Josip Djolonga
Josip Djolonga
Google
Verified email at djolonga.com - Homepage
Title
Cited by
Cited by
Year
High-dimensional gaussian process bandits
J Djolonga, A Krause, V Cevher
Advances in neural information processing systems, 1025-1033, 2013
1472013
On mutual information maximization for representation learning
M Tschannen, J Djolonga, PK Rubenstein, S Gelly, M Lucic
arXiv preprint arXiv:1907.13625, 2019
892019
From map to marginals: Variational inference in bayesian submodular models
J Djolonga, A Krause
Advances in Neural Information Processing Systems 27, 244-252, 2014
742014
Scalable Variational Inference in Log-supermodular Models.
J Djolonga, A Krause
ICML, 1804-1813, 2015
332015
Differentiable learning of submodular models
J Djolonga, A Krause
Advances in Neural Information Processing Systems, 1013-1023, 2017
302017
Learning Probabilistic Submodular Diversity Models Via Noise Contrastive Estimation.
S Tschiatschek, J Djolonga, A Krause
AISTATS, 770-779, 2016
282016
Higher-order inference for multi-class log-supermodular models
J Zhang, J Djolonga, A Krause
Proceedings of the IEEE International Conference on Computer Vision, 1859-1867, 2015
272015
The visual task adaptation benchmark
X Zhai, J Puigcerver, A Kolesnikov, P Ruyssen, C Riquelme, M Lucic, ...
arXiv preprint arXiv:1910.04867, 2019
232019
Variational Inference in Mixed Probabilistic Submodular Models.
J Djolonga, S Tschiatschek, A Krause
NIPS, 1759-1767, 2016
212016
Self-Supervised Learning of Video-Induced Visual Invariances
M Tschannen, J Djolonga, M Ritter, A Mahendran, N Houlsby, S Gelly, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
152020
Practical and consistent estimation of f-divergences
P Rubenstein, O Bousquet, J Djolonga, C Riquelme, IO Tolstikhin
Advances in Neural Information Processing Systems, 4070-4080, 2019
122019
A large-scale study of representation learning with the visual task adaptation benchmark
X Zhai, J Puigcerver, A Kolesnikov, P Ruyssen, C Riquelme, M Lucic, ...
arXiv preprint arXiv:1910.04867, 2019
112019
Fast Differentiable Sorting and Ranking
M Blondel, O Teboul, Q Berthet, J Djolonga
arXiv preprint arXiv:2002.08871, 2020
92020
You Only Train Once: Loss-Conditional Training of Deep Networks
A Dosovitskiy, J Djolonga
International Conference on Learning Representations, 2019
72019
On robustness and transferability of convolutional neural networks
J Djolonga, J Yung, M Tschannen, R Romijnders, L Beyer, A Kolesnikov, ...
arXiv preprint arXiv:2007.08558, 2020
52020
Differentiable learning of submodular functions
J Djolonga, A Krause
NIPS, 2017
32017
Cooperative graphical models
J Djolonga, S Jegelka, S Tschiatschek, A Krause
Advances in Neural Information Processing Systems 29, 262-270, 2016
32016
Provable variational inference for constrained log-submodular models
J Djolonga, S Jegelka, A Krause
Advances in Neural Information Processing Systems, 2697-2707, 2018
22018
Learning implicit generative models using differentiable graph tests
J Djolonga, A Krause
arXiv preprint arXiv:1709.01006, 2017
22017
Evaluating Generative Models Using Divergence Frontiers
J Djolonga, M Lucic, M Cuturi, O Bachem, O Bousquet, S Gelly
arXiv preprint arXiv:1905.10768, 2019
12019
The system can't perform the operation now. Try again later.
Articles 1–20