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quality control and domain specific problems such as face recognition, recovery of CAD models for well-defined objects and basic visual surveillance. Robustness of perception and vision algorithms however is [...] multiple features and sensors facilitates robustness in environments of realistic complexity. The computer vision and machine learning department was founded by Bernt Schiele in 2010 and currently consists [...] Research Departments Computer Vision and Machine Learning Department 2: Computer Vision and Machine Learning Perceptual Computing in general and Computer Vision in particular have great potentials to change

navigation Institute 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 [...] Departments 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 [...] RG2 Network and Cloud Systems RG3 Multimodal Language Processing Publications Algorithms & Complexity Computer Vision and Machine Learning Internet Architecture Computer Graphics Databases and Information

Informatics, algorithms and their applications have always been at the core of our work, as they form the basis for capable and efficient computer systems. Algorithms affect every facet of modern life and are the [...] principles of algorithms and logic, to studying systems such as the Internet, to multi-modal areas such as computer vision, computer graphics, databases and information systems, machine learning and artificial [...] breakthroughs and practical, experimental validation. We aim to push the boundaries of the field and make an impact through high-quality publications, innovative software and data resources, and the education

D1 Algorithms and Complexity Prof. Danupon Na Nongkai, Ph.D. Algorithmic Game Theory Prof. Dr. Kurt Mehlhorn Approximation Algorithms Evangelos Kipouridis, PhD Fine-Grained Complexity and Algorithm Design [...] theoretical and practical aspects of modern algorithmics. We design new algorithms and algorithmic techniques, analyze their efficiency and the quality of their solutions, develop provably efficient and correct [...] Design Prof. Dr. Karl Bringmann Graph Algorithms Prof. Dr. Danupon Na Nongkai, PhD Optimization Dr. Andreas Karrenbauer Parameterized and Counting Algorithms and Complexity Karol Wegrzycki, PhD Robust Learning

Journal, Conference, Book and Report Publications Department Publications D1: Algorithms and Complexity This Year Last Year The Year Before Last Research Reports D2: Computer Vision and Multimodal Computing [...] Year Before Last Research Reports D5: Databases and Information Systems This Year Last Year The Year Before Last Research Reports D6: Visual Computing and Artificial Intelligence This Year BIO: Research [...] Year Before Last Research Reports RG2: Visual Computing and Artificial Intelligence This Year Further Publications Research Reports (all departments and research groups; including former) Scientific Advisory

epigenetic and genetic annotations and makes them explorable via an interactive interface. FunSimMat FunSimMat is a comprehensive functional similarity database for proteins and protein families and a tool [...] Range (HDR) Images and Video Frames PHAT Phat is a toolbox providing several algorithms and data structure for the computation of persistent homology. RDF-3X RDF-3X is an RDF storage and retrieval system [...] software is built using Python. DIPHA Dipha provides algorithms for topological data analysis on distributed systems, including creation of cell complexes and computing persistence diagrams. EpiExplorer The

Internet and multimodal areas such as computer vision, computer graphics, databases and information systems, machine learning and artificial intelligence. By integrating these diverse areas and fostering [...] computer science research worldwide. Latest News Departments D1 Algorithms and Complexity Prof. Danupon Nanongkai, Ph.D. D2 Computer Vision and Machine Learning Prof. Dr. Bernt Schiele D3 Internet Architecture [...] research and drive innovation in key areas of computer science. The research at our institute covers a broad spectrum, ranging from the study of the fundamental principles of algorithms and logic to the