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ORCIDYoussef S. G. Nashed
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2020 – today
- 2024
[j5]Sean Gasiorowski
, Yifan Chen, Youssef S. G. Nashed, Pierre Granger, Camelia Mironov, Ka Vang Tsang, Daniel Ratner, Kazuhiro Terao:
Differentiable simulation of a liquid argon time projection chamber. Mach. Learn. Sci. Technol. 5(2): 25012 (2024)- 2022
- [c18]Axel Levy, Frédéric Poitevin, Julien N. P. Martel, Youssef S. G. Nashed, Ariana Peck, Nina Miolane, Daniel Ratner, Mike Dunne, Gordon Wetzstein:
CryoAI: Amortized Inference of Poses for Ab Initio Reconstruction of 3D Molecular Volumes from Real Cryo-EM Images. ECCV (21) 2022: 540-557 - [i8]Axel Levy, Frédéric Poitevin, Julien N. P. Martel, Youssef S. G. Nashed, Ariana Peck, Nina Miolane, Daniel Ratner, Mike Dunne, Gordon Wetzstein:
CryoAI: Amortized Inference of Poses for Ab Initio Reconstruction of 3D Molecular Volumes from Real Cryo-EM Images. CoRR abs/2203.08138 (2022) - [i7]Youssef S. G. Nashed, Ariana Peck, Julien N. P. Martel, Axel Levy, Bongjin Koo, Gordon Wetzstein, Nina Miolane, Daniel Ratner, Frédéric Poitevin:
Heterogeneous reconstruction of deformable atomic models in Cryo-EM. CoRR abs/2209.15121 (2022) - [i6]Minjie Lei, Ka Vang Tsang, Sean Gasiorowski, Chuan Li, Youssef S. G. Nashed, Gianluca Petrillo, Olivia Piazza, Daniel Ratner, Kazuhiro Terao:
Implicit Neural Representation as a Differentiable Surrogate for Photon Propagation in a Monolithic Neutrino Detector. CoRR abs/2211.01505 (2022) - 2021
- [c17]Youssef S. G. Nashed, Frédéric Poitevin, Harshit Gupta, Geoffrey Woollard, Michael Kagan, Chun Hong Yoon, Daniel Ratner:
CryoPoseNet: End-to-End Simultaneous Learning of Single-particle Orientation and 3D Map Reconstruction from Cryo-electron Microscopy Data. ICCVW 2021: 4049-4059 - [i5]Youssef S. G. Nashed, Frédéric Poitevin, Harshit Gupta, Geoffrey Woollard, Michael Kagan, Chuck Yoon, Daniel Ratner:
End-to-End Simultaneous Learning of Single-particle Orientation and 3D Map Reconstruction from Cryo-electron Microscopy Data. CoRR abs/2107.02958 (2021) - 2020
- [j4]Raine Yeh, Youssef S. G. Nashed, Tom Peterka, Xavier Tricoche:
Fast Automatic Knot Placement Method for Accurate B-spline Curve Fitting. Comput. Aided Des. 128: 102905 (2020) - [j3]Wenbin He, Junpeng Wang, Hanqi Guo, Ko-Chih Wang, Han-Wei Shen, Mukund Raj, Youssef S. G. Nashed, Tom Peterka:
InSituNet: Deep Image Synthesis for Parameter Space Exploration of Ensemble Simulations. IEEE Trans. Vis. Comput. Graph. 26(1): 23-33 (2020) - [i4]Mathew J. Cherukara, Tao Zhou, Youssef S. G. Nashed, Pablo Enfedaque, Alex Hexemer, Ross J. Harder, Martin V. Holt:
Real-time sparse-sampled Ptychographic imaging through deep neural networks. CoRR abs/2004.08247 (2020) - [i3]Henry Chan, Youssef S. G. Nashed, Saugat Kandel, Stephan Hruszkewycz, Subramanian Sankaranarayanan, Ross J. Harder, Mathew J. Cherukara:
Real-time 3D Nanoscale Coherent Imaging via Physics-aware Deep Learning. CoRR abs/2006.09441 (2020)
2010 – 2019
- 2019
- [c16]Iulian R. Grindeanu, Tom Peterka, Vijay S. Mahadevan, Youssef S. G. Nashed:
Scalable, High-Order Continuity Across Block Boundaries of Functional Approximations Computed in Parallel. CLUSTER 2019: 1-9 - [c15]Youssef S. G. Nashed, Tom Peterka, Vijay Mahadevan, Iulian R. Grindeanu:
Rational Approximation of Scientific Data. ICCS (1) 2019: 18-31 - [i2]Wenbin He, Junpeng Wang, Hanqi Guo, Ko-Chih Wang, Han-Wei Shen, Mukund Raj, Youssef S. G. Nashed, Tom Peterka:
InSituNet: Deep Image Synthesis for Parameter Space Exploration of Ensemble Simulations. CoRR abs/1908.00407 (2019) - 2018
- [c14]Sushobhan Ghosh, Youssef S. G. Nashed, Oliver Cossairt, Aggelos K. Katsaggelos:
ADP: Automatic differentiation ptychography. ICCP 2018: 1-10 - [c13]Tom Peterka, Youssef S. G. Nashed, Iulian R. Grindeanu, Vijay S. Mahadevan, Raine Yeh, Xavier Tricoche:
Foundations of Multivariate Functional Approximation for Scientific Data. LDAV 2018: 61-71 - [i1]Mathew J. Cherukara, Youssef S. G. Nashed, Ross J. Harder:
Real-time coherent diffraction inversion using deep generative networks. CoRR abs/1806.03992 (2018) - 2017
- [c12]Youssef S. G. Nashed, Tom Peterka, Junjing Deng, Chris Jacobsen:
Distributed Automatic Differentiation for Ptychography. ICCS 2017: 404-414 - 2013
- [j2]Roberto Ugolotti, Youssef S. G. Nashed, Pablo Mesejo, Spela Ivekovic, Luca Mussi, Stefano Cagnoni:
Particle Swarm Optimization and Differential Evolution for model-based object detection. Appl. Soft Comput. 13(6): 3092-3105 (2013) - [c11]Carlos Fernandez-Lozano, José A. Seoane, Pablo Mesejo, Youssef S. G. Nashed, Stefano Cagnoni, Julián Dorado:
2D-PAGE Texture Classification using Support Vector Machines and Genetic Algorithms - An Hybrid Approach for Texture Image Analysis. BIOINFORMATICS 2013: 5-14 - [c10]Carlos Fernandez-Lozano, José A. Seoane, Pablo Mesejo, Youssef S. G. Nashed, Stefano Cagnoni, Julián Dorado:
Texture Classification of Proteins Using Support Vector Machines and Bio-inspired Metaheuristics. BIOSTEC (Selected Papers) 2013: 117-130 - [c9]Roberto Ugolotti, Pablo Mesejo, Youssef S. G. Nashed, Stefano Cagnoni:
GPU-Based Automatic Configuration of Differential Evolution: A Case Study. EPIA 2013: 114-125 - [c8]Roberto Ugolotti, Youssef S. G. Nashed, Pablo Mesejo, Stefano Cagnoni:
Algorithm configuration using GPU-based metaheuristics. GECCO (Companion) 2013: 221-222 - [c7]Gaëtan Podevijn, Rehan O'Grady, Youssef S. G. Nashed, Marco Dorigo:
Gesturing at Subswarms: Towards Direct Human Control of Robot Swarms. TAROS 2013: 390-403 - 2012
- [j1]Luca Mussi, Spela Ivekovic, Youssef S. G. Nashed, Stefano Cagnoni:
Multi-View Human Body Pose Estimation with CUDA-PSO. Int. J. Adapt. Resilient Auton. Syst. 3(4): 51-65 (2012) - [c6]Youssef S. G. Nashed, Roberto Ugolotti, Pablo Mesejo, Stefano Cagnoni:
libCudaOptimize: an open source library of GPU-based metaheuristics. GECCO (Companion) 2012: 117-124 - [c5]Stefano Cagnoni, Oscar Cordón, Pablo Mesejo, Youssef S. G. Nashed, Roberto Ugolotti:
First results and future developments of the MIBISOC Project in the IBISlab of the university of parma. GECCO (Companion) 2012: 509-516 - [c4]Youssef S. G. Nashed:
GPU Hierarchical Quilted Self Organizing Maps for Multimedia Understanding. ISM 2012: 491-492 - [c3]Roberto Ugolotti, Youssef S. G. Nashed, Stefano Cagnoni:
Real-Time GPU Based Road Sign Detection and Classification. PPSN (1) 2012: 153-162 - [c2]Youssef S. G. Nashed, Pablo Mesejo, Roberto Ugolotti, Jérémie Dubois-Lacoste, Stefano Cagnoni:
A Comparative Study of Three GPU-Based Metaheuristics. PPSN (2) 2012: 398-407 - 2011
- [c1]Luca Mussi, Youssef S. G. Nashed, Stefano Cagnoni:
GPU-based asynchronous particle swarm optimization. GECCO 2011: 1555-1562
Coauthor Index
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