Efficient Optimization for Rank-Based Loss Functions
Mohapatra, Pritish, Rolinek, Michal, Jawahar, C.V., Kolmogorov, Vladimir, Kumar, M. Pawan
Published in 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition (01.06.2018)
Published in 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition (01.06.2018)
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Conference Proceeding
Optimizing Rank-Based Metrics With Blackbox Differentiation
Rolinek, Michal, Musil, Vit, Paulus, Anselm, Vlastelica, Marin, Michaelis, Claudio, Martius, Georg
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2020)
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2020)
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Conference Proceeding
Variational Autoencoders Pursue PCA Directions (by Accident)
Rolinek, Michal, Zietlow, Dominik, Martius, Georg
Published in 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2019)
Published in 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2019)
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Conference Proceeding
Making Higher Order MOT Scalable: An Efficient Approximate Solver for Lifted Disjoint Paths
Hornakova, Andrea, Kaiser, Timo, Swoboda, Paul, Rolinek, Michal, Rosenhahn, Bodo, Henschel, Roberto
Published in 2021 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2021)
Published in 2021 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2021)
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Conference Proceeding
The Complexity of General-Valued CSPs
Kolmogorov, Vladimir, Krokhin, Andrei, Rolinek, Michal
Published in 2015 IEEE 56th Annual Symposium on Foundations of Computer Science (01.10.2015)
Published in 2015 IEEE 56th Annual Symposium on Foundations of Computer Science (01.10.2015)
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Conference Proceeding
Making Higher Order MOT Scalable: An Efficient Approximate Solver for Lifted Disjoint Paths
Hornakova, Andrea, Kaiser, Timo, Swoboda, Paul, Rolinek, Michal, Rosenhahn, Bodo, Henschel, Roberto
Year of Publication 24.08.2021
Year of Publication 24.08.2021
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Journal Article
Sample-efficient Cross-Entropy Method for Real-time Planning
Pinneri, Cristina, Sawant, Shambhuraj, Blaes, Sebastian, Achterhold, Jan, Stueckler, Joerg, Rolinek, Michal, Martius, Georg
Year of Publication 14.08.2020
Year of Publication 14.08.2020
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Journal Article