I am Research Engineer at Meta's Reality Labs based in Zurich. I develop technologies for energy-efficient on-device inference to enable AI on AR devices. Previously, I was as a Senior Engineer at GoPro Paris, where I worked for over 5 years. My research interests include neural networks for image and video restoration, computer vision, image processing, and embedded systems. I've also worked on control theory. I obtained a PhD in Applied Mathematics from Paris Descartes University, a master's degree in Applied Mathematics from ENS Cachan, and a master's degree in Electrical Engineering from Universidad de la República.
C. Laroche, A. Almansa, E. Coupete, and M. Tassano. Provably Convergent Plug & Play Linearized ADMM, applied to Deblurring Spatially Varying Kernels. ICASSP Workshop, 2023
C. Laroche, A. Almansa, and M. Tassano. Deep Model-Based Super-Resolution with Non-uniform Blur. Winter Conference on Applications of Computer Vision (WACV), 2023
C. Laroche, A. Almansa, and M. Tassano. Bridging the Domain Gap in Real World Super-Resolution. 2022 IEEE International Conference on Image Processing (ICIP), 2022.
A. Monod, J. Delon, M. Tassano, and A. Almansa. Video Restoration with a Deep Plug-and-Play Prior. Arxiv preprint
M. Tassano, J. Delon, and T. Veit. FastDVDnet: Towards Real-Time Deep Video Denoising Without Flow Estimation. CVPR 2020, oral presentation
M. Tassano, J. Delon, and T. Veit. DVDnet: A Fast Network for Deep Video Denoising. In IEEE International Conference on Image Processing, 2019. Paper selected as one of the 10% papers of the conference!
M. Tassano, J. Delon, and T. Veit. DVDnet: Un réseau profond pour le débruitage vidéo. In XXVIIe Colloque GRETSI, 2019
M. Tassano, J. Delon, and T. Veit, An Analysis and Implementation of the FFDNet Image Denoising Method, Image Processing On Line, 9 (2019), pp. 1–25.
M. Tassano, J. Delon, T. Veit, Multiscale Denoising of Raw Images with Precise Estimation of Noise in All Scales, Poster presented at: SIAM Conference on Imaging Science, Bologna, Italy, 2018
M. Tassano, P. Monzon, J. Ramos, G. De Martino and J. Pechiar, An inexpensive Attitude Determination system for the Uruguayan Cubesat, AntelSat,” 2014 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) Proceedings, Montevideo, 2014, pp. 723-727
M. Tassano, P. Monzon and J. Pechiar, Attitude determination and control system of the uruguayan cubesat, AntelSat, 2013 16th International Conference on Advanced Robotics (ICAR), Montevideo, 2013, pp. 1-6.
M. Tassano, G. Sotta, L.I. de León, G. Gutierrez, A UKF-based Attitude Determination Approach. Poster presented at: 7th European CubeSat Symposium; 2015 Sep 9-11; Liège, Belgium
L.I. de León, G. Sotta, M. Tassano, G. Gutierrez, Lessons learned, Subsystem overview and Primary results from AntelSat, first Uruguayan satellite. Poster presented at: 7th European CubeSat Symposium; 2015 Sep 9-11; Liège, Belgium
C. Laroche, M. Tassano, and A. Almansa. 2023. SYSTEMS, APPARATUS, AND METHODS FOR SUPER-RESOLUTION OF NON-UNIFORM BLUR US 20230281756 A1, filed Mar 2023.
M. Tassano, J. Delon, and T. Veit. 2024. A Method and Apparatus for Convolutional Neural Network-Based Video Denoising US 11900566 B1, filed June 2019.
M. Tassano, T. Veit, J. Delon, and P. Muse. 2023. Burst Deblurring With Kernel Estimation Networks US 11669939 B1, published Aug 2020. Patent Pending
A. Monod, J. Delon, and M. Tassano. 2022. Apparatus and Methods for Plug-and-Play Video De-Blur US Patent Application Serial No. 63/374,559, filed Sep 2022.
M. Tassano, N.Rahmouni, E. Coupeté, and T. Derbanne. 2023. METHOD AND SYSTEM FOR DENOISING USING NEURAL NETWORKS US 20230058096 A1, filed Feb 2022.
C. Laroche, and M. Tassano. 2022. CONVOLUTIONAL NEURAL NETWORK SUPER-RESOLUTION SYSTEM AND METHOD US 20220405882 A1, filed June 2022.
E. Coupeté, M. Tassano, and N. Bessou. 2022. Detection Of Hand Obstruction For Image Capture Device US 11308597 B1, filed Feb 2020
M. Tassano, J. Delon, and T. Veit. 2020. A Method and Apparatus for Convolutional Neural Network-Based Video Denoising US 20200364834 A1, filed May 2015
M. Tassano, J. Delon, and T. Veit. 2020. Multiscale Denoising of Videos US 20200151854 A1, filed Nov 2018
M. Tassano, J. Delon, T. Veit, and M. Lebrun. 2019. Multiscale Denoising of Raw Images With Noise Estimation US 20190355098 A1, filed May 2018