Dan A. Calian

DeepMind (United Kingdom) — United Kingdom

Computer Science · Physical Sciences

6h-index437citations15works1.02yr avg
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Research Topics

Adversarial Robustness in Machine Learning(6), Anomaly Detection Techniques and Applications(4), Advanced Neural Network Applications(3), Reinforcement Learning in Robotics(3), Advanced Vision and Imaging(2)

Publications15 total

Discovering state-of-the-art reinforcement learning algorithms
Nature·2025· 1 citedOpen Access
Hindering Adversarial Attacks with Implicit Neural Representations
arXiv (Cornell University)·2022Open Access
Data Augmentation Can Improve Robustness
arXiv (Cornell University)·2021· 13 citedOpen Access
Improving Robustness using Generated Data
arXiv (Cornell University)·2021· 4 citedOpen Access
Defending Against Image Corruptions Through Adversarial Augmentations
arXiv (Cornell University)·2021· 4 citedOpen Access
Fixing Data Augmentation to Improve Adversarial Robustness
arXiv (Cornell University)·2021· 104 citedOpen Access
Robust Constrained Reinforcement Learning for Continuous Control with Model Misspecification
arXiv (Cornell University)·2020· 4 citedOpen Access
Balancing Constraints and Rewards with Meta-Gradient D4PG
arXiv (Cornell University)·2020· 6 citedOpen Access
The NodeHopper: Enabling Low Latency Ranking with Constraints via a Fast Dual Solver
2020· 1 citedOpen Access
SCRAM: Spatially Coherent Randomized Attention Maps
arXiv (Cornell University)·2019· 1 citedOpen Access
Customised Light Probes and Inverse Lighting Methods for Relighting
UCL Discovery (University College London)·2019· 1 cited
From Faces to Outdoor Light Probes
Computer Graphics Forum·2018· 49 cited
The shading probe
2013· 22 cited
Integrating memetic search into the BioHEL evolutionary learning system for large-scale datasets
Memetic Computing·2013· 9 cited
3D-printing of non-assembly, articulated models
ACM Transactions on Graphics·2012· 218 cited

Frequent Co-authors

Timothy Mann(7), Sven Gowal(5), Sylvestre-Alvise Rebuffi(4), Florian Stimberg(4), Olivia Wiles(4), Jacques Calì(2), Jan Kautz(2), Kenny Mitchell(2), Daniel J. Mankowitz(2), Junhyuk Oh(2), Cristina Amati(1), Rébecca Kleinberger(1), Anthony Steed(1), Tim Weyrich(1), Jean‐François Lalonde(1), Paulo Gotardo(1), Tomas Simon(1), Iain Matthews(1), Derek Nowrouzezahrai(1), Jaume Bacardit(1)