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+{"id": "833fa04463d90aab4a9fe2870d480f0b40df446e", "paper": {"paperId": "833fa04463d90aab4a9fe2870d480f0b40df446e", "key": "sun_attributes", "title": "SUN attribute database: Discovering, annotating, and recognizing scene attributes", "journal": "2012 IEEE Conference on Computer Vision and Pattern Recognition", "address": "", "address_type": "", "lat": "", "lng": "", "pdf_link": "http://doi.ieeecomputersociety.org/10.1109/CVPR.2012.6247998", "report_link": "papers/833fa04463d90aab4a9fe2870d480f0b40df446e.html", "citation_count": 260, "citations_geocoded": 84, "citations_unknown": 85, "citations_empty": 18, "citations_pdf": 143, "citations_doi": 10, "name": "SUN"}, "address": null, "citations": [["Complex Event Recognition from Images with Few Training Examples", "University of Southern California", "University of Southern California", "University of Southern California", "University of Southern California, Watt Way, Saint James Park, LA, Los Angeles County, California, 90089, USA", 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"-1.25400997", "edu", ""], ["Attributes as Operators", "", "University of Texas at Austin", "University of Texas at Austin", "University of Texas at Austin, 1, East 23rd Street, The Drag, Austin, Travis County, Texas, 78712, USA", "30.28415100", "-97.73195598", "edu", ""], ["Bridging Music and Image via Cross-Modal Ranking Analysis", "Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China", "Shenzhen Institutes of Advanced Technology", "Shenzhen Institutes of Advanced Technology", "\u4e2d\u56fd\u79d1\u5b66\u9662\u6df1\u5733\u5148\u8fdb\u6280\u672f\u7814\u7a76\u9662, 1068, \u79d1\u7814\u8def, \u6df1\u5733\u5927\u5b66\u57ce, \u4e09\u5751\u6751, \u5357\u5c71\u533a, \u6df1\u5733\u5e02, \u5e7f\u4e1c\u7701, 518000, \u4e2d\u56fd", "22.59805605", "113.98533784", "edu", ""], ["Low-Rank Embedded Ensemble Semantic Dictionary for Zero-Shot Learning", "", "Northeastern University", "Northeastern University", "Snell Library, 360, Huntington Avenue, Roxbury Crossing, Fenway, Boston, Suffolk County, Massachusetts, 02115, USA", "42.33836680", "-71.08793524", "edu", ""], ["Synthesizing Samples for Zero-shot Learning", "", "Lancaster University", "Lancaster University", "Lancaster University, Library Avenue, Bowland College, Hala, Lancaster, Lancs, North West England, England, LA1 4AP, UK", "54.00975365", "-2.78757491", "edu", ""], ["Crowdsourcing Feature Discovery via Adaptively Chosen Comparisons", "", "Microsoft Research Asia", "Microsoft Live Labs Research, China", "Microsoft Research Asia", "35.86166000", "104.19539700", "company", ""], ["Continuous Probability Distribution Prediction of Image Emotions via Multitask Shared Sparse Regression", "School of Software, Tsinghua University, Beijing, China", "Tsinghua University", "Tsinghua University", "\u6e05\u534e\u5927\u5b66, 30, \u53cc\u6e05\u8def, \u4e94\u9053\u53e3, \u540e\u516b\u5bb6, \u6d77\u6dc0\u533a, 100084, \u4e2d\u56fd", "40.00229045", "116.32098908", "edu", ""], ["Zero-Shot Learning \u2014 The Good, the Bad and the Ugly", "", "University of Amsterdam", "University of Amsterdam", "Institute for Logic, Language and Computation (ILLC), 107, Science Park, Oost-Watergraafsmeer, Amsterdam, Oost, Amsterdam, Noord-Holland, Nederland, 1098XG, Nederland", "52.35536550", "4.95016440", "edu", ""], ["Prototypical Priors: From Improving Classification to Zero-Shot Learning", "", "University of Oxford", "University of Oxford", "Radcliffe Camera, Radcliffe Square, Grandpont, Oxford, Oxon, South East, England, OX1 4AJ, UK", "51.75345380", "-1.25400997", "edu", ""], ["Learning Deep Representations with Probabilistic Knowledge Transfer", "Aristotle University of Thessaloniki, Thessaloniki 541 24, Greece", "Aristotle University of Thessaloniki", "Aristotle University of Thessaloniki", "\u0391\u03c1\u03b9\u03c3\u03c4\u03bf\u03c4\u03ad\u03bb\u03b5\u03b9\u03bf \u03a0\u03b1\u03bd\u03b5\u03c0\u03b9\u03c3\u03c4\u03ae\u03bc\u03b9\u03bf 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"22.95889350", "edu", ""], ["Zero-Shot Event Detection by Multimodal Distributional Semantic Embedding of Videos", "", "SRI International", "SRI International", "SRI International Building, West 1st Street, Menlo Park, San Mateo County, California, 94025, USA", "37.45857960", "-122.17560525", "edu", ""], ["Active Annotation Translation", "University of Iceland", "University of Iceland", "University of Iceland", "H\u00e1sk\u00f3li \u00cdslands, Sturlugata, H\u00e1sk\u00f3li, Reykjav\u00edk, Reykjav\u00edkurborg, H\u00f6fu\u00f0borgarsv\u00e6\u00f0i\u00f0, 121, \u00cdsland", "64.13727400", "-21.94561454", "edu", ""], ["Visual Scene Understanding through Semantic Segmentation", "", "George Mason University", "George Mason University", "George Mason University, Aquia Creek Lane, Country Club View, Blue Oaks, Fairfax County, Virginia, 22030-9998, USA", "38.83133325", "-77.30798839", "edu", ""], ["Dense Semantic Image Segmentation with Objects and Attributes", "", "Oxford Brookes University", "Oxford Brookes University", "Oxford Brookes University, Headington Road, Headington, Oxford, Oxon, South East, England, OX3 0BL, UK", "51.75552050", "-1.22615970", "edu", ""], ["Transductive Unbiased Embedding for Zero-Shot Learning", "", "Alibaba Group, Hangzhou, China", "Alibaba Group, Hangzhou, China", "Alibaba Group, \u4e94\u5e38\u8857\u9053, \u4f59\u676d\u533a (Yuhang), \u676d\u5dde\u5e02 Hangzhou, \u6d59\u6c5f\u7701, \u4e2d\u56fd", "30.28106540", "120.02139087", "edu", ""], ["Efficiently and Effectively Learning Models of Similarity from Human Feeback", "", "University of Pittsburgh", "University of Pittsburgh", "University of Pittsburgh, Sutherland Drive, West Oakland, PGH, Allegheny County, Pennsylvania, 15240, USA", "40.44415295", "-79.96243993", "edu", ""], ["Multi-task Learning by Maximizing Statistical Dependence", "University of Bath", "University of Bath", "University of Bath", "University of Bath, Convocation Avenue, Claverton Down, Bath, Bath and North East Somerset, South West England, England, BA2 7PA, UK", "51.37914420", "-2.32523320", "edu", ""], ["Making Better Use of the Crowd", "", "Microsoft Research Asia", "Microsoft Live Labs Research, China", "Microsoft Research Asia", "35.86166000", "104.19539700", "company", ""], ["Learning Temporal Transformations from Time-Lapse Videos", "", "University of North Carolina at Chapel Hill", "University of North Carolina at Chapel Hill", "University of North Carolina at Chapel Hill, East Cameron Avenue, Chapel Hill, Orange County, North Carolina, 27514, USA", "35.91139710", "-79.05045290", "edu", ""], ["Cross-Class Sample Synthesis for Zero-shot Learning", "", "Beijing, China", "Beijing, China", "\u5317\u4eac\u5e02, \u4e1c\u57ce\u533a, \u5317\u4eac\u5e02, 100010, \u4e2d\u56fd", "39.90621700", "116.39127570", "edu", ""], ["Weakly Supervised Learning of Affordances", "", "University of Bonn", "University of Bonn", "Rheinische Friedrich-Wilhelms-Universit\u00e4t Bonn, Arkadenhof, Bonn-Zentrum, Stadtbezirk Bonn, Bonn, Regierungsbezirk K\u00f6ln, Nordrhein-Westfalen, 53113, Deutschland", "50.73381240", "7.10224650", "edu", ""], ["CollageParsing: Nonparametric Scene Parsing by Adaptive Overlapping Windows", "", "University of British Columbia", "University of British Columbia", "University of British Columbia, Eagles Drive, Hawthorn Place, University Endowment Lands, Metro Vancouver, British Columbia, V6T, Canada", "49.25839375", "-123.24658161", "edu", ""], ["Adapting attributes by selecting features similar across domains", "", "University of Pittsburgh", "University of Pittsburgh", "University of Pittsburgh, Sutherland Drive, West Oakland, PGH, Allegheny County, Pennsylvania, 15240, USA", "40.44415295", "-79.96243993", "edu", ""], ["Towards Effective Deep Embedding for Zero-Shot Learning", "", "Northwestern Polytechnical University", "Northwestern Polytechnical University", "\u897f\u5317\u5de5\u4e1a\u5927\u5b66 \u53cb\u8c0a\u6821\u533a, 127\u53f7, \u53cb\u8c0a\u897f\u8def, \u957f\u5b89\u8def, \u7891\u6797\u533a (Beilin), \u897f\u5b89\u5e02, \u9655\u897f\u7701, 710072, \u4e2d\u56fd", "34.24691520", "108.91061982", "edu", ""], ["Materials discovery: Fine-grained classification of X-ray scattering images", "University of North Carolina at Chapel Hill, NC, USA", "University of North Carolina at Chapel Hill", "University of North Carolina at Chapel Hill", "University of North Carolina at Chapel Hill, East Cameron Avenue, Chapel Hill, Orange County, North Carolina, 27514, USA", "35.91139710", "-79.05045290", "edu", ""], ["DEEP-CARVING: Discovering visual attributes by carving deep neural nets", "Machine Intelligence Lab (MIL), Cambridge University", "Cambridge University", "Cambridge University", "University, Cambridge Road, Old Portsmouth, Portsmouth, South East, England, PO1 2HB, UK", "50.79440260", "-1.09717480", "edu", ""], ["COCO Attributes: Attributes for People, Animals, and Objects", "Georgia Institute of Technology", "Georgia Institute of Technology", "Georgia Institute of Technology", "Georgia Tech, Atlantic Drive Northwest, Bellwood, Rockdale, Atlanta, Fulton County, Georgia, 30318, USA", "33.77603300", "-84.39884086", "edu", ""], ["Making Better Use of the Crowd: How Crowdsourcing Can Advance Machine Learning Research", "", "Microsoft Research Asia", "Microsoft Live Labs Research, China", "Microsoft Research Asia", "35.86166000", "104.19539700", "company", ""], ["Weakly Supervised Learning of Objects, Attributes and Their Associations", "", "University of London", "University of London", "Birkbeck College, Malet Street, Holborn, Bloomsbury, London Borough of Camden, London, Greater London, England, WC1E 7HX, UK", "51.52176680", "-0.13019072", "edu", ""], ["Interestingness Prediction by Robust Learning to Rank", "School of Mathematical Sciences, Peking University, China", "Peking University", "Peking University", "\u5317\u4eac\u5927\u5b66, 5\u53f7, \u9890\u548c\u56ed\u8def, \u7a3b\u9999\u56ed\u5357\u793e\u533a, \u6d77\u6dc0\u533a, \u5317\u4eac\u5e02, 100871, \u4e2d\u56fd", "39.99223790", "116.30393816", "edu", ""], ["Discovering Shades of Attribute Meaning with the Crowd", "", "University of Texas at Austin", "University of Texas at Austin", "University of Texas at Austin, 1, East 23rd Street, The Drag, Austin, Travis County, Texas, 78712, USA", "30.28415100", "-97.73195598", "edu", ""], ["A 2D + 3D Rich Data Approach to Scene Understanding", "", "MIT", "Massachusetts Institute", "MIT, Amherst Street, Cambridgeport, Cambridge, Middlesex County, Massachusetts, 02238, USA", "42.35839610", "-71.09567788", "edu", ""], ["Learning Discriminative Latent Attributes for Zero-Shot Classification", "", "Chinese Academy of Sciences", "Chinese Academy of Sciences", "\u4e2d\u56fd\u79d1\u5b66\u9662\u5fc3\u7406\u7814\u7a76\u6240, 16, \u6797\u8403\u8def, \u671d\u9633\u533a / Chaoyang, \u5317\u4eac\u5e02, 100101, \u4e2d\u56fd", "40.00447950", "116.37023800", "edu", ""], ["ImageSpirit: Verbal Guided Image Parsing", "", "University College London", "University College London", "UCL Institute of Education, 20, Bedford Way, Holborn, Bloomsbury, London Borough of Camden, London, Greater London, England, WC1H 0AL, UK", "51.52316070", "-0.12820370", "edu", ""], ["ConceptFusion: A Flexible Scene Classification Framework", "", "Bilkent University", "Bilkent University", "Bilkent \u00dcniversitesi, 3. Cadde, \u00dcniversiteler Mahallesi, Ankara, \u00c7ankaya, Ankara, \u0130\u00e7 Anadolu B\u00f6lgesi, 06800, T\u00fcrkiye", "39.87204890", "32.75395155", "edu", ""], ["Toward a Taxonomy and Computational Models of Abnormalities in Images", "", "University of Washington", "University of Washington", "University of Washington, Rainier Vista, Montlake, University District, Seattle, King County, Washington, 98195, USA", "47.65432380", "-122.30800894", "edu", ""], ["Determining the best attributes for surveillance video keywords generation", "", "University of Queensland", "University of Queensland", "University of Queensland, University Drive, Hill End, St Lucia, Brisbane, QLD, 4072, Australia", "-27.49741805", "153.01316956", "edu", ""], ["Discovering Geo-Informative Attributes for Location Recognition and Exploration", "", "Chinese Academy of Sciences", "Chinese Academy of Sciences", "\u4e2d\u56fd\u79d1\u5b66\u9662\u5fc3\u7406\u7814\u7a76\u6240, 16, \u6797\u8403\u8def, \u671d\u9633\u533a / Chaoyang, \u5317\u4eac\u5e02, 100101, \u4e2d\u56fd", "40.00447950", "116.37023800", "edu", ""], ["Predicting Useful Neighborhoods for Lazy Local Learning", "", "University of Texas at Austin", "University of Texas at Austin", "University of Texas at Austin, 1, East 23rd Street, The Drag, Austin, Travis County, Texas, 78712, USA", "30.28415100", "-97.73195598", "edu", ""], ["Towards Transparent Systems: Semantic Characterization of Failure Modes", "University of Washington, Seattle, USA", "University of Washington", "University of Washington", "University of Washington, Rainier Vista, Montlake, University District, Seattle, King County, Washington, 98195, USA", "47.65432380", "-122.30800894", "edu", ""], ["Describing Textures in the Wild", "", "University of Oxford", "University of Oxford", "Radcliffe Camera, Radcliffe Square, Grandpont, Oxford, Oxon, South East, England, OX1 4AJ, UK", "51.75345380", "-1.25400997", "edu", ""], ["Sentribute: image sentiment analysis from a mid-level perspective", "", "University of Rochester", "University of Rochester", "Memorial Art Gallery, 500, University Avenue, East End, Rochester, Monroe County, New York, 14607, USA", "43.15769690", "-77.58829158", "edu", ""], ["Global Semantic Consistency for Zero-Shot Learning", "", "Tongji University", "Tongji University", "\u540c\u6d4e\u5927\u5b66, 1239, \u56db\u5e73\u8def, \u6c5f\u6e7e, \u8679\u53e3\u533a, \u4e0a\u6d77\u5e02, 200092, \u4e2d\u56fd", "31.28473925", "121.49694909", "edu", ""], ["Refining Architectures of Deep Convolutional Neural Networks", "", "University of Cambridge", "University of Cambridge", "Clifford Allbutt Lecture Theatre, Robinson Way, Romsey, Cambridge, Cambridgeshire, East of England, England, CB2 0QH, UK", "52.17638955", "0.14308882", "edu", ""], ["A fast method for estimating transient scene attributes", "", "University of Kentucky", "University of Kentucky", "University of Kentucky, Columbia Avenue, Sorority Circle, Lexington, Fayette County, Kentucky, 40508, USA", "38.03337420", "-84.50177580", "edu", ""], ["An embarrassingly simple approach to zero-shot learning", "", "University of Oxford", "University of Oxford", "Radcliffe Camera, Radcliffe Square, Grandpont, Oxford, Oxon, South East, England, OX1 4AJ, UK", "51.75345380", "-1.25400997", "edu", ""], ["Active Learning with Cross-Class Knowledge Transfer", "", "Tsinghua University", "Tsinghua University", "\u6e05\u534e\u5927\u5b66, 30, \u53cc\u6e05\u8def, \u4e94\u9053\u53e3, \u540e\u516b\u5bb6, \u6d77\u6dc0\u533a, 100084, \u4e2d\u56fd", "40.00229045", "116.32098908", "edu", ""], ["Relative Forest for Attribute Prediction", "Graduate University of Chinese Academy of Sciences, Beijing 100049, China", "Chinese Academy of Sciences", "Chinese Academy of Sciences", "\u4e2d\u56fd\u79d1\u5b66\u9662\u5fc3\u7406\u7814\u7a76\u6240, 16, \u6797\u8403\u8def, \u671d\u9633\u533a / Chaoyang, \u5317\u4eac\u5e02, 100101, \u4e2d\u56fd", "40.00447950", "116.37023800", "edu", ""], ["Learning Geo-Temporal Image Features", "", "University of Kentucky", "University of Kentucky", "University of Kentucky, Columbia Avenue, Sorority Circle, Lexington, Fayette County, Kentucky, 40508, USA", "38.03337420", "-84.50177580", "edu", ""], ["What makes an image popular?", "eBay Research Labs", "MIT", "Massachusetts Institute", "MIT, Amherst Street, Cambridgeport, Cambridge, Middlesex County, Massachusetts, 02238, USA", "42.35839610", "-71.09567788", "edu", ""], ["Learning Attributes Equals Multi-Source Domain Generalization", "University of Iowa", "University of Iowa", "University of Iowa", "University of Iowa, Hawkeye Court, Iowa City, Johnson County, Iowa, 52246, USA", "41.66590000", "-91.57310307", "edu", ""], ["Attribute Adaptation for Personalized Image Search", "", "University of Texas at Austin", "University of Texas at Austin", "University of Texas at Austin, 1, East 23rd Street, The Drag, Austin, Travis County, Texas, 78712, USA", "30.28415100", "-97.73195598", "edu", ""], ["Clustering-Based Joint Feature Selection for Semantic Attribute Prediction", "", "Arizona State University", "Arizona State University", "Arizona State University Polytechnic campus, East Texas Avenue, Mesa, Maricopa County, Arizona, 85212, USA", "33.30715065", "-111.67653157", "edu", ""], ["Zero-Shot Recognition via Direct Classifier Learning with Transferred Samples and Pseudo Labels", "", "Northumbria University", "Northumbria University", "Northumbria University, Birkdale Close, High Heaton, Newcastle upon Tyne, Tyne and Wear, North East England, England, NE7 7TP, UK", "55.00306320", "-1.57463231", "edu", ""], ["Compare and Contrast: Learning Prominent Visual Differences", "The University of Texas at Austin", "University of Texas at Austin", "University of Texas at Austin", "University of Texas at Austin, 1, East 23rd Street, The Drag, Austin, Travis County, Texas, 78712, USA", "30.28415100", "-97.73195598", "edu", ""], ["Attributes as Operators: Factorizing Unseen 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