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Julian Zilly
Julian Zilly
Machine Learning Scientist @ AWS
Verified email at amazon.com
Title
Cited by
Cited by
Year
Recurrent highway networks
JG Zilly, RK Srivastava, J Koutnık, J Schmidhuber
International conference on machine learning, 4189-4198, 2017
5202017
Glaucoma detection using entropy sampling and ensemble learning for automatic optic cup and disc segmentation
J Zilly, JM Buhmann, D Mahapatra
Computerized Medical Imaging and Graphics 55, 28-41, 2017
3872017
Boosting convolutional filters with entropy sampling for optic cup and disc image segmentation from fundus images
JG Zilly, JM Buhmann, D Mahapatra
Machine Learning in Medical Imaging: 6th International Workshop, MLMI 2015 …, 2015
972015
Today me, tomorrow thee: Efficient resource allocation in competitive settings using karma games
A Censi, S Bolognani, JG Zilly, SS Mousavi, E Frazzoli
2019 IEEE Intelligent Transportation Systems Conference (ITSC), 686-693, 2019
222019
Learning to operate a fleet of cars
C Fluri, C Ruch, J Zilly, J Hakenberg, E Frazzoli
2019 IEEE Intelligent Transportation Systems Conference (ITSC), 2292-2298, 2019
202019
The ai driving olympics at neurips 2018
J Zilly, J Tani, B Considine, B Mehta, AF Daniele, M Diaz, G Bernasconi, ...
The NeurIPS'18 Competition: From Machine Learning to Intelligent …, 2020
192020
Cross-modal learning filters for RGB-neuromorphic wormhole learning
A Zanardi, A Aumiller, J Zilly, A Censi, E Frazzoli
Robotics: Science and System XV, P45, 2019
172019
On plasticity, invariance, and mutually frozen weights in sequential task learning
J Zilly, A Achille, A Censi, E Frazzoli
Advances in Neural Information Processing Systems 34, 12386-12399, 2021
82021
Wormhole learning
A Zanardi, J Zilly, A Aumiller, A Censi, E Frazzoli
2019 International Conference on Robotics and Automation (ICRA), 7899-7905, 2019
82019
The Frechet Distance of training and test distribution predicts the generalization gap
J Zilly, H Zilly, O Richter, R Wattenhofer, A Censi, E Frazzoli
32019
Quantifying the effect of representations on task complexity
J Zilly, L Hetzel, A Censi, E Frazzoli
arXiv preprint arXiv:1912.09399, 2019
22019
The Negative Pretraining Effect in Sequential Deep Learning and Three Ways to Fix It
JG Zilly, F Eckert, B Mehta, A Censi, E Frazzoli
12020
Plasticity, Invariance, and Priors in Deep Neural Networks
JG Zilly
ETH Zurich, 2022
2022
Information lies in the eye of the beholder: The effect of representations on observed mutual information
J Zilly, L Hetzel, A Censi, E Frazzoli
2019
Inspiring Computer Vision System Solutions
J Zilly, A Boyarski, M Carvalho, AA Abarghouei, K Amplianitis, A Krasnov, ...
arXiv preprint arXiv:1707.07210, 2017
2017
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