Computer and Information Science %N 1525 %U https://rdcu.be/cKVrN DOI PuRe BibTeX publisher version 3 Thesis D2 IMPR-CS A. Bhattacharyya “Long-term future prediction under uncertainty and multi-modality,” [...] {Universit{\"a}t des Saarlandes}, ADDRESS = {Saarbr{\"u}cken}, YEAR = {2021}, DATE = {2021}, } Endnote %0 Thesis %A Bhattacharyya, Apratim %Y Schiele, Bernt %A referee: Fritz, Mario %A referee: Geiger, Andreas [...] 2016-12-09 %C Barcelona, Spain %B NIPS Workshop on Intuitive Physics PuRe BibTeX publisher version 18 Thesis D5 A. Bhattacharyya “Squish: Efficiently Summarising Sequences with Rich and Interleaving Patterns
ns %I OpenReview.net %U https://openreview.net/pdf?id=SyevYxHtDB PuRe BibTeX pre-print version 4 Thesis D2 IMPR-CS T. Orekondy “Understanding and Controlling Leakage in Machine Learning,” Universität des [...] {Universit{\"a}t des Saarlandes}, ADDRESS = {Saarbr{\"u}cken}, YEAR = {2020}, DATE = {2020}, } Endnote %0 Thesis %A Orekondy, Tribhuvanesh %Y Schiele, Bernt %A referee: Fritz, Mario %A referee: Frahm, Jan-Michael
Information Retrieval Winter Semester 2018/19 Advanced Topics in Knowledge Bases Summer Semester 2018 Thesis Seminar Winter Semester 2017/18 Information Retrieval and Data Mining Tensors in Data Analysis Knowledge
Information Retrieval Winter Semester 2018/19 Advanced Topics in Knowledge Bases Summer Semester 2018 Thesis Seminar Winter Semester 2017/18 Information Retrieval and Data Mining Tensors in Data Analysis Knowledge
Information Retrieval Winter Semester 2018/19 Advanced Topics in Knowledge Bases Summer Semester 2018 Thesis Seminar Winter Semester 2017/18 Information Retrieval and Data Mining Tensors in Data Analysis Knowledge
Information Retrieval Winter Semester 2018/19 Advanced Topics in Knowledge Bases Summer Semester 2018 Thesis Seminar Winter Semester 2017/18 Information Retrieval and Data Mining Tensors in Data Analysis Knowledge
Rescue Robot Team "Hector Darmstadt" (2008 - 2010) Intelligent Systems Group at TU Darmstadt , Diploma thesis under supervision of Prof. Dr. Thomas Hofmann (2006) Advancis Software&Services , software development
Pattern Recognition %P 1665 - 1674 %I IEEE Computer Society %@ 978-1-5386-0458-8 PDF DOI PuRe BibTeX 4 Thesis D2 IMPR-CS J. Hosang “Analysis and Improvement of the Visual Object Detection Pipeline,” Universität [...] identifying how to properly use deep learning technology to effectively localise objects. In this thesis, we analyse and improve different aspects of the commonly used detection pipeline. We analyse ten [...] way to true end-to-end learning of object detectors without any post-processing. In summary, this thesis provides analyses of recent pedestrian detectors and detection proposals, improves pedestrian detection
Intell. %V 40 %N 7 %& 1533 %P 1533 - 1554 %I IEEE %C Piscataway, NJ %@ false DOI PuRe BibTeX 2017 2 Thesis D2 IMPR-CS M. Lapin “Image Classification with Limited Training Data and Class Ambiguity,” Universität [...] information and structural constraints can help improve the performance of a learning algorithm. In this thesis, we study the framework of learning using privileged information and demonstrate its relation to [...] images are naturally multilabel yet the existing annotation might only contain a single label. In this thesis, we propose and analyze a number of loss functions that allow for a certain tolerance in top k p
