Ivan Ustyuzhaninov | DeepAI

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Featured Co-authors

Bernhard Schölkopf
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Matthias Bethge
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Wieland Brendel
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Julius von Kügelgen
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Carl Henrik Ek
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Yash Sharma
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Neill D. F. Campbell
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Peter Gehler
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Alexander S. Ecker
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Jonas Rauber
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Ieva Kazlauskaite
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∙ 07/21/2020

Towards Nonlinear Disentanglement in Natural Data with Temporal Sparse Coding

We construct an unsupervised learning model that achieves nonlinear dise...

5 David Klindt, et al. ∙

∙ 04/27/2020

Towards causal generative scene models via competition of experts

Learning how to model complex scenes in a modular way with recombinable ...

4 Julius von Kügelgen, et al. ∙

∙ 09/17/2019

Compositional uncertainty in deep Gaussian processes

Gaussian processes (GPs) are nonparametric priors over functions, and fi...

13 Ivan Ustyuzhaninov, et al. ∙

∙ 07/01/2019

Accurate, reliable and fast robustness evaluation

Throughout the past five years, the susceptibility of neural networks to...

3 Wieland Brendel, et al. ∙

∙ 05/30/2019

Monotonic Gaussian Process Flow

We propose a new framework of imposing monotonicity constraints in a Bay...

0 Ivan Ustyuzhaninov, et al. ∙

∙ 11/28/2018

One-Shot Instance Segmentation

We tackle one-shot visual search by example for arbitrary object categor...

16 Claudio Michaelis, et al. ∙

∙ 11/26/2018

Sequence Alignment with Dirichlet Process Mixtures

We present a probabilistic model for unsupervised alignment of high-dime...

0 Ieva Kazlauskaite, et al. ∙

∙ 07/07/2018

One-shot Texture Segmentation

We introduce one-shot texture segmentation: the task of segmenting an in...

0 Ivan Ustyuzhaninov, et al. ∙

∙ 05/31/2016

Texture Synthesis Using Shallow Convolutional Networks with Random Filters

Here we demonstrate that the feature space of random shallow convolution...

0 Ivan Ustyuzhaninov, et al. ∙

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