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Far Away in the Deep Space: Nearest-Neighbor-Based Dense Out-of-Distribution Detection


Nov 12, 2022
Silvio Galesso, Max Argus, Thomas Brox


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Towards Discovering Neural Architectures from Scratch


Nov 03, 2022
Simon Schrodi, Danny Stoll, Binxin Ru, Rhea Sukthanker, Thomas Brox, Frank Hutter


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Bridging the Gap to Real-World Object-Centric Learning


Sep 29, 2022
Maximilian Seitzer, Max Horn, Andrii Zadaianchuk, Dominik Zietlow, Tianjun Xiao, Carl-Johann Simon-Gabriel, Tong He, Zheng Zhang, Bernhard Schölkopf, Thomas Brox, Francesco Locatello


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SF2SE3: Clustering Scene Flow into SE(3)-Motions via Proposal and Selection


Sep 26, 2022
Leonhard Sommer, Philipp Schröppel, Thomas Brox

* German Conference on Pattern Recognition 2022, Konstanz, Germany 

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A Benchmark and a Baseline for Robust Multi-view Depth Estimation


Sep 13, 2022
Philipp Schröppel, Jan Bechtold, Artemij Amiranashvili, Thomas Brox

* Accepted at 3DV 2022 

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Probing Contextual Diversity for Dense Out-of-Distribution Detection


Aug 30, 2022
Silvio Galesso, Maria Alejandra Bravo, Mehdi Naouar, Thomas Brox

* Safe Artificial Intelligence for Automated Driving Workshop, ECCV 2022 

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RobotIO: A Python Library for Robot Manipulation Experiments


Aug 16, 2022
Lukas Hermann, Max Argus, Adrian Roefer, Abhinav Valada, Thomas Brox

* 6 pages, 3 figures 

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Assaying Out-Of-Distribution Generalization in Transfer Learning


Jul 19, 2022
Florian Wenzel, Andrea Dittadi, Peter Vincent Gehler, Carl-Johann Simon-Gabriel, Max Horn, Dominik Zietlow, David Kernert, Chris Russell, Thomas Brox, Bernt Schiele, Bernhard Schölkopf, Francesco Locatello


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