Iuri Frosio

According to our database, Iuri Frosio authored at least 50 papers between 2003 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Online Overexposed Pixels Hallucination in Videos with Adaptive Reference Frame Selection.

Yazhou Xing, Amrita Mazumdar, Anjul Patney, Chao Liu, Hongxu Yin, Qifeng Chen, Jan Kautz, Iuri Frosio

CoRR, 2023

Augmenting Legacy Networks for Flexible Inference.

Jason Clemons, Iuri Frosio, Maying Shen, José M. Álvarez, Stephen W. Keckler

Proceedings of the IEEE Intelligent Vehicles Symposium, 2023

The Best Defense is a Good Offense: Adversarial Augmentation Against Adversarial Attacks.

Iuri Frosio, Jan Kautz

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2021

Robust Vision-Based Cheat Detection in Competitive Gaming.

Aditya Jonnalagadda, Iuri Frosio, Seth Schneider, Morgan McGuire, Joohwan Kim

Proc. ACM Comput. Graph. Interact. Tech., 2021

Noise-Aware Saliency Prediction for Videos with Incomplete Gaze Data.

Ekta Prashnani, Orazio Gallo, Joohwan Kim, Josef B. Spjut, Pradeep Sen, Iuri Frosio

CoRR, 2021

Improve Agents without Retraining: Parallel Tree Search with Off-Policy Correction.

Gal Dalal, Assaf Hallak, Steven Dalton, Iuri Frosio, Shie Mannor, Gal Chechik

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Generating and Characterizing Scenarios for Safety Testing of Autonomous Vehicles.

Zahra Ghodsi, Siva Kumar Sastry Hari, Iuri Frosio, Timothy Tsai, Alejandro J. Troccoli, Stephen W. Keckler, Siddharth Garg, Anima Anandkumar

Proceedings of the IEEE Intelligent Vehicles Symposium, 2021

Noise-Aware Video Saliency Prediction.

Ekta Prashnani, Orazio Gallo, Joohwan Kim, Josef B. Spjut, Pradeep Sen, Iuri Frosio

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

Standard vs. Learning-based Codecs for Real Time Endoscopic Video Transmission.

Aldo Marzullo, Martina Golini, Michele Catellani, Elena De Momi, Francesco Calimeri, Giuseppe Fiameni, Iuri Frosio

Proceedings of the 1st Italian Workshop on Artificial Intelligence and Applications for Business and Industries (AIABI 2021) co-located with 20th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2021), 2021

2020

How to Close Sim-Real Gap? Transfer with Segmentation!

Mengyuan Yan, Qingyun Sun, Iuri Frosio, Stephen Tyree, Jan Kautz

CoRR, 2020

Accelerating Reinforcement Learning through GPU Atari Emulation.

Steven Dalton, Iuri Frosio

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

PyTorchFI: A Runtime Perturbation Tool for DNNs.

Abdulrahman Mahmoud, Neeraj Aggarwal, Alex Nobbe, Jose Rodrigo Sanchez Vicarte, Sarita V. Adve, Christopher W. Fletcher, Iuri Frosio, Siva Kumar Sastry Hari

Proceedings of the 50th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, 2020

2019

Statistical Nearest Neighbors for Image Denoising.

Iuri Frosio, Jan Kautz

IEEE Trans. Image Process., 2019

GPU-Accelerated Atari Emulation for Reinforcement Learning.

Steven Dalton, Iuri Frosio, Michael Garland

CoRR, 2019

Metaoptimization on a Distributed System for Deep Reinforcement Learning.

Greg Heinrich, Iuri Frosio

Proceedings of the 2019 IEEE/ACM Workshop on Machine Learning in High Performance Computing Environments, 2019

Importance Estimation for Neural Network Pruning.

Pavlo Molchanov, Arun Mallya, Stephen Tyree, Iuri Frosio, Jan Kautz

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Learning Adaptive Parameter Tuning for Image Processing.

Jingming Dong, Iuri Frosio, Jan Kautz

Proceedings of the Image Processing: Algorithms and Systems XVI, Burlingame, CA, USA, 28 January 2018, 2018

Tackling 3D ToF Artifacts Through Learning and the FLAT Dataset.

Qi Guo, Iuri Frosio, Orazio Gallo, Todd E. Zickler, Jan Kautz

Proceedings of the Computer Vision - ECCV 2018, 2018

2017

Loss Functions for Image Restoration With Neural Networks.

Hang Zhao, Orazio Gallo, Iuri Frosio, Jan Kautz

IEEE Trans. Computational Imaging, 2017

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

Mengyuan Yan, Iuri Frosio, Stephen Tyree, Jan Kautz

CoRR, 2017

On Nearest Neighbors in Non Local Means Denoising.

Iuri Frosio, Jan Kautz

CoRR, 2017

Reinforcement Learning through Asynchronous Advantage Actor-Critic on a GPU.

Mohammad Babaeizadeh, Iuri Frosio, Stephen Tyree, Jason Clemons, Jan Kautz

Proceedings of the 5th International Conference on Learning Representations, 2017

2016

Camera re-calibration after zooming based on sets of conics.

Iuri Frosio, Cristina Turrini, Alberto Alzati

Vis. Comput., 2016

GA3C: GPU-based A3C for Deep Reinforcement Learning.

Mohammad Babaeizadeh, Iuri Frosio, Stephen Tyree, Jason Clemons, Jan Kautz

CoRR, 2016

A patch memory system for image processing and computer vision.

Jason Clemons, Chih-Chi Cheng, Iuri Frosio, Daniel R. Johnson, Stephen W. Keckler

Proceedings of the 49th Annual IEEE/ACM International Symposium on Microarchitecture, 2016

A real-time energy-efficient superpixel hardware accelerator for mobile computer vision applications.

Injoon Hong, Jason Clemons, Rangharajan Venkatesan, Iuri Frosio, Brucek Khailany, Stephen W. Keckler

Proceedings of the 53rd Annual Design Automation Conference, 2016

2015

Loss Functions for Neural Networks for Image Processing.

Hang Zhao, Orazio Gallo, Iuri Frosio, Jan Kautz

CoRR, 2015

Adaptive Segmentation based on a Learned Quality Metric.

Iuri Frosio, Edward R. Ratner

Proceedings of the VISAPP 2015, 2015

Machine learning for adaptive bilateral filtering.

Iuri Frosio, Karen O. Egiazarian, Kari Pulli

Proceedings of the Image Processing: Algorithms and Systems XIII, 2015

Robust Model-Based 3D Head Pose Estimation.

Gregory P. Meyer, Shalini Gupta, Iuri Frosio, Dikpal Reddy, Jan Kautz

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Retrieving gray-level information from a Binary Sensor and its application to gesture detection.

Orazio Gallo, Iuri Frosio, Leonardo Gasparini, Kari Pulli, Massimo Gottardi

Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

2014

Accelerometer-based correction of skewed horizon and keystone distortion in digital photography.

Enrico Calore, Iuri Frosio

Image Vis. Comput., 2014

2013

Compact tracking of surgical instruments through structured markers.

N. Alberto Borghese, Iuri Frosio

Medical Biol. Eng. Comput., 2013

Bayesian denoising in digital radiography: A comparison in the dental field.

Iuri Frosio, Chiara Olivieri, Mirko Lucchese, N. Alberto Borghese, Patrizia Boccacci

Comput. Medical Imaging Graph., 2013

Robust Silhouette Extraction from Kinect Data.

Michele Pirovano, Carl Yuheng Ren, Iuri Frosio, Pier Luca Lanzi, Victor Adrian Prisacariu, David William Murray, N. Alberto Borghese

Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

Conic Based Camera Re-calibration after Zooming.

Iuri Frosio, Cristina Turrini, Alberto Alzati

Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

2012

Linear pose estimate from corresponding conics.

Iuri Frosio, Alberto Alzati, Marina Bertolini, Cristina Turrini, N. Alberto Borghese

Pattern Recognit., 2012

2011

Optimal Choice of Regularization Parameter in Image Denoising.

Mirko Lucchese, Iuri Frosio, N. Alberto Borghese

Proceedings of the Image Analysis and Processing - ICIAP 2011, 2011

2009

Statistical Based Impulsive Noise Removal in Digital Radiography.

Iuri Frosio, N. Alberto Borghese

IEEE Trans. Medical Imaging, 2009

Autocalibration of MEMS Accelerometers.

Iuri Frosio, Federico Pedersini, N. Alberto Borghese

IEEE Trans. Instrum. Meas., 2009

2008

Real-time accurate circle fitting with occlusions.

Iuri Frosio, N. Alberto Borghese

Pattern Recognit., 2008

An expectation maximization approach to impulsive noise removal in digital radiography.

Iuri Frosio, S. Abati, N. Alberto Borghese

Int. J. Comput. Assist. Radiol. Surg., 2008

2007

A new and reliable Poisson noise estimator for radiographic images.

Iuri Frosio, Mirko Lucchese, N. Alberto Borghese

Proceedings of the 14th International Conference on Image Analysis and Processing (ICIAP 2007), 2007

2006

Enhancing digital cephalic radiography with mixture models and local gamma correction.

Iuri Frosio, Giancarlo Ferrigno, N. Alberto Borghese

IEEE Trans. Medical Imaging, 2006

Real time enhancement of cephalometric radiographies.

Iuri Frosio, N. Alberto Borghese

Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

2005

Automatic multiscale meshing through HRBF networks.

Stefano Ferrari, Iuri Frosio, Vincenzo Piuri, N. Alberto Borghese

IEEE Trans. Instrum. Meas., 2005

2004

A Neural Algorithm for Object Positioning in 3D Space Using Optoelectronic System.

Iuri Frosio, Giancarlo Ferrigno, N. Alberto Borghese

Proceedings of the Biological and Artificial Intelligence Environments, 2004

Human Visual System Modelling for Real-Time Salt and Pepper Noise Removal.

Iuri Frosio, N. Alberto Borghese

Proceedings of the Biological and Artificial Intelligence Environments, 2004

Enhanced Vector Quantization for Data Reduction and Filtering.

Stefano Ferrari, Iuri Frosio, Vincenzo Piuri, N. Alberto Borghese

Proceedings of the 2nd International Symposium on 3D Data Processing, 2004

2003

Real time positioning system based on active stereo and facial features identification.

Iuri Frosio, Raffaella Lanzarotti, Paola Campadelli, Giancarlo Ferrigno, N. Alberto Borghese

Proceedings of the 24th Annual Conference of the European Association for Computer Graphics, 2003