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Dan Andrei Calian
Dan Andrei Calian
Google DeepMind
Bestätigte E-Mail-Adresse bei google.com
Titel
Zitiert von
Zitiert von
Jahr
Data augmentation can improve robustness
SA Rebuffi, S Gowal, DA Calian, F Stimberg, O Wiles, TA Mann
Advances in Neural Information Processing Systems 34, 29935-29948, 2021
3902021
3D-printing of non-assembly, articulated models
J Calì, DA Calian, C Amati, R Kleinberger, A Steed, J Kautz, T Weyrich
ACM Transactions on Graphics (TOG) 31 (6), 1-8, 2012
3482012
Improving robustness using generated data
S Gowal, SA Rebuffi, O Wiles, F Stimberg, DA Calian, TA Mann
Advances in Neural Information Processing Systems 34, 4218-4233, 2021
3432021
Fixing Data Augmentation to Improve Adversarial Robustness
SA Rebuffi, S Gowal, DA Calian, F Stimberg, O Wiles, T Mann
arXiv preprint arXiv:2103.01946, 2021
3132021
From Faces to Outdoor Light Probes
DA Calian, JF Lalonde, P Gotardo, T Simon, I Matthews, K Mitchell
Computer Graphics Forum 37 (2), 2018
562018
Defending Against Image Corruptions Through Adversarial Augmentations
DA Calian, F Stimberg, O Wiles, SA Rebuffi, A Gyorgy, T Mann, S Gowal
arXiv preprint arXiv:2104.01086, 2021
542021
The Shading Probe: Fast Appearance Acquisition for Mobile AR
DA Calian, K Mitchell, D Nowrouzezahrai, J Kautz
ACM SIGGRAPH Asia 2013 Technical Briefs 32, 20:1--20:4, 2013
402013
Balancing constraints and rewards with meta-gradient d4pg
DA Calian, DJ Mankowitz, T Zahavy, Z Xu, J Oh, N Levine, T Mann
International Conference on Learning Representations, 2020
252020
Optical illumination mapping
DA Calian, KJ Mitchell
US Patent 9,418,629, 2016
202016
Robust Constrained Reinforcement Learning for Continuous Control with Model Misspecification
DJ Mankowitz, DA Calian, R Jeong, C Paduraru, N Heess, S Dathathri, ...
arXiv preprint arXiv:2010.10644, 2020
152020
Integrating memetic search into the BioHEL evolutionary learning system for large-scale datasets
DA Calian, J Bacardit
Memetic Computing 5, 95-130, 2013
122013
Hindering Adversarial Attacks with Implicit Neural Representations
AA Rusu, DA Calian, S Gowal, R Hadsell
International Conference on Machine Learning, 18910-18934, 2022
72022
Doing more with less: Improving robustness using generated data
S Gowal, SA Rebuffi, O Wiles, F Stimberg, D Calian, T Mann, L DeepMind
ICLR Workshop on Security and Safety in Machine Learning Systems, 2021
22021
The NodeHopper: Enabling Low Latency Ranking with Constraints via a Fast Dual Solver
A Zhernov, KD Dvijotham, I Lobov, DA Calian, M Gong, N Chandrashekar, ...
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020
22020
SCRAM: Spatially Coherent Randomized Attention Maps
DA Calian, P Roelants, J Cali, B Carr, K Dubba, JE Reid, D Zhang
arXiv preprint arXiv:1905.10308, 2019
22019
Customised Light Probes and Inverse Lighting Methods for Relighting
DA Calian
UCL (University College London), 2019
12019
Low latency multi-constraint ranking of content items
TA Mann, I Lobov, A Zhernov, K Dvijotham, X Gong, DA Calian
US Patent 12,001,484, 2024
2024
TRAINING NEURAL NETWORKS
D Calian, SA Gowal, TA Mann, A György
US Patent App. 17/711,951, 2023
2023
Defending Against Image Corruptions Through Adversarial Augmentations
DA Calian, F Stimberg, O Wiles, SA Rebuffi, A György, TA Mann, S Gowal
International Conference on Learning Representations, 2021
2021
ROBUST CONSTRAINED REINFORCEMENT LEARNING FOR CONTINUOUS CONTROL WITH MODEL MISSPECI
DJ Mankowitz, DA Calian, R Jeong, C Paduraru, N Heess, S Dathathri, ...
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