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Christoph H. Lampert
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iCaRL: Incremental Classifier and Representation Learning
SA Rebuffi, A Kolesnikov, G Sperl, CH Lampert
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017
38192017
Learning to detect unseen object classes by between-class attribute transfer
CH Lampert, H Nickisch, S Harmeling
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 951-958, 2009
29092009
Attribute-Based Classification for Zero-Shot Visual Object Categorization
CH Lampert, H Nickisch, S Harmeling
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 453 …, 2014
18932014
Zero-shot learning-A comprehensive evaluation of the good, the bad and the ugly
Y Xian, CH Lampert, B Schiele, Z Akata
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2018
17232018
Beyond sliding windows: Object localization by efficient subwindow search
CH Lampert, MB Blaschko, T Hofmann
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 1-8, 2008
10272008
Seed, Expand and Constrain: Three Principles for Weakly-Supervised Image Segmentation
A Kolesnikov, CH Lampert
European Conference on Computer Vision (ECCV), 2016
8652016
Efficient subwindow search: A branch and bound framework for object localization
CH Lampert, MB Blaschko, T Hofmann
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 31 …, 2009
5032009
Structured learning and prediction in computer vision
S Nowozin, CH Lampert
Foundations and Trends in Computer Graphics and Vision 6 (3-4), 2011
4772011
Learning to localize objects with structured output regression
M Blaschko, CH Lampert
European Conference on Computer Vision (ECCV), 2008
4672008
Towards Understanding Knowledge Distillation
M Phuong, CH Lampert
International Conference on Machine Learning (ICML), 5142-5151, 2019
2902019
Curriculum Learning of Multiple Tasks
A Pentina, V Sharmanska, CH Lampert
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015
2792015
Correlational spectral clustering
MB Blaschko, CH Lampert
2008 IEEE Conference on Computer Vision and Pattern Recognition, 1-8, 2008
2722008
Learning Equations for Extrapolation and Control
SS Sahoo, CH Lampert, G Martius
International Conference on Machine Learning (ICML), 2018
2592018
Unsupervised object discovery: A comparison
T Tuytelaars, CH Lampert, MB Blaschko, W Buntine
International Journal of Computer Vision 88 (2), 284-302, 2010
2522010
Learning to Rank Using Privileged Information
V Sharmanska, N Quadrianto, CH Lampert
International Conference on Computer Vision (ICCV), 2013
2272013
A PAC-Bayesian Bound for Lifelong Learning
A Pentina, CH Lampert
International Conference on Machine Learning (ICML), 2014
2172014
Movement templates for learning of hitting and batting
J Kober, K Mülling, O Kromer, CH Lampert, B Schölkopf, J Peters
Robotics and Automation (ICRA), 2010 IEEE International Conference on, 853-858, 2010
202*2010
Distillation-Based Training for Multi-Exit Architectures
M Phuong, CH Lampert
International Conference on Computer Vision (ICCV), 2019
1922019
Extrapolation and learning equations
G Martius, CH Lampert
arXiv preprint arXiv:1610.02995, 2016
1772016
Data-Dependent Stability of Stochastic Gradient Descent
I Kuzborskij, C Lampert
International Conference on Machine Learning (ICML), 2018
1582018
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