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Maxime Pelcat

UNIV-RENNES, INSA Rennes, IETR

Gegelati: Lightweight Artificial Intelligence through Generic and Evolvable Tangled Program Graphs


Dec 15, 2020
Karol Desnos, Nicolas Sourbier, Pierre-Yves Raumer, Olivier Gesny, Maxime Pelcat

* Workshop on Design and Architectures for Signal and Image Processing (DASIP), Jan 2021, Budapest, Hungary 

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NTIRE 2020 Challenge on Image Demoireing: Methods and Results


May 06, 2020
Shanxin Yuan, Radu Timofte, Ales Leonardis, Gregory Slabaugh, Xiaotong Luo, Jiangtao Zhang, Yanyun Qu, Ming Hong, Yuan Xie, Cuihua Li, Dejia Xu, Yihao Chu, Qingyan Sun, Shuai Liu, Ziyao Zong, Nan Nan, Chenghua Li, Sangmin Kim, Hyungjoon Nam, Jisu Kim, Jechang Jeong, Manri Cheon, Sung-Jun Yoon, Byungyeon Kang, Junwoo Lee, Bolun Zheng, Xiaohong Liu, Linhui Dai, Jun Chen, Xi Cheng, Zhenyong Fu, Jian Yang, Chul Lee, An Gia Vien, Hyunkook Park, Sabari Nathan, M. Parisa Beham, S Mohamed Mansoor Roomi, Florian Lemarchand, Maxime Pelcat, Erwan Nogues, Densen Puthussery, Hrishikesh P S, Jiji C V, Ashish Sinha, Xuan Zhao

* CVPRW 2020 

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NoiseBreaker: Gradual Image Denoising Guided by Noise Analysis


Feb 18, 2020
Florian Lemarchand, Erwan Nogues, Maxime Pelcat


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OpenDenoising: an Extensible Benchmark for Building Comparative Studies of Image Denoisers


Oct 18, 2019
Florian Lemarchand, Eduardo Fernandes Montesuma, Maxime Pelcat, Erwan Nogues


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Electro-Magnetic Side-Channel Attack Through Learned Denoising and Classification


Oct 16, 2019
Florian Lemarchand, Cyril Marlin, Florent Montreuil, Erwan Nogues, Maxime Pelcat


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Accelerating CNN inference on FPGAs: A Survey


May 26, 2018
Kamel Abdelouahab, Maxime Pelcat, Jocelyn Serot, François Berry

* Cloning our HAL submission in ArXiv, Technical Report - Universite Clermont Auvergne, January 2018 

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Tactics to Directly Map CNN graphs on Embedded FPGAs


Nov 20, 2017
Kamel Abdelouahab, Maxime Pelcat, Jocelyn Sérot, Cédric Bourrasset, François Berry, Jocelyn Serot

* IEEE Embedded Systems Letters, Institute of Electrical and Electronics Engineers, A Para\^itre, pp.1 - 1. arXiv admin note: text overlap with arXiv:1705.04543 

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A Holistic Approach for Optimizing DSP Block Utilization of a CNN implementation on FPGA


Mar 21, 2017
Kamel Abdelouahab, Cedric Bourrasset, Maxime Pelcat, François Berry, Jean-Charles Quinton, Jocelyn Serot

* 8 pages, 6 figures 

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