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dynamically retrieved entity names and relational phrases. It augments this graph with types and semantic alignments, and computes the best answers by an algorithm for Group Steiner Trees. We evaluate [...] projects and their associated publications listed below. Project explorer: https://qa.mpi-inf.mpg.de/projects/ Book: Rishiraj Saha Roy and Avishek Anand, Question Answering for the Curated Web: Tasks and Methods [...] covering KB, text and web tables in a unified manner. The method has three stages: (i) understanding the question and its temporal conditions, (ii) retrieving evidence from all sources, and (iii) faithfully

runtime enhancements. AMIE and AMIE+ can sort and threshold on support, head coverage, standard confidence and PCA confidence. By default, AMIE+ uses a head coverage threshold of 0.01 and a minimum PCA confidence [...] in DBpedia 3.8 (in English). In both cases we used the person data and infoboxes datasets and removed facts with literal objects and rdf:type statements. We also removed relations with less than 100 facts [...] took all rules mined by AMIE with head coverage threshold 0.01 and ranked them by standard and PCA confidence. Then we took every rule and generated new facts by taking all bindings of the head variables

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}

{Seufert, Michael and Dietz, Katharina and Wehner, Nikolas and Gei{\ss}ler, Stefan and Sch{\"u}ler, Joshua and Wolz, Manuel and Hotho, Andreas and Casas, Pedro and Ho{\ss}feld, Tobias and Feldmann, Anja} [...] {Feldmann, Anja and Gasser, Oliver and Lichtblau, Franziska and Pujol, Enric and Poese, Ingmar and Dietzel, Christoph and Wagner, Daniel and Wichtlhuber, Matthias and Tapiador, Juan and Vallina-Rodriguez [...] {Feldmann, Anja and Gasser, Oliver and Lichtblau, Franziska and Pujol, Enric and Poese, Ingmar and Dietzel, Christoph and Wagner, Daniel and Wichtlhuber, Matthias and Tapiador, Juan and Vallina-Rodriguez

Learning - The Good, the Bad and the Ugly}, booktitle = {IEEE Computer Vision and Pattern Recognition (CVPR)}, year = {2017}, author = {Yongqin Xian and Bernt Schiele and Zeynep Akata} } @article{XLSA18 [...] Departments Computer Vision and Machine Learning Research Zero-Shot Learning Zero-Shot Learning - The Good, the Bad and the Ugly Zero-Shot Learning - A Comprehensive Evaluation of the Good, the Bad and the Ugly [...] Learning - A Comprehensive Evaluation of the Good, the Bad and the Ugly}, author={Xian, Yongqin and Lampert, H. Christoph and Schiele, Bernt and Akata, Zeynep}, journal={TPAMI}, year={2018}, } f-VAEGAN-D2:

Research Departments Computer Vision and Machine Learning Research Vision and Language Vision and Language Xplore-M-Ego: Contextual Media Retrieval Using Natural Language Queries The widespread integration [...] of cameras in hand-held and head-worn devices as well as the ability to share content online enables a large and diverse visual capture of the world. We envision these images and associated meta information [...] to recognize scenes, human activities, and participating objects and achieve encouraging results in video description on this new challenging dataset. Grounded and Co-Referenced Characters In this work

Research Departments Computer Vision and Machine Learning Research People Detection, Pose Estimation and Tracking Pictorial Structures Revisited: People Dectection and Articulated Pose Estimation Pictorial [...] Detection and Articulated Pose Estimation M. Andriluka, S. Roth, B. Schiele. Pictorial Structures Revisited: People Detection and Articulated Pose Estimation. IEEE Conference on Computer Vision and Pattern [...] Non-rigid object detection and articulated pose estimation are two related and challenging problems in computer vision. Numerous models have been proposed over the years and often address different special

Spatio-Temporal Data-Driven Pooling }, author={Yang He and Wei-Chen Chiu and Margret Keuper and Mario Fritz}, booktitle={ IEEE Conference on Computer Vision and Pattern Recognition (CVPR)}, year={2017}} VSB100: [...] sequence as input and computes the semantic segmentation of a target frame with the help of unlabeled frames. We use superpixels and optical flow to establish region correspondences, and fuse the posterior [...] platforms or handheld and bodyworn RGBD cameras, nearby video frames provide diverse viewpoints and additional context of objects and scenes. To leverage such information, we first compute region correspondences

r benchmark metrics and the established image segmentation metrics of SC, PRI and VI computed on video volumes. Learning Must-Link Constraints for Video Segmentation Clustering and segmentation methods [...] in terms of the normalized cut and of its spectral clustering relaxation. The proposed method reduces runtime and memory consumption and yields on par results in image and video segmentation. Further, it [...] segmentation and that is large enough to avoid overfitting. Consequently, there is little analysis of video segmentation which generalizes across subtasks, and it is not yet clear which and how video s

Research Departments Computer Vision and Machine Learning People People Director Prof. Dr. Bernt Schiele Max-Planck-Institut für Informatik Saarland Informatics Campus Campus E1 4 – Room 601 66123 Saarbrücken [...] Saarbrücken more Contact kwacker@mpi-inf.mpg.de +49 681 9325 2000 +49 681 9325 2099 Departments D2 Computer Vision and Machine Learning Alshami, Eyad Anani, Alaa Böttcher, Wolfgang Das, Anurag Gairola, Siddhartha [...] Alexander Chibane, Julian Lazova, Verica Tiwari, Garvita Xie, Xianghui Zhang, Xiaohan Zhou, Keyang Alumni and Former Members Abbas, Ahmed Akata, Zeynep Alaniz, Stephan Alldieck, Thiemo Andres, Björn Andriluka