Dan Andrei Calian

According to our database, Dan Andrei Calian authored at least 14 papers between 2012 and 2022.

Collaborative distances:

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

2022

Hindering Adversarial Attacks with Implicit Neural Representations.

Andrei A. Rusu, Dan Andrei Calian, Sven Gowal, Raia Hadsell

Proceedings of the International Conference on Machine Learning, 2022

Defending Against Image Corruptions Through Adversarial Augmentations.

Dan Andrei Calian, Florian Stimberg, Olivia Wiles, Sylvestre-Alvise Rebuffi, András György, Timothy A. Mann, Sven Gowal

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Fixing Data Augmentation to Improve Adversarial Robustness.

Sylvestre-Alvise Rebuffi, Sven Gowal, Dan A. Calian, Florian Stimberg, Olivia Wiles, Timothy A. Mann

CoRR, 2021

Data Augmentation Can Improve Robustness.

Sylvestre-Alvise Rebuffi, Sven Gowal, Dan Andrei Calian, Florian Stimberg, Olivia Wiles, Timothy A. Mann

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

Improving Robustness using Generated Data.

Sven Gowal, Sylvestre-Alvise Rebuffi, Olivia Wiles, Florian Stimberg, Dan Andrei Calian, Timothy A. Mann

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

Balancing Constraints and Rewards with Meta-Gradient D4PG.

Dan A. Calian, Daniel J. Mankowitz, Tom Zahavy, Zhongwen Xu, Junhyuk Oh, Nir Levine, Timothy A. Mann

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

Robust Constrained Reinforcement Learning for Continuous Control with Model Misspecification.

Daniel J. Mankowitz, Dan A. Calian, Rae Jeong, Cosmin Paduraru, Nicolas Heess, Sumanth Dathathri, Martin A. Riedmiller, Timothy A. Mann

CoRR, 2020

The NodeHopper: Enabling Low Latency Ranking with Constraints via a Fast Dual Solver.

Anton Zhernov, Krishnamurthy (Dj) Dvijotham, Ivan Lobov, Dan A. Calian, Michelle X. Gong, Natarajan Chandrashekar, Timothy A. Mann

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

2019

Customised light probes and inverse lighting methods for relighting.

Dan Andrei Calian

PhD thesis, 2019

SCRAM: Spatially Coherent Randomized Attention Maps.

Dan Andrei Calian, Peter Roelants, Jacques Calì, Ben Carr, Krishna Dubba, John E. Reid, Dell Zhang

CoRR, 2019

2018

From Faces to Outdoor Light Probes.

Dan Andrei Calian, Jean-François Lalonde, Paulo F. U. Gotardo, Tomas Simon, Iain A. Matthews, Kenny Mitchell

Comput. Graph. Forum, 2018

2013

Integrating memetic search into the BioHEL evolutionary learning system for large-scale datasets.

Dan Andrei Calian, Jaume Bacardit

Memetic Comput., 2013

The shading probe: fast appearance acquisition for mobile AR.

Dan Andrei Calian, Kenny Mitchell, Derek Nowrouzezahrai, Jan Kautz

Proceedings of the SIGGRAPH Asia 2013, 2013

2012

3D-printing of non-assembly, articulated models.

Jacques Calì, Dan Andrei Calian, Cristina Amati, Rébecca Kleinberger, Anthony Steed, Jan Kautz, Tim Weyrich

ACM Trans. Graph., 2012