Zero-Shot Learning-A Comprehensive Evaluation of the Good, the Bad and the Ugly von Xian, Yongqin, Lampert, Christoph H., Schiele, Bernt, Akata, Zeynep

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Good Practice in Large-Scale Learning for Image Classification von Akata, Zeynep, Perronnin, Florent, Harchaoui, Zaid, Schmid, Cordelia

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Computer Vision and Pattern Recognition 2020 von Akata, Zeynep, Geiger, Andreas, Sattler, Torsten

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Classifying the unknown: Insect identification with deep hierarchical Bayesian learning von Badirli, Sarkhan, Picard, Christine Johanna, Mohler, George, Richert, Frannie, Akata, Zeynep, Dundar, Murat

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Pattern Recognition: 42nd DAGM German Conference, DAGM GCPR 2020, Tübingen, Germany, September 28 - October 1, 2020, Proceedings von Akata, Zeynep, Geiger, Andreas, Sattler, Torsten

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Semantically Tied Paired Cycle Consistency for Any-Shot Sketch-Based Image Retrieval von Dutta, Anjan, Akata, Zeynep

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Label-Embedding for Image Classification von Akata, Zeynep, Perronnin, Florent, Harchaoui, Zaid, Schmid, Cordelia

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Toward explainable and advisable model for self‐driving cars von Kim, Jinkyu, Rohrbach, Anna, Akata, Zeynep, Moon, Suhong, Misu, Teruhisa, Chen, Yi‐Ting, Darrell, Trevor, Canny, John

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Semi-Supervised and Unsupervised Deep Visual Learning: A Survey von Chen, Yanbei, Mancini, Massimiliano, Zhu, Xiatian, Akata, Zeynep

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Generating visual explanations with natural language von Hendricks, Lisa Anne, Rohrbach, Anna, Schiele, Bernt, Darrell, Trevor, Akata, Zeynep

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Learning Graph Embeddings for Open World Compositional Zero-Shot Learning von Mancini, Massimiliano, Naeem, Muhammad Ferjad, Xian, Yongqin, Akata, Zeynep

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Attribute Prototype Network for Any-Shot Learning von Xu, Wenjia, Xian, Yongqin, Wang, Jiuniu, Schiele, Bernt, Akata, Zeynep

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Explainable AI: The New 42? von Goebel, Randy, Chander, Ajay, Holzinger, Katharina, Lecue, Freddy, Akata, Zeynep, Stumpf, Simone, Kieseberg, Peter, Holzinger, Andreas

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Relational Proxies: Fine-Grained Relationships as Zero-Shot Discriminators von Chaudhuri, Abhra, Mancini, Massimiliano, Akata, Zeynep, Dutta, Anjan

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BDA-SketRet: Bi-level domain adaptation for zero-shot SBIR von Chaudhuri, Ushasi, Chavan, Ruchika, Banerjee, Biplab, Dutta, Anjan, Akata, Zeynep

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Manipulating Attributes of Natural Scenes via Hallucination von Karacan, Levent, Akata, Zeynep, Erdem, Aykut, Erdem, Erkut

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Generalized Few-Shot Video Classification With Video Retrieval and Feature Generation von Xian, Yongqin, Korbar, Bruno, Douze, Matthijs, Torresani, Lorenzo, Schiele, Bernt, Akata, Zeynep

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Evaluation for Weakly Supervised Object Localization: Protocol, Metrics, and Datasets von Choe, Junsuk, Oh, Seong Joon, Chun, Sanghyuk, Lee, Seungho, Akata, Zeynep, Shim, Hyunjung

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A Research Agenda for Hybrid Intelligence: Augmenting Human Intellect With Collaborative, Adaptive, Responsible, and Explainable Artificial Intelligence von Akata, Zeynep, Balliet, Dan, de Rijke, Maarten, Dignum, Frank, Dignum, Virginia, Eiben, Guszti, Fokkens, Antske, Grossi, Davide, Hindriks, Koen, Hoos, Holger, Hung, Hayley, Jonker, Catholijn, Monz, Christof, Neerincx, Mark, Oliehoek, Frans, Prakken, Henry, Schlobach, Stefan, van der Gaag, Linda, van Harmelen, Frank, van Hoof, Herke, van Riemsdijk, Birna, van Wynsberghe, Aimee, Verbrugge, Rineke, Verheij, Bart, Vossen, Piek, Welling, Max

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Generating Visual Explanations von Hendricks, Lisa Anne, Akata, Zeynep, Rohrbach, Marcus, Donahue, Jeff, Schiele, Bernt, Darrell, Trevor

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