en
Please note that LibreCat no longer supports Internet Explorer versions 8 or 9 (or earlier).
We recommend upgrading to the latest Internet Explorer, Google Chrome, or Firefox.
106 Publications
2018 | Journal Article | IST-REx-ID: 321
Guest editors' introduction to the special section on learning with Shared information for computer vision and multimedia analysis
T. Darrell, C. Lampert, N. Sebe, Y. Wu, Y. Yan, IEEE Transactions on Pattern Analysis and Machine Intelligence 40 (2018).
View
| DOI
T. Darrell, C. Lampert, N. Sebe, Y. Wu, Y. Yan, IEEE Transactions on Pattern Analysis and Machine Intelligence 40 (2018).
2018 | Journal Article | IST-REx-ID: 563 
Estimating barriers to gene flow from distorted isolation-by-distance patterns
H. Ringbauer, A. Kolesnikov, D. Field, N.H. Barton, Genetics 208 (2018).
View
| DOI
| Download (ext.)
H. Ringbauer, A. Kolesnikov, D. Field, N.H. Barton, Genetics 208 (2018).
2018 | Thesis | IST-REx-ID: 68
Learning from dependent data
A. Zimin, Learning from Dependent Data, IST Austria, 2018.
View
| Files available
| DOI
A. Zimin, Learning from Dependent Data, IST Austria, 2018.
2018 | Research Data | IST-REx-ID: 5584
Nonlinear decoding of a complex movie from the mammalian retina
S. Deny, O. Marre, V. Botella-Soler, G.S. Martius, G. Tkacik, Nonlinear Decoding of a Complex Movie from the Mammalian Retina, 2018.
View
| Files available
| DOI
S. Deny, O. Marre, V. Botella-Soler, G.S. Martius, G. Tkacik, Nonlinear Decoding of a Complex Movie from the Mammalian Retina, 2018.
2018 | Thesis | IST-REx-ID: 197
Weakly-Supervised Segmentation and Unsupervised Modeling of Natural Images
A. Kolesnikov, Weakly-Supervised Segmentation and Unsupervised Modeling of Natural Images, IST Austria, 2018.
View
| Files available
| DOI
A. Kolesnikov, Weakly-Supervised Segmentation and Unsupervised Modeling of Natural Images, IST Austria, 2018.
2017 | Conference Paper | IST-REx-ID: 911
Probabilistic image colorization
A. Royer, A. Kolesnikov, C. Lampert, in:, BMVA Press, n.d.
View
| Download (ext.)
A. Royer, A. Kolesnikov, C. Lampert, in:, BMVA Press, n.d.
2017 | Conference Paper | IST-REx-ID: 1000
PixelCNN models with auxiliary variables for natural image modeling
A. Kolesnikov, C. Lampert, in:, Omnipress, 2017.
View
| Download (ext.)
A. Kolesnikov, C. Lampert, in:, Omnipress, 2017.
2017 | Conference Paper | IST-REx-ID: 998
iCaRL: Incremental classifier and representation learning
S.A. Rebuffi, A. Kolesnikov, G. Sperl, C. Lampert, in:, IEEE, 2017.
View
| DOI
| Download (ext.)
S.A. Rebuffi, A. Kolesnikov, G. Sperl, C. Lampert, in:, IEEE, 2017.
2017 | Conference Paper | IST-REx-ID: 999
Multi-task learning with labeled and unlabeled tasks
A. Pentina, C. Lampert, in:, Omnipress, 2017.
View
| Download (ext.)
A. Pentina, C. Lampert, in:, Omnipress, 2017.
2017 | Conference Paper | IST-REx-ID: 1108
Learning theory for conditional risk minimization
A. Zimin, C. Lampert, in:, JMLR, Inc. and Microtome Publishing, 2017.
View
| Download (ext.)
A. Zimin, C. Lampert, in:, JMLR, Inc. and Microtome Publishing, 2017.
2017 | Conference Paper | IST-REx-ID: 750
Optimal geospatial volunteer allocation needs realistic distances
J. Pielorz, M. Prandtstetter, M. Straub, C. Lampert, in:, 2017 IEEE International Conference on Big Data, IEEE, 2017.
View
| DOI
J. Pielorz, M. Prandtstetter, M. Straub, C. Lampert, in:, 2017 IEEE International Conference on Big Data, IEEE, 2017.
2016 | Conference Paper | IST-REx-ID: 1369
Seed, expand and constrain: Three principles for weakly-supervised image segmentation
A. Kolesnikov, C. Lampert, in:, Springer, 2016.
View
| DOI
| Download (ext.)
A. Kolesnikov, C. Lampert, in:, Springer, 2016.
2016 | Conference Paper | IST-REx-ID: 1098
Lifelong learning with weighted majority votes
A. Pentina, R. Urner, in:, Neural Information Processing Systems, 2016.
View
| Files available
| Download (ext.)
A. Pentina, R. Urner, in:, Neural Information Processing Systems, 2016.
2016 | Conference Paper | IST-REx-ID: 1214
Compliant control for soft robots: Emergent behavior of a tendon driven anthropomorphic arm
G.S. Martius, R. Hostettler, A. Knoll, R. Der, in:, IEEE, 2016, pp. 767–773.
View
| DOI
G.S. Martius, R. Hostettler, A. Knoll, R. Der, in:, IEEE, 2016, pp. 767–773.
2016 | Conference Paper | IST-REx-ID: 1707
Optimal geospatial allocation of volunteers for crisis management
J. Pielorz, C. Lampert, in:, IEEE, 2016.
View
| DOI
J. Pielorz, C. Lampert, in:, IEEE, 2016.
2016 | Thesis | IST-REx-ID: 1126
Theoretical foundations of multi-task lifelong learning
A. Pentina, Theoretical Foundations of Multi-Task Lifelong Learning, IST Austria, 2016.
View
| Files available
| DOI
A. Pentina, Theoretical Foundations of Multi-Task Lifelong Learning, IST Austria, 2016.
2016 | Conference Paper | IST-REx-ID: 1102
Improving weakly-supervised object localization by micro-annotation
A. Kolesnikov, C. Lampert, in:, BMVA Press, 2016.
View
| Download (ext.)
A. Kolesnikov, C. Lampert, in:, BMVA Press, 2016.
2015 | Journal Article | IST-REx-ID: 2087
Domain adaptation of weighted majority votes via perturbed variation-based self-labeling
E. Morvant, Pattern Recognition Letters 51 (2015) 37–43.
View
| DOI
| Download (ext.)
E. Morvant, Pattern Recognition Letters 51 (2015) 37–43.
2015 | Conference Paper | IST-REx-ID: 1857
Curriculum learning of multiple tasks
A. Pentina, V. Sharmanska, C. Lampert, in:, IEEE, 2015.
View
| DOI
| Download (ext.)
A. Pentina, V. Sharmanska, C. Lampert, in:, IEEE, 2015.
2015 | Conference Paper | IST-REx-ID: 1706
Multi-task and lifelong learning of kernels
A. Pentina, S. Ben David, in:, Springer, 2015.
View
| DOI
| Download (ext.)
A. Pentina, S. Ben David, in:, Springer, 2015.