DATE = {2024}, BOOKTITLE = {Computer Vision -- ECCV 2024}, EDITOR = {Leonardis, Ale{\v s} and Ricci, Elisa and Roth, Stefan and Russakovsky, Olga and Sattler, Torsten and Varol, G{\"u}l}, PAGES = {1--18} [...] Kuehne, Hilde %+ Computer Vision and Machine Learning, MPI for Informatics, Max Planck Society Computer Vision and Machine Learning, MPI for Informatics, Max Planck Society Computer Vision and Machine Learning [...] TITLE = {Diverse and Relevant Visual Storytelling with Scene Graph Embeddings}, AUTHOR = {Hong, Xudong and Shetty, Rakshith and Sayeed, Asad and Mehra, Khushboo and Demberg, Vera and Schiele, Bernt}, LANGUAGE
classes, concepts and quantities in ad-hoc tables and their surrounding contexts. more Espresso Computation of semantically meaningful substructures from knowledge graphs. more Fiction and Fantasy The long [...] Theobald and Gerhard Weikum "Scalable Knowledge Harvesting with High Precision and High Recall" ( pdf ) 4th ACM International Conference on Web Search and Data Mining(WSDM 2011) Martin Theobald and Gerhard [...] entities and facts about their relationships, from Wikipedia and WordNet with careful integration of these two sources. The resulting knowledge base, coined YAGO, has very high precision and is freely
{COVID}-19 and Beyond}, AUTHOR = {Xia, Yiting and Zhang, Ying and Zhong, Zhizhen and Yan, Guanqing and Lim, Chiunlin and Ahuja, Satyajeet Singh and Bali, Soshant and Nikolaidis, Alexander and Ghobadi, Kimia [...] ent and Uncertainty-resilient Backbone Network Planning with Hose}, AUTHOR = {Ahuja, Satyajeet Singh and Gupta, Varun and Dangui, Vinayak and Bali, Soshant and Gopalan, Abishek and Zhong, Hao and Lapukhov [...] System for Reliable Network Management}, AUTHOR = {Xing, Jiarong and Hsu, Kuo-Feng and Xia, Yiting and Cai, Yan and Li, Yanping and Zhang, Ying and Chen, Ang}, LANGUAGE = {eng}, ISBN = {979-8-4007-0437-6}, DOI
{Wang, Yidong and Chen, Hao and Fan, Yue and Sun, Wang and Tao, Ran and Hou, Wenxin and Wang, Renjie and Yang, Linyi and Zhou, Zhi and Guo, Lan-Zhe and Qi, Heli and Wu, Zhen and Li, Yu-Feng and Nakamura, Satoshi [...] {Wang, Yidong and Chen, Hao and Heng, Qiang and Hou, Wenxin and Fan, Yue and Wu, Zhen and Wang, Jindong and Savvides, Marios and Shinozaki, Takahiro and Raj, Bhiksha and Schiele, Bernt and Xie, Xing}, LANGUAGE [...] Semi-supervised Learning}, AUTHOR = {Chen, Hao and Tao, Ran and Fan, Yue and Wang, Yidong and Wang, Jindong and Schiele, Bernt and Xie, Xing and Raj, Bhiksha and Savvides, Marios}, LANGUAGE = {eng}, URL =
Research Departments Computer Vision and Machine Learning People Alumni and Former Members Yusuke Sugano Yusuke Sugano (Post-Doc) Personal Information Personal website Research Interests Computer Vision Human-Computer [...] Human-ComputerInteraction Machine Learning Eye Tracking Publications See list of publications Zeynep Akata Stephan Alaniz Thiemo Alldieck Bjoern Andres Mykhaylo Andriluka Stavros Antifakos Rodrigo Benenson
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
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:
Schiele IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017 Learning What and Where to Draw Scott Reed, Zeynep Akata, Santosh Mohan, Samuel Tenka, Bernt Schiele and Honglak Lee Neural Information [...] Perronnin, Z. Akata, Z. Harchaoui and C. Schmid, IEEE CVPR 2012 Non-negative Matrix Factorization in Multimodality Data for Segmentation and Label Prediction , Z. Akata, C. Thurau and C. Bauckhage, CVWW 2011 Zeynep [...] Research Departments Computer Vision and Machine Learning People Alumni and Former Members Zeynep Akata Zeynep Akata (Senior Researcher) Personal Information Zeynep Akata holds a double affiliation as
especially image perception under domain shift, and 3D computer vision. Education/ Research Experience Jun. 2022 - Present: PhD student in Computer Vision and Machine Learning, Max Planck Institute for I [...] intern in Computer Vision and Machine Learning, Max Planck Institute for Informatics, Germany (Advisors: Prof. Dr. Bernt Schiele and Dr. Dengxin Dai) Dec. 2020 - Nov. 2021: Research intern in Computer Vision [...] respecting interactions of a subject with complex and possibly deformable environments is a very challenging, ill-posed and under-explored problem. Existing methods address it only weakly and do not model
learning and machine knowledge even better." Gerhard Weikum studied computer science at the TU Darmstadt and received his doctorate there in 1986. After a postdoctoral position in Austin, Texas, and an assistant [...] people in computer science is impressive. The excellent and team spirit driven environment at the Saarbrücken computer science campus has also contributed a lot. For example, important ideas and results [...] cluster of excellence on multimodalcomputing, which included many colleagues from the university and the affiliated institutes." With this latest award, Saarbrücken Computer Science can now boast 18 awards
