Importance Estimation for Neural Network Pruning
Molchanov, Pavlo, Mallya, Arun, Tyree, Stephen, Frosio, Iuri, Kautz, Jan
Published in 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2019)
Published in 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2019)
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Conference Proceeding
Loss Functions for Image Restoration With Neural Networks
Hang Zhao, Gallo, Orazio, Frosio, Iuri, Kautz, Jan
Published in IEEE transactions on computational imaging (01.03.2017)
Published in IEEE transactions on computational imaging (01.03.2017)
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Journal Article
The Best Defense is a Good Offense: Adversarial Augmentation Against Adversarial Attacks
Frosio, Iuri, Kautz, Jan
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2023)
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2023)
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Conference Proceeding
Robust Model-Based 3D Head Pose Estimation
Meyer, Gregory P., Gupta, Shalini, Frosio, Iuri, Reddy, Dikpal, Kautz, Jan
Published in 2015 IEEE International Conference on Computer Vision (ICCV) (01.12.2015)
Published in 2015 IEEE International Conference on Computer Vision (ICCV) (01.12.2015)
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Conference Proceeding
Journal Article
Autocalibration of MEMS Accelerometers
Frosio, I., Pedersini, F., Borghese, N.A.
Published in IEEE transactions on instrumentation and measurement (01.06.2009)
Published in IEEE transactions on instrumentation and measurement (01.06.2009)
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Journal Article
Augmenting Legacy Networks for Flexible Inference
Clemons, Jason, Frosio, Iuri, Shen, Maying, Alvarez, Jose M., Keckler, Stephen W.
Published in 2023 IEEE Intelligent Vehicles Symposium (IV) (04.06.2023)
Published in 2023 IEEE Intelligent Vehicles Symposium (IV) (04.06.2023)
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Conference Proceeding
Generating and Characterizing Scenarios for Safety Testing of Autonomous Vehicles
Ghodsi, Zahra, Hari, Siva Kumar Sastry, Frosio, Iuri, Tsai, Timothy, Troccoli, Alejandro, Keckler, Stephen W., Garg, Siddharth, Anandkumar, Anima
Published in 2021 IEEE Intelligent Vehicles Symposium (IV) (11.07.2021)
Published in 2021 IEEE Intelligent Vehicles Symposium (IV) (11.07.2021)
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Conference Proceeding
A patch memory system for image processing and computer vision
Clemons, Jason, Chih-Chi Cheng, Frosio, Iuri, Johnson, Daniel, Keckler, Stephen W.
Published in 2016 49th Annual IEEE/ACM International Symposium on Microarchitecture (MICRO) (01.10.2016)
Published in 2016 49th Annual IEEE/ACM International Symposium on Microarchitecture (MICRO) (01.10.2016)
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Conference Proceeding
A real-time energy-efficient superpixel hardware accelerator for mobile computer vision applications
Injoon Hong, Frosio, Iuri, Clemons, Jason, Khailany, Brucek, Venkatesan, Rangharajan, Keckler, Stephen W.
Published in 2016 53nd ACM/EDAC/IEEE Design Automation Conference (DAC) (05.06.2016)
Published in 2016 53nd ACM/EDAC/IEEE Design Automation Conference (DAC) (05.06.2016)
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Conference Proceeding
Metaoptimization on a Distributed System for Deep Reinforcement Learning
Heinrich, Greg, Frosio, Iuri
Published in 2019 IEEE/ACM Workshop on Machine Learning in High Performance Computing Environments (MLHPC) (01.11.2019)
Published in 2019 IEEE/ACM Workshop on Machine Learning in High Performance Computing Environments (MLHPC) (01.11.2019)
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Conference Proceeding
Metaoptimization on a Distributed System for Deep Reinforcement Learning
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Paper
Journal Article
PyTorchFI: A Runtime Perturbation Tool for DNNs
Mahmoud, Abdulrahman, Aggarwal, Neeraj, Nobbe, Alex, Vicarte, Jose Rodrigo Sanchez, Adve, Sarita V., Fletcher, Christopher W., Frosio, Iuri, Hari, Siva Kumar Sastry
Published in 2020 50th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W) (01.06.2020)
Published in 2020 50th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W) (01.06.2020)
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Conference Proceeding