Search

of D4. This and all previous full reports are available here . Research Areas HDR Imaging, Perception, and Advanced Displays Sensorimotor Interaction Artificial Intelligence aided Design and Manufacturing [...] ing Sampling and Rendering High Performance Digital Geometry Processing Image Synthesis and Machine Learning [...] Research Departments Computer Graphics Research Research Scientific Activities The 15th Biennial Report 2019-2021 is a survey over the scientific activities of the Max Planck Institute for Informatics

Departments Computer Vision and Machine Learning Research Research People Detection, Pose Estimation and Tracking Visual Privacy Adversarial Robustness Zero-Shot Learning Generative Models Vision and Language [...] Knowledge Transfer and Semi-supervised Learning Weakly Supervised Learning Image Segmentation Video Segmentation Object Recognition and Scene Understanding Gaze-Based Human-Computer Interaction 3D Reconstruction [...] Reconstruction and Perception of People Generative Models of 3D People Human Pose Estimation from Video and IMU

ns and Neural Rendering Deep Learning for Visual Computing AI for Graphics and Vision Visual Scene Understanding 3D and 4D Reconstruction Multi-modal Reconstruction and Synthesis Free-viewpoint and 3D [...] highest detail, robustness, and efficiency. To achieve this long term goal, we develop new concepts that rethink and unite established approaches from Computer Graphics and Computer Vision with concepts from [...] about computer graphics, and a new way of uniting and enriching the real world with computer graphics technology. It also lays the foundations for advanced methods to better perceive, understand and interpret

viral evolution and computational epigenetics), analysis and prediction of protein structure and function, analysis of intermolecular interactions and interaction networks, gene and protein expression [...] uncovering the molecular basis of host-pathogen interactions and neurodegenerative and autoimmune diseases, where we study underlying protein interaction networks. Thomas Lengauer has retired in 2018. The [...] Departments Research Group Computational Biology Headed by Prof. Dr. Dr. Thomas Lengauer We cover both method development and applications, the latter notably in pharmaceutics and medicine. On the methodical

Werner and Disch, Stefan and Hagemann, Willem and Scholl, Christoph and Waldmann, Uwe and Wirtz, Boris}, EDITOR = {Becker, Bernd and Damm, Werner and Finkbeiner, Bernd and Fr{\"a}nzle, Martin and Olderog [...] Optimization}, AUTHOR = {Althaus, Ernst and Beber, Bj{\"o}rn and Damm, Werner and Disch, Stefan and Hagemann, Willem and Rakow, Astrid and Scholl, Christoph and Waldmann, Uwe and Wirtz, Boris}, LANGUAGE = {eng} [...] particular models with 23 continuous variables and 2 to the 71 discrete states, 20 continuous variables and 2 to the 199 discrete states, and 9 continuous variables and 2 to the 271 discrete states. BibTeX @t

Excellence Multimodal Computing and Interaction Databases and Information Systems, MPI for Informatics, Max Planck Society Cluster of Excellence Multimodal Computing and Interaction %T Building and Maintaining [...] Large-scale Generalized Matching}, AUTHOR = {Makari, Faraz and Awerbuch, Baruch and Gemulla, Rainer and Khandekar, Rohit and Mestre, Julian and Sozio, Mauro}, LANGUAGE = {eng}, ISSN = {0946-011X}, NUMBER [...] TITLE = {Coupling Knowledge Bases and Web Services for Active Knowledge}, AUTHOR = {Preda, Nicoleta and Suchanek, Fabian and Kasneci, Gjergji and Neumann, Thomas and Weikum, Gerhard}, LANGUAGE = {eng}

TITLE = {Interacting and Annealing Particle Filters: Mathematics and a Recipe for Applications}, AUTHOR = {Gall, J{\"u}rgen and Potthoff, J{\"u}rgen and Schn{\"o}rr, Christoph and Rosenhahn, Bodo and Seidel [...] Seidel, Hans-Peter %+ Computer Graphics, MPI for Informatics, Max Planck Society Multimodal Computing and Interaction Computer Graphics, MPI for Informatics, Max Planck Society Computer Graphics, MPI for [...] Model for {3D} Hand Reconstruction and Personalization}, AUTHOR = {Qian, Neng and Wang, Jiayi and Mueller, Franziska and Bernard, Florian and Golyanik, Vladislav and Theobalt, Christian}, LANGUAGE = {eng}

between IPv4 and IPv6 prefixes to identify IPv4 and IPv6 sibling prefixes for hosts and services. Both research communities and network operators can benefit from the detection, identification, and classification [...] driven by the diverse services it offers. To interact with services, user devices needs to identify and reach the infrastructure they are hosted on. Hosting servers, and their associated interfaces, are identified [...] availability and need, organizations recently increased their reliance on buying and leasing of IPv4 addresses. Similar to most open markets, brokers facilitate the matching between selling and buying parties

Discrete Optimization Energy Efficient Algorithms From Routing to Pricing and Learning: Why Are They Hard to Compute? Computation of Equilibrium Prices Rule-based Product Confi guration Approximation Algorithms [...] industry and economy, the principle of product lines plays a great role. In this context, different products, based on a preferably high number of identical components, are grouped together and jointly [...] components and contexts: A powerful engine requires specific tire combinations based on the potential achievement of high speeds, whereas trailer hitching devices exclude weak engines. The interactions represent

theoretical computer science. Graphs can be compared to road maps. In a graph, nodes – or "vertices" – represent locations, such as cities or intersections. Lines, called " edges", connect these nodes and can [...] Dijkstra’s algorithm, the new paper takes a close look at the part that causes most of its computational cost: the interaction with a so-called "priority queue". During its execution, Dijkstra's algorithm needs [...] overhead of log(n) per operation, and thus n log(n) time in total. "Our new algorithm recursively shrinks the size of the frontier being considered by mixing Dijkstra's and another textbook algorithm, called