Julian G. Zilly

According to our database, Julian G. Zilly authored at least 12 papers between 2015 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Plasticity, Invariance, and Priors in Deep Neural Networks.

Julian G. Zilly

PhD thesis, 2022

2021

On Plasticity, Invariance, and Mutually Frozen Weights in Sequential Task Learning.

Julian G. Zilly, Alessandro Achille, Andrea Censi, Emilio Frazzoli

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2019

Quantifying the effect of representations on task complexity.

Julian G. Zilly, Lorenz Hetzel, Andrea Censi, Emilio Frazzoli

CoRR, 2019

The AI Driving Olympics at NeurIPS 2018.

Julian G. Zilly, Jacopo Tani, Breandan Considine, Bhairav Mehta, Andrea F. Daniele, Manfred Diaz, Gianmarco Bernasconi, Claudio Ruch, Jan Hakenberg, Florian Golemo, A. Kirsten Bowser, Matthew R. Walter, Ruslan Hristov, Sunil Mallya, Emilio Frazzoli, Andrea Censi, Liam Paull

CoRR, 2019

Cross-Modal Learning Filters for RGB-Neuromorphic Wormhole Learning.

Alessandro Zanardi, Andreas Aumiller, Julian G. Zilly, Andrea Censi, Emilio Frazzoli

Proceedings of the Robotics: Science and Systems XV, 2019

Learning to Operate a Fleet of Cars.

Christian Fluri, Claudio Ruch, Julian G. Zilly, Jan Hakenberg, Emilio Frazzoli

Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

Today Me, Tomorrow Thee: Efficient Resource Allocation in Competitive Settings using Karma Games.

Andrea Censi, Saverio Bolognani, Julian G. Zilly, Shima Sadat Mousavi, Emilio Frazzoli

Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

Wormhole Learning.

Alessandro Zanardi, Julian G. Zilly, Andreas Aumiller, Andrea Censi, Emilio Frazzoli

Proceedings of the International Conference on Robotics and Automation, 2019

2017

Inspiring Computer Vision System Solutions.

Julian G. Zilly, Amit Boyarski, Micael Carvalho, Amir Atapour Abarghouei, Konstantinos Amplianitis, Aleksandr Krasnov, Massimiliano Mancini, Hernán Gonzalez, Riccardo Spezialetti, Carlos Sampedro Pérez, Hao Li

CoRR, 2017

Glaucoma detection using entropy sampling and ensemble learning for automatic optic cup and disc segmentation.

Julian G. Zilly, Joachim M. Buhmann, Dwarikanath Mahapatra

Comput. Medical Imaging Graph., 2017

Recurrent Highway Networks.

Julian Georg Zilly, Rupesh Kumar Srivastava, Jan Koutník, Jürgen Schmidhuber

Proceedings of the 34th International Conference on Machine Learning, 2017

2015

Boosting Convolutional Filters with Entropy Sampling for Optic Cup and Disc Image Segmentation from Fundus Images.

Julian G. Zilly, Joachim M. Buhmann, Dwarikanath Mahapatra

Proceedings of the Machine Learning in Medical Imaging - 6th International Workshop, 2015