User profiles for D. Zoran

Daniel Zoran

Google DeepMind
Verified email at google.com
Cited by 5346

Obesity in dogs and cats: a metabolic and endocrine disorder

DL Zoran - Veterinary Clinics: Small Animal Practice, 2010 - vetsmall.theclinics.com
Obesity is defined as an accumulation of excessive amounts of adipose tissue in the body,
and has been called the most common nutritional disease of dogs in Western countries. 1–5 …

The carnivore connection to nutrition in cats

DL Zoran - Journal of the American Veterinary Medical …, 2002 - Am Vet Med Assoc
… vitamin D via dermal photosynthesis because they lack 7-dehydrocholesterol, which is required
for synthesis.Vitamin D is … The primary function of vitamin D is calcium and phosphorus …

From learning models of natural image patches to whole image restoration

D Zoran, Y Weiss - 2011 international conference on computer …, 2011 - ieeexplore.ieee.org
Learning good image priors is of utmost importance for the study of vision, computer vision
and image processing applications. Learning priors and optimizing over whole images can …

Perceiver io: A general architecture for structured inputs & outputs

…, C Ionescu, D Ding, S Koppula, D Zoran… - arXiv preprint arXiv …, 2021 - arxiv.org
… Our goal is to produce a final output array of size O × E, given a latent representation of
size N × D. We produce an output of this size by querying the decoder with an array of index …

Multi-object representation learning with iterative variational inference

…, N Watters, C Burgess, D Zoran… - International …, 2019 - proceedings.mlr.press
… of dimension D. The deterministic pixel-wise means and masks are denoted µ and m
respectively. (d) The neural architecture of the IODINE’s multiobject spatial mixture decoder. …

[PDF][PDF] Visual interaction networks: Learning a physics simulator from video

N Watters, D Zoran, T Weber… - Advances in neural …, 2017 - proceedings.neurips.cc
From just a glance, humans can make rich predictions about the future of a wide range of
physical systems. On the other hand, modern approaches from engineering, robotics, and …

Scale invariance and noise in natural images

D Zoran, Y Weiss - 2009 IEEE 12th International Conference on …, 2009 - ieeexplore.ieee.org
Natural images are known to have scale invariant statistics. While some eariler studies have
reported the kurtosis of marginal bandpass filter response distributions to be constant …

Nerf-vae: A geometry aware 3d scene generative model

AR Kosiorek, H Strathmann, D Zoran… - International …, 2021 - proceedings.mlr.press
We propose NeRF-VAE, a 3D scene generative model that incorporates geometric structure
via Neural Radiance Fields (NeRF) and differentiable volume rendering. In contrast to NeRF…

Crisp boundary detection using pointwise mutual information

P Isola, D Zoran, D Krishnan, EH Adelson - Computer Vision–ECCV 2014 …, 2014 - Springer
… Further, comparing Figure 4(c) and (d), we find that it is important that the statistics for PMIρ
be adapted to the test image itself. Figure 4(c) shows the result when the distribution P(A, B) …

Lavan: Localized and visible adversarial noise

D Karmon, D Zoran, Y Goldberg - … conference on machine …, 2018 - proceedings.mlr.press
Most works on adversarial examples for deep-learning based image classifiers use noise
that, while small, covers the entire image. We explore the case where the noise is allowed to …