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for five datasets, i.e. CUB, SUN, AWA and ImageNet, and establish a new state-of-the-art in any-shot learning, i.e. inductive and transductive (generalized) zero- and few-shot learning settings. We also [...] from image level labels and bounding box annotations. In this paper we take this one step further and propose zero-and few-label learning for semantic segmentation as a new task and propose a benchmark on [...] consuming words and characters. Our proposed models train end-to-end to align with the fine-grained and category-specific content of images. Natural language provides a flexible and compact way of encoding

The question of how to use computer programs for such proof tasks has been an important research topic for many decades. Ever since the fundamental theoretic results of Gödel and Turing at the beginning of [...] sense is actually provable, and that not everything that is provable is automatically provable. Correspondingly, deduction systems differ significantly in their expressiveness and properties. For example, [...] forever. Even more complicated problems can be handled using interactive provers; these provers, however, only work with user assistance and without any guarantee of completeness. How does a theorem prover

surfaces and objects behave in different lighting situations and how people, objects, and scenes can be synthesized as realistically as possible in new previously unrecorded perspectives and lightings [...] "Saarbrücken Research Center for Visual Computing, Interaction and Artificial Intelligence (VIA)", which emerged from a strategic research partnership with Google in 2022 and is also based at the Max Planck Institute [...] Lab" is the high-precision recording of data for basic research in the fields of computer graphics, computer vision, and artificial intelligence. In its completed form, it will comprise a total of 350 square

D1 Algorithms & Complexity D2 Computer Vision and Machine Learning D3 Internet Architecture D4 Computer Graphics D5 Databases and Information Systems D6 Visual Computing and Artificial Intelligence BIO Research [...] Research Group Computational Biology RG1 Automation of Logic RG2 Network and Cloud Systems RG3 Multimodal Language Processing Databases and Information Systems People Former Members and Guests Research [...] from courses Information Retrieval and Data Mining, Machine Learning, Elements of Statistical Learning, or equivalent. Basic knowledge of linear algebra and computational complexity will be helpful. News

University, and his PhD in Computer Science from MPI Informatik. Most of his research deals with algorithmic problems that lie on the boundary between the fields of Computer Vision and Computer Graphics, [...] such as dynamic 3D scene reconstruction and marker-less motion capture, computer animation, appearance and reflectance modeling, machine learning for graphics and vision, new sensors for 3D acquisition [...] to reconstruct geometry and appearance models of dynamic scenes in the real world is an important goal of graphics and vision research. Captured dynamic models of humans and more general scenes are very

Efficient Computation of Relationship-Centrality in Large Entity-Relationship Graphs (poster) Stephan Seufert, Srikanta J. Bedathur, Johannes Hoffart, Andrey Gubichev, and Klaus Berberisch Posters and Demo [...] Research Departments Databases and Information Systems Research YAGO-NAGA Espresso Espresso: Explaining Relationships between Entity Sets Espresso is a system to compute semantically meaningful substructures [...] European politicians are related to politicians in the United States and how?» or «How can one summarize the relationship between China and countries from the Middle East over the last five years?» In this

questions at the frontier of computer graphics and computer vision. In particular, he does research on: Algorithms for 3D reconstruction of static and dynamic scenes, virtual and augmented reality, markerless [...] Beyond computer graphics, these include virtual and augmented reality, telepresence, motion detection in medicine, human-machine interaction, and the important foundations of intelligent systems and intelligent [...] at the University of Edinburgh, his M.Sc. in Computer Science at Saarland University and his Eng.D. from the Max Planck Institute for Computer Science and Saarland University. In his research, he deals

should include a CV and copy of transcripts. Offers and Vacancies in the Computer Graphics Group The interests of the research group members cover a large portion of computer graphics and are described in [...] the following areas is desired: machine learning, computer graphics (with a preference for rendering), and computer vision. Solid skills in mathematics and related programming languages (e.g., Python) are [...] from female postgraduate computer scientists for a two-year research scholarship. The MPI-INF encourages women to excel in computer science and become active role models and leaders in the field. More

challenges to information management. The development of the Web 2.0 and social networks, the ubiquity of mobile devices and sensor networks, and the advances in gathering scientific data have contributed signifi [...] also works on methods for the interactive exploration of large document collections, for the analysis and automated extraction of knowledge from natural language text, and for pattern mining on sequential [...] highly scalable methods and systems for the statistical analysis of such big datasets. Internet companies such as as Amazon, Google, or Netfl ix, for example, analyze data about users and their behavior to provide

Lengauer DEPT. 3 Computational Biology and Applied AlgorithmicsPhone +49 681 9325-3000Email legenauer@mpi-inf.mpg.de Structural Variation in Genomes Protein Structure and Interactions Bioinformatical Support [...] which healthy cells are different from diseased cells, and which implement central biological processes such as the cellular response to stress and the process of aging. These aspects of cell regulation [...] euros comprises the German contribution to IHEC. Within DEEP, metabolic and immunologic diseases in particular are investigated, and another 70 epigenomes are charted. The Max Planck Institute for Informatics