLE = "Unicode Analogies: An Anti-Objectivist Visual Reasoning Challenge",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "19082-19091",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115635"}

@inproceedings{bb119456,
        AUTHOR = "Khajuria, T. and Tulver, K. and Luik, T. and Aru, J.",
        TITLE = "Constellations:
A novel dataset for studying iterative inference in humans and AI",
        BOOKTITLE = SketchDL22,
        YEAR = "2022",
        PAGES = "5138-5148",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115636"}

@inproceedings{bb119457,
        AUTHOR = "Zheng, S. and Chen, S. and Jin, Q.",
        TITLE = "VRDFormer: End-to-End Video Visual Relation Detection with
Transformers",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "18814-18824",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115637"}

@inproceedings{bb119458,
        AUTHOR = "Yu, D.R. and Yang, B. and Wei, Q.H. and Li, A. and Pan, S.R.",
        TITLE = "A Probabilistic Graphical Model Based on Neural-symbolic Reasoning
for Visual Relationship Detection",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "10599-10608",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115638"}

@inproceedings{bb119459,
        AUTHOR = "Cai, S.F. and Li, L. and Han, X.Z. and Luo, J.B. and Zha, Z.J. and Huang, Q.M.",
        TITLE = "Automatic Relation-aware Graph Network Proliferation",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "10853-10863",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115639"}

@inproceedings{bb119460,
        AUTHOR = "Goel, A. and Fernando, B. and Keller, F. and Bilen, H.",
        TITLE = "Not All Relations are Equal: Mining Informative Labels for Scene
Graph Generation",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "15575-15585",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115640"}

@inproceedings{bb119461,
        AUTHOR = "Messina, N. and Amato, G. and Carrara, F. and Gennaro, C. and Falchi, F.",
        TITLE = "Recurrent Vision Transformer for Solving Visual Reasoning Problems",
        BOOKTITLE = CIAP22,
        YEAR = "2022",
        PAGES = "III:50-61",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115641"}

@inproceedings{bb119462,
        AUTHOR = "Zhao, Z.X. and Jin, Y.M. and Heng, P.A.",
        TITLE = "Modelling Neighbor Relation in Joint Space-Time Graph for Video
Correspondence Learning",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "9940-9949",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115642"}

@inproceedings{bb119463,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115643"}

@inproceedings{bb119464,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115644"}

@inproceedings{bb119465,
        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,
        YEAR = "2021",
        PAGES = "10077-10087",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115645"}

@inproceedings{bb119466,
        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",
        PAGES = "9731-9741",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115646"}

@inproceedings{bb119467,
        AUTHOR = "Grunde McLaughlin, M. and Krishna, R. and Agrawala, M.",
        TITLE = "AGQA: A Benchmark for Compositional Spatio-Temporal Reasoning",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "11282-11292",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115647"}

@inproceedings{bb119468,
        AUTHOR = "Benny, Y. and Pekar, N. and Wolf, L.B.",
        TITLE = "Scale-Localized Abstract Reasoning",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "12552-12560",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115648"}

@inproceedings{bb119469,
        AUTHOR = "Ye, K. and Zhang, M.D. and Kovashka, A.",
        TITLE = "Breaking Shortcuts by Masking for Robust Visual Reasoning",
        BOOKTITLE = WACV21,
        YEAR = "2021",
        PAGES = "3519-3529",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115649"}

@inproceedings{bb119470,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115650"}

@inproceedings{bb119471,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115651"}

@inproceedings{bb119472,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115652"}

@inproceedings{bb119473,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115653"}

@inproceedings{bb119474,
        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",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115654"}

@inproceedings{bb119475,
        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",
        PAGES = "4074-4083",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115655"}

@inproceedings{bb119476,
        AUTHOR = "Wang, T. and Huang, J. and Zhang, H. and Sun, Q.",
        TITLE = "Visual Commonsense Representation Learning via Causal Inference",
        BOOKTITLE = MVM20,
        YEAR = "2020",
        PAGES = "1547-1550",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115656"}

@inproceedings{bb119477,
        AUTHOR = "Nguyen, H. and Patravali, J. and Li, F. and Fern, A.",
        TITLE = "Learning Intuitive Physics by Explaining Surprise",
        BOOKTITLE = MVM20,
        YEAR = "2020",
        PAGES = "1539-1542",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115657"}

@inproceedings{bb119478,
        AUTHOR = "Yang, Z. and Wang, L.",
        TITLE = "Learning Relationships for Multi-View 3D Object Recognition",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "7504-7513",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115658"}

@inproceedings{bb119479,
        AUTHOR = "Yang, K. and Russakovsky, O. and Deng, J.",
        TITLE = "SpatialSense:
An Adversarially Crowdsourced Benchmark for Spatial Relation Recognition",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "2051-2060",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115659"}

@inproceedings{bb119480,
        AUTHOR = "Kolesnikov, A. and Kuznetsova, A. and Lampert, C.H. and Ferrari, V.",
        TITLE = "Detecting Visual Relationships Using Box Attention",
        BOOKTITLE = SGRL19,
        YEAR = "2019",
        PAGES = "1749-1753",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115660"}

@inproceedings{bb119481,
        AUTHOR = "Chen, Y.P. and Rohrbach, M. and Yan, Z.C. and Shuicheng, Y. and Feng, J.S. and Kalantidis, Y.",
        TITLE = "Graph-Based Global Reasoning Networks",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "433-442",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115661"}

@inproceedings{bb119482,
        AUTHOR = "Duan, Y.Q. and Zheng, Y. and Lu, J.W. and Zhou, J. and Tian, Q.",
        TITLE = "Structural Relational Reasoning of Point Clouds",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "949-958",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115662"}

@inproceedings{bb119483,
        AUTHOR = "Liu, R. and Liu, C.X. and Bai, Y.T. and Yuille, A.L.",
        TITLE = "CLEVR-Ref+: Diagnosing Visual Reasoning With Referring Expressions",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "4180-4189",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115663"}

@inproceedings{bb119484,
        AUTHOR = "Dogan, P. and Sigal, L. and Gross, M.",
        TITLE = "Neural Sequential Phrase Grounding (SeqGROUND)",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "4170-4179",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115664"}

@inproceedings{bb119485,
        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",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "5312-5322",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115665"}

@inproceedings{bb119486,
        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",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "6412-6421",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115666"}

@inproceedings{bb119487,
        AUTHOR = "Zellers, R. and Bisk, Y. and Farhadi, A. and Choi, Y.",
        TITLE = "From Recognition to Cognition: Visual Commonsense Reasoning",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "6713-6724",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115667"}

@inproceedings{bb119488,
        AUTHOR = "Tsai, Y.H.H. and Divvala, S. and Morency, L.P. and Salakhutdinov, R. and Farhadi, A.",
        TITLE = "Video Relationship Reasoning Using Gated Spatio-Temporal Energy Graph",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "10416-10425",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115668"}

@inproceedings{bb119489,
        AUTHOR = "Zare Zardiny, A. and Hakimpour, F.",
        TITLE = "Collective Spatial Cognition of Kids in Community Mappings",
        BOOKTITLE = SMPR19,
        YEAR = "2019",
        PAGES = "1153-1157",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115669"}

@inproceedings{bb119490,
        AUTHOR = "Hu, T.X. and Liao, W.T. and Yang, M.Y. and Rosenhahn, B.",
        TITLE = "Exploiting Attention for Visual Relationship Detection",
        BOOKTITLE = GCPR19,
        YEAR = "2019",
        PAGES = "331-344",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115670"}

@inproceedings{bb119491,
        AUTHOR = "Bayat, A. and Pomplun, M.",
        TITLE = "Deriving high-level scene descriptions from deep scene CNN features",
        BOOKTITLE = IPTA17,
        YEAR = "2017",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115671"}

@inproceedings{bb119492,
        AUTHOR = "Peyre, J. and Laptev, I. and Schmid, C. and Sivic, J.",
        TITLE = "Weakly-Supervised Learning of Visual Relations",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "5189-5198",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115672"}

@inproceedings{bb119493,
        AUTHOR = "Mottaghi, R. and Schenck, C. and Fox, D. and Farhadi, A.",
        TITLE = "See the Glass Half Full:
Reasoning About Liquid Containers, Their Volume and Content",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "1889-1898",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115673"}

@inproceedings{bb119494,
        AUTHOR = "Zhang, J. and Elhoseiny, M. and Cohen, S. and Chang, W. and Elgammal, A.E.",
        TITLE = "Relationship Proposal Networks",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "5226-5234",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115674"}

@inproceedings{bb119495,
        AUTHOR = "Liang, X.D. and Lee, L. and Xing, E.P.",
        TITLE = "Deep Variation-Structured Reinforcement Learning for Visual
Relationship and Attribute Detection",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "4408-4417",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115675"}

@inproceedings{bb119496,
        AUTHOR = "Hu, R. and Rohrbach, M. and Andreas, J. and Darrell, T.J. and Saenko, K.",
        TITLE = "Modeling Relationships in Referential Expressions with Compositional
Modular Networks",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "4418-4427",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115676"}

@inproceedings{bb119497,
        AUTHOR = "Barouni, F. and Moulin, B.",
        TITLE = "An Intelligent Spatial Proximity System Using Neurofuzzy Classifiers
and Contextual Information",
        BOOKTITLE = Geospatial14,
        YEAR = "2014",
        PAGES = "107-114",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115677"}

@inproceedings{bb119498,
        AUTHOR = "Fouhey, D.F. and Zitnick, C.L.",
        TITLE = "Predicting Object Dynamics in Scenes",
        BOOKTITLE = CVPR14,
        YEAR = "2014",
        PAGES = "2027-2034",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115678"}

@inproceedings{bb119499,
        AUTHOR = "Carlier, A. and Marques, O. and Charvillat, V.",
        TITLE = "Ask'nSeek: A New Game for Object Detection and Labeling",
        BOOKTITLE = WebScale12,
        YEAR = "2012",
        PAGES = "I: 249-258",
        BIBSOURCE = "http://www.visionbib.com/bibliography/match595.html#TT115679"}

Last update:Apr 10, 2024 at 09:54:40