Youssef S. G. Nashed

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 15

Top Topics

Electron Microscopy

Top Venues

Mach. Learn. Sci. Technol.

Comput. Aided Des.

Publications

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) (2024)
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)
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 (2021)
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)
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 (2020)
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 (2020)
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) (2020)
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 (2020)
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)
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 (2019)
Youssef S. G. Nashed, Tom Peterka, Vijay Mahadevan, Iulian R. Grindeanu
Rational Approximation of Scientific Data. ICCS (1) (2019)
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)
Mathew J. Cherukara, Youssef S. G. Nashed, Ross J. Harder
Real-time coherent diffraction inversion using deep generative networks. CoRR (2018)
Sushobhan Ghosh, Youssef S. G. Nashed, Oliver Cossairt, Aggelos K. Katsaggelos
ADP: Automatic differentiation ptychography. ICCP (2018)
Youssef S. G. Nashed, Tom Peterka, Junjing Deng, Chris Jacobsen
Distributed Automatic Differentiation for Ptychography. ICCS (2017)
Gaëtan Podevijn, Rehan O'Grady, Youssef S. G. Nashed, Marco Dorigo
Gesturing at Subswarms: Towards Direct Human Control of Robot Swarms. TAROS (2013)
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) (2013)
Roberto Ugolotti, Pablo Mesejo, Youssef S. G. Nashed, Stefano Cagnoni
GPU-Based Automatic Configuration of Differential Evolution: A Case Study. EPIA (2013)
Carlos Fernandez-Lozano, José A. Seoane, Pablo Mesejo, Youssef S. G. Nashed, Stefano Cagnoni, Julian Dorado
2D-PAGE Texture Classification using Support Vector Machines and Genetic Algorithms - An Hybrid Approach for Texture Image Analysis. BIOINFORMATICS (2013)
Roberto Ugolotti, Youssef S. G. Nashed, Pablo Mesejo, Stefano Cagnoni
Algorithm configuration using GPU-based metaheuristics. GECCO (Companion) (2013)
Carlos Fernandez-Lozano, José A. Seoane, Pablo Mesejo, Youssef S. G. Nashed, Stefano Cagnoni, Julian Dorado
Texture Classification of Proteins Using Support Vector Machines and Bio-inspired Metaheuristics. BIOSTEC (Selected Papers) (2013)
Youssef S. G. Nashed, Pablo Mesejo, Roberto Ugolotti, Jérémie Dubois-Lacoste, Stefano Cagnoni
A Comparative Study of Three GPU-Based Metaheuristics. PPSN (2) (2012)
Youssef S. G. Nashed, Roberto Ugolotti, Pablo Mesejo, Stefano Cagnoni
libCudaOptimize: an open source library of GPU-based metaheuristics. GECCO (Companion) (2012)
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)
Roberto Ugolotti, Youssef S. G. Nashed, Stefano Cagnoni
Real-Time GPU Based Road Sign Detection and Classification. PPSN (1) (2012)
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) (2012)
Youssef S. G. Nashed
GPU Hierarchical Quilted Self Organizing Maps for Multimedia Understanding. ISM (2012)
Luca Mussi, Youssef S. G. Nashed, Stefano Cagnoni
GPU-based asynchronous particle swarm optimization. GECCO (2011)