Dan A. Calian
Google DeepMind (United Kingdom)(GB)Google (United Kingdom)(GB)
Publications by Year
Research Areas
Adversarial Robustness in Machine Learning, Anomaly Detection Techniques and Applications, Advanced Neural Network Applications, Reinforcement Learning in Robotics, Advanced Vision and Imaging
Most-Cited Works
- → 3D-printing of non-assembly, articulated models(2012)218 cited
- → Fixing Data Augmentation to Improve Adversarial Robustness(2021)104 cited
- → From Faces to Outdoor Light Probes(2018)50 cited
- → The shading probe(2013)22 cited
- → Data Augmentation Can Improve Robustness(2021)13 cited
- → Integrating memetic search into the BioHEL evolutionary learning system for large-scale datasets(2013)9 cited
- → Balancing Constraints and Rewards with Meta-Gradient D4PG(2020)6 cited
- → Defending Against Image Corruptions Through Adversarial Augmentations(2021)4 cited
- → Robust Constrained Reinforcement Learning for Continuous Control with Model Misspecification(2020)4 cited
- → Improving Robustness using Generated Data(2021)4 cited