Frosio, Iuri

Importance Estimation for Neural Network Pruning

Molchanov, P., Mallya, A., Tyree, S., Frosio, I., & Kautz, J. (2019) · 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Advanced Neural Network ApplicationsMachine Learning and Data Classification

Cited by 983

PyTorchFI: A Runtime Perturbation Tool for DNNs

Mahmoud, A., Aggarwal, N., Nobbe, A., Vicarte, J. R. S., Adve, S. V., Fletcher, C. W., Frosio, I., & Hari, S. K. S. (2020) · 2020 50th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W)

Adversarial Robustness in Machine LearningSoftware Testing and Debugging Techniques

Cited by 140

Sim-to-Real Transfer of Accurate Grasping with Eye-In-Hand Observations and Continuous Control

Yan, M., Frosio, I., Tyree, S., & Kautz, J. (2017) · arXiv

Reinforcement Learning in RoboticsRobot Manipulation and Learning

Cited by 31

Robust Vision-Based Cheat Detection in Competitive Gaming

Jonnalagadda, A., Frosio, I., Schneider, S., McGuire, M., & Kim, J. (2021) · Proceedings of the ACM on Computer Graphics and Interactive Techniques

Digital Media Forensic DetectionAdversarial Robustness in Machine Learning

Cited by 23