Calian, Dan A.
- Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
2025/07/07 by Gheorghe Comanici, Eric Bieber, Comanici, Gheorghe +6844 · 8 voices · 1392 citations
#cs.CL #cs.AI
- Data Augmentation Can Improve Robustness
2021/11/09 by Sylvestre-Alvise Rebuffi, Rebuffi, Sylvestre-Alvise, Sven Gowal +9 · 15 citations
Computer Science · Medicine · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Medical Imaging Techniques and Applications
- Fixing Data Augmentation to Improve Adversarial Robustness
2021/03/02 by Sylvestre-Alvise Rebuffi, Rebuffi, Sylvestre-Alvise, Sven Gowal +9 · 8 citations
Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Robust Constrained Reinforcement Learning for Continuous Control with Model Misspecification
2020/10/20 by Daniel J. Mankowitz, Dan A. Calian, Mankowitz, Daniel J. +13 · 3 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Real-Time Systems Scheduling #Reinforcement Learning in Robotics #Smart Grid Energy Management
- DataRater: Meta-Learned Dataset Curation
2025/05/23 by Dan A. Calian, Calian, Dan A., Gregory Farquhar +21 · 3 voices · 5 citations
#stat.ML #cs.AI #cs.LG
- Defending Against Image Corruptions Through Adversarial Augmentations
2021/04/02 by Dan A. Calian, Florian Stimberg, Calian, Dan A. +11 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)