Iuri Frosio

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 35

Top Topics

Nearest Neighbor

Bilateral Filtering

Top Venues

Image Processing: Algorithms and Systems

Publications

Iuri Frosio, Jan Kautz
The Best Defense is a Good Offense: Adversarial Augmentation Against Adversarial Attacks. CVPR (2023)
Iuri Frosio, Jan Kautz
The Best Defense is a Good Offense: Adversarial Augmentation against Adversarial Attacks. CoRR (2023)
Yazhou Xing, Amrita Mazumdar, Anjul Patney, Chao Liu, Hongxu Yin, Qifeng Chen, Jan Kautz, Iuri Frosio
Online Overexposed Pixels Hallucination in Videos with Adaptive Reference Frame Selection. CoRR (2023)
Jason Clemons, Iuri Frosio, Maying Shen, José M. Álvarez, Stephen W. Keckler
Augmenting Legacy Networks for Flexible Inference. IV (2023)
Jason Clemons, Iuri Frosio, Maying Shen, Jose M. Alvarez, Stephen W. Keckler
Augmenting Legacy Networks for Flexible Inference. ECCV Workshops (7) (2022)
Aditya Jonnalagadda, Iuri Frosio, Seth Schneider, Morgan McGuire, Joohwan Kim
Robust Vision-Based Cheat Detection in Competitive Gaming. Proc. ACM Comput. Graph. Interact. Tech. 4 (1) (2021)
Ekta Prashnani, Orazio Gallo, Joohwan Kim, Josef B. Spjut, Pradeep Sen, Iuri Frosio
Noise-Aware Saliency Prediction for Videos with Incomplete Gaze Data. CoRR (2021)
Assaf Hallak, Gal Dalal, Steven Dalton, Iuri Frosio, Shie Mannor, Gal Chechik
Improve Agents without Retraining: Parallel Tree Search with Off-Policy Correction. CoRR (2021)
Zahra Ghodsi, Siva Kumar Sastry Hari, Iuri Frosio, Timothy Tsai, Alejandro Troccoli, Stephen W. Keckler, Siddharth Garg, Anima Anandkumar
Generating and Characterizing Scenarios for Safety Testing of Autonomous Vehicles. CoRR (2021)
Zahra Ghodsi, Siva Kumar Sastry Hari, Iuri Frosio, Timothy Tsai, Alejandro Troccoli, Stephen W. Keckler, Siddharth Garg, Anima Anandkumar
Generating and Characterizing Scenarios for Safety Testing of Autonomous Vehicles. IV (2021)
Aditya Jonnalagadda, Iuri Frosio, Seth Schneider, Morgan McGuire, Joohwan Kim
Robust Vision-Based Cheat Detection in Competitive Gaming. CoRR (2021)
Aldo Marzullo, Martina Golini, Michele Catellani, Elena De Momi, Francesco Calimeri, Giuseppe Fiameni, Iuri Frosio
Standard vs. Learning-based Codecs for Real Time Endoscopic Video Transmission. AIABI@AI*IA (2021)
Gal Dalal, Assaf Hallak, Steven Dalton, Iuri Frosio, Shie Mannor, Gal Chechik
Improve Agents without Retraining: Parallel Tree Search with Off-Policy Correction. NeurIPS (2021)
Ekta Prashnani, Orazio Gallo, Joohwan Kim, Josef B. Spjut, Pradeep Sen, Iuri Frosio
Noise-Aware Video Saliency Prediction. BMVC (2021)
Mengyuan Yan, Qingyun Sun, Iuri Frosio, Stephen Tyree, Jan Kautz
How to Close Sim-Real Gap? Transfer with Segmentation! CoRR (2020)
Steven Dalton, Iuri Frosio
Accelerating Reinforcement Learning through GPU Atari Emulation. NeurIPS (2020)
Abdulrahman Mahmoud, Neeraj Aggarwal, Alex Nobbe, Jose Rodrigo Sanchez Vicarte, Sarita V. Adve, Christopher W. Fletcher, Iuri Frosio, Siva Kumar Sastry Hari
PyTorchFI: A Runtime Perturbation Tool for DNNs. DSN Workshops (2020)
Pavlo Molchanov, Arun Mallya, Stephen Tyree, Iuri Frosio, Jan Kautz
Importance Estimation for Neural Network Pruning. CVPR (2019)
Iuri Frosio, Jan Kautz
Statistical Nearest Neighbors for Image Denoising. IEEE Trans. Image Process. 28 (2) (2019)
Greg Heinrich, Iuri Frosio
Metaoptimization on a Distributed System for Deep Reinforcement Learning. MLHPC@SC (2019)
Pavlo Molchanov, Arun Mallya, Stephen Tyree, Iuri Frosio, Jan Kautz
Importance Estimation for Neural Network Pruning. CoRR (2019)
Greg Heinrich, Iuri Frosio
Metaoptimization on a Distributed System for Deep Reinforcement Learning. CoRR (2019)
Steven Dalton, Iuri Frosio, Michael Garland
GPU-Accelerated Atari Emulation for Reinforcement Learning. CoRR (2019)
Qi Guo, Iuri Frosio, Orazio Gallo, Todd E. Zickler, Jan Kautz
Tackling 3D ToF Artifacts Through Learning and the FLAT Dataset. ECCV (1) (2018)
Qi Guo, Iuri Frosio, Orazio Gallo, Todd E. Zickler, Jan Kautz
Tackling 3D ToF Artifacts Through Learning and the FLAT Dataset. CoRR (2018)
Jingming Dong, Iuri Frosio, Jan Kautz
Learning Adaptive Parameter Tuning for Image Processing. Image Processing: Algorithms and Systems (2018)
Hang Zhao, Orazio Gallo, Iuri Frosio, Jan Kautz
Loss Functions for Image Restoration With Neural Networks. IEEE Trans. Computational Imaging 3 (1) (2017)
Mengyuan Yan, Iuri Frosio, Stephen Tyree, Jan Kautz
Sim-to-Real Transfer of Accurate Grasping with Eye-In-Hand Observations and Continuous Control. CoRR (2017)
Iuri Frosio, Jan Kautz
On Nearest Neighbors in Non Local Means Denoising. CoRR (2017)
Mohammad Babaeizadeh, Iuri Frosio, Stephen Tyree, Jason Clemons, Jan Kautz
Reinforcement Learning through Asynchronous Advantage Actor-Critic on a GPU. ICLR (Poster) (2017)
Jingming Dong, Iuri Frosio, Jan Kautz
Learning Adaptive Parameter Tuning for Image Processing. CoRR (2016)
Mohammad Babaeizadeh, Iuri Frosio, Stephen Tyree, Jason Clemons, Jan Kautz
GA3C: GPU-based A3C for Deep Reinforcement Learning. CoRR (2016)
Injoon Hong, Jason Clemons, Rangharajan Venkatesan, Iuri Frosio, Brucek Khailany, Stephen W. Keckler
A real-time energy-efficient superpixel hardware accelerator for mobile computer vision applications. DAC (2016)
Jason Clemons, Chih-Chi Cheng, Iuri Frosio, Daniel R. Johnson, Stephen W. Keckler
A patch memory system for image processing and computer vision. MICRO (2016)
Iuri Frosio, Cristina Turrini, Alberto Alzati
Camera re-calibration after zooming based on sets of conics. Vis. Comput. 32 (5) (2016)
Orazio Gallo, Iuri Frosio, Leonardo Gasparini, Kari Pulli, Massimo Gottardi
Retrieving gray-level information from a Binary Sensor and its application to gesture detection. CVPR Workshops (2015)
Iuri Frosio, Edward R. Ratner
Adaptive Segmentation based on a Learned Quality Metric. VISAPP (1) (2015)
Iuri Frosio, Karen O. Egiazarian, Kari Pulli
Machine learning for adaptive bilateral filtering. Image Processing: Algorithms and Systems (2015)
Hang Zhao, Orazio Gallo, Iuri Frosio, Jan Kautz
Loss Functions for Neural Networks for Image Processing. CoRR (2015)
Gregory P. Meyer, Shalini Gupta, Iuri Frosio, Dikpal Reddy, Jan Kautz
Robust Model-Based 3D Head Pose Estimation. ICCV (2015)
Enrico Calore, Iuri Frosio
Accelerometer-based correction of skewed horizon and keystone distortion in digital photography. Image Vis. Comput. 32 (9) (2014)
N. Alberto Borghese, Iuri Frosio
Compact tracking of surgical instruments through structured markers. Medical Biol. Eng. Comput. 51 (7) (2013)
Michele Pirovano, Carl Yuheng Ren, Iuri Frosio, Pier Luca Lanzi, Victor Adrian Prisacariu, David William Murray, N. Alberto Borghese
Robust Silhouette Extraction from Kinect Data. ICIAP (1) (2013)
Iuri Frosio, Cristina Turrini, Alberto Alzati
Conic Based Camera Re-calibration after Zooming. ICIAP (1) (2013)
Iuri Frosio, Chiara Olivieri, Mirko Lucchese, N. Alberto Borghese, Patrizia Boccacci
Bayesian denoising in digital radiography: A comparison in the dental field. Comput. Medical Imaging Graph. 37 (1) (2013)
Iuri Frosio, Alberto Alzati, Marina Bertolini, Cristina Turrini, N. Alberto Borghese
Linear pose estimate from corresponding conics. Pattern Recognit. 45 (12) (2012)
Mirko Lucchese, Iuri Frosio, N. Alberto Borghese
Optimal Choice of Regularization Parameter in Image Denoising. ICIAP (1) (2011)
Iuri Frosio, Federico Pedersini, N. Alberto Borghese
Autocalibration of MEMS Accelerometers. IEEE Trans. Instrum. Meas. 58 (6) (2009)
Iuri Frosio, N. Alberto Borghese
Statistical Based Impulsive Noise Removal in Digital Radiography. IEEE Trans. Medical Imaging 28 (1) (2009)
Iuri Frosio, S. Abati, N. Alberto Borghese
An expectation maximization approach to impulsive noise removal in digital radiography. Int. J. Comput. Assist. Radiol. Surg. 3 (1-2) (2008)
Iuri Frosio, N. Alberto Borghese
Real-time accurate circle fitting with occlusions. Pattern Recognit. 41 (3) (2008)
Iuri Frosio, Mirko Lucchese, N. Alberto Borghese
A new and reliable Poisson noise estimator for radiographic images. ICIAP (2007)
Iuri Frosio, Giancarlo Ferrigno, N. Alberto Borghese
Enhancing digital cephalic radiography with mixture models and local gamma correction. IEEE Trans. Medical Imaging 25 (1) (2006)
Iuri Frosio, N. Alberto Borghese
Real time enhancement of cephalometric radiographies. ISBI (2006)
Stefano Ferrari, Iuri Frosio, Vincenzo Piuri, N. Alberto Borghese
Automatic multiscale meshing through HRBF networks. IEEE Trans. Instrum. Meas. 54 (4) (2005)
Iuri Frosio, Giancarlo Ferrigno, N. Alberto Borghese
A Neural Algorithm for Object Positioning in 3D Space Using Optoelectronic System. WIRN (2004)
Iuri Frosio, N. Alberto Borghese
Human Visual System Modelling for Real-Time Salt and Pepper Noise Removal. WIRN (2004)
Stefano Ferrari, Iuri Frosio, Vincenzo Piuri, N. Alberto Borghese
Enhanced Vector Quantization for Data Reduction and Filtering. 3DPVT (2004)
Iuri Frosio, Raffaella Lanzarotti, Paola Campadelli, Giancarlo Ferrigno, N. Alberto Borghese
Real time positioning system based on active stereo and facial features identification. Eurographics (Posters) (2003)