Youssef S. G. Nashed

31 papers A 1B 1C 2Misc 2Journal 13Unranked 12

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Differentiable simulation of a liquid argon time projection chamber. Mach. Learn. Sci. Technol. Sean Gasiorowski, Yifan Chen, Youssef S. G. Nashed, Pierre Granger, Camelia Mironov, Ka Vang Tsang, Daniel Ratner, Kazuhiro Terao
2022	—	`conf`	CryoAI: Amortized Inference of Poses for Ab Initio Reconstruction of 3D Molecular Volumes from Real Cryo-EM Images. ECCV (21) Axel Levy, Frédéric Poitevin, Julien N. P. Martel, Youssef S. G. Nashed, Ariana Peck, Nina Miolane, Daniel Ratner, Mike Dunne, Gordon Wetzstein
2022	J	`jnl`	CryoAI: Amortized Inference of Poses for Ab Initio Reconstruction of 3D Molecular Volumes from Real Cryo-EM Images. CoRR Axel Levy, Frédéric Poitevin, Julien N. P. Martel, Youssef S. G. Nashed, Ariana Peck, Nina Miolane, Daniel Ratner, Mike Dunne, Gordon Wetzstein
2022	J	`jnl`	Heterogeneous reconstruction of deformable atomic models in Cryo-EM. CoRR Youssef S. G. Nashed, Ariana Peck, Julien N. P. Martel, Axel Levy, Bongjin Koo, Gordon Wetzstein, Nina Miolane, Daniel Ratner, Frédéric Poitevin
2022	J	`jnl`	Implicit Neural Representation as a Differentiable Surrogate for Photon Propagation in a Monolithic Neutrino Detector. CoRR Minjie Lei, Ka Vang Tsang, Sean Gasiorowski, Chuan Li, Youssef S. G. Nashed, Gianluca Petrillo, Olivia Piazza, Daniel Ratner, Kazuhiro Terao
2021	—	`conf`	CryoPoseNet: End-to-End Simultaneous Learning of Single-particle Orientation and 3D Map Reconstruction from Cryo-electron Microscopy Data. ICCVW Youssef S. G. Nashed, Frédéric Poitevin, Harshit Gupta, Geoffrey Woollard, Michael Kagan, Chun Hong Yoon, Daniel Ratner
2021	J	`jnl`	End-to-End Simultaneous Learning of Single-particle Orientation and 3D Map Reconstruction from Cryo-electron Microscopy Data. CoRR Youssef S. G. Nashed, Frédéric Poitevin, Harshit Gupta, Geoffrey Woollard, Michael Kagan, Chuck Yoon, Daniel Ratner
2020	J	`jnl`	Fast Automatic Knot Placement Method for Accurate B-spline Curve Fitting. Comput. Aided Des. Raine Yeh, Youssef S. G. Nashed, Tom Peterka, Xavier Tricoche
2020	J	`jnl`	InSituNet: Deep Image Synthesis for Parameter Space Exploration of Ensemble Simulations. IEEE Trans. Vis. Comput. Graph. Wenbin He, Junpeng Wang, Hanqi Guo, Ko-Chih Wang, Han-Wei Shen, Mukund Raj, Youssef S. G. Nashed, Tom Peterka
2020	J	`jnl`	Real-time 3D Nanoscale Coherent Imaging via Physics-aware Deep Learning. CoRR Henry Chan, Youssef S. G. Nashed, Saugat Kandel, Stephan Hruszkewycz, Subramanian Sankaranarayanan, Ross J. Harder, Mathew J. Cherukara
2020	J	`jnl`	Real-time sparse-sampled Ptychographic imaging through deep neural networks. CoRR Mathew J. Cherukara, Tao Zhou, Youssef S. G. Nashed, Pablo Enfedaque, Alex Hexemer, Ross J. Harder, Martin V. Holt
2019	J	`jnl`	InSituNet: Deep Image Synthesis for Parameter Space Exploration of Ensemble Simulations. CoRR Wenbin He, Junpeng Wang, Hanqi Guo, Ko-Chih Wang, Han-Wei Shen, Mukund Raj, Youssef S. G. Nashed, Tom Peterka
2019	—	`conf`	Rational Approximation of Scientific Data. ICCS (1) Youssef S. G. Nashed, Tom Peterka, Vijay Mahadevan, Iulian R. Grindeanu
2019	C	`conf`	Scalable, High-Order Continuity Across Block Boundaries of Functional Approximations Computed in Parallel. CLUSTER Iulian R. Grindeanu, Tom Peterka, Vijay S. Mahadevan, Youssef S. G. Nashed
2018	B	`conf`	ADP: Automatic differentiation ptychography. ICCP Sushobhan Ghosh, Youssef S. G. Nashed, Oliver Cossairt, Aggelos K. Katsaggelos
2018	—	`conf`	Foundations of Multivariate Functional Approximation for Scientific Data. LDAV Tom Peterka, Youssef S. G. Nashed, Iulian R. Grindeanu, Vijay S. Mahadevan, Raine Yeh, Xavier Tricoche
2018	J	`jnl`	Real-time coherent diffraction inversion using deep generative networks. CoRR Mathew J. Cherukara, Youssef S. G. Nashed, Ross J. Harder
2017	Misc	`conf`	Distributed Automatic Differentiation for Ptychography. ICCS Youssef S. G. Nashed, Tom Peterka, Junjing Deng, Chris Jacobsen
2013	—	`conf`	2D-PAGE Texture Classification using Support Vector Machines and Genetic Algorithms - An Hybrid Approach for Texture Image Analysis. BIOINFORMATICS Carlos Fernandez-Lozano, José A. Seoane, Pablo Mesejo, Youssef S. G. Nashed, Stefano Cagnoni, Julián Dorado
2013	—	`conf`	Algorithm configuration using GPU-based metaheuristics. GECCO (Companion) Roberto Ugolotti, Youssef S. G. Nashed, Pablo Mesejo, Stefano Cagnoni
2013	Misc	`conf`	GPU-Based Automatic Configuration of Differential Evolution: A Case Study. EPIA Roberto Ugolotti, Pablo Mesejo, Youssef S. G. Nashed, Stefano Cagnoni
2013	—	`conf`	Gesturing at Subswarms: Towards Direct Human Control of Robot Swarms. TAROS Gaëtan Podevijn, Rehan O'Grady, Youssef S. G. Nashed, Marco Dorigo
2013	J	`jnl`	Particle Swarm Optimization and Differential Evolution for model-based object detection. Appl. Soft Comput. Roberto Ugolotti, Youssef S. G. Nashed, Pablo Mesejo, Spela Ivekovic, Luca Mussi, Stefano Cagnoni
2013	—	`conf`	Texture Classification of Proteins Using Support Vector Machines and Bio-inspired Metaheuristics. BIOSTEC (Selected Papers) Carlos Fernandez-Lozano, José A. Seoane, Pablo Mesejo, Youssef S. G. Nashed, Stefano Cagnoni, Julián Dorado
2012	—	`conf`	A Comparative Study of Three GPU-Based Metaheuristics. PPSN (2) Youssef S. G. Nashed, Pablo Mesejo, Roberto Ugolotti, Jérémie Dubois-Lacoste, Stefano Cagnoni
2012	—	`conf`	First results and future developments of the MIBISOC Project in the IBISlab of the university of parma. GECCO (Companion) Stefano Cagnoni, Oscar Cordón, Pablo Mesejo, Youssef S. G. Nashed, Roberto Ugolotti
2012	C	`conf`	GPU Hierarchical Quilted Self Organizing Maps for Multimedia Understanding. ISM Youssef S. G. Nashed
2012	J	`jnl`	Multi-View Human Body Pose Estimation with CUDA-PSO. Int. J. Adapt. Resilient Auton. Syst. Luca Mussi, Spela Ivekovic, Youssef S. G. Nashed, Stefano Cagnoni
2012	—	`conf`	Real-Time GPU Based Road Sign Detection and Classification. PPSN (1) Roberto Ugolotti, Youssef S. G. Nashed, Stefano Cagnoni
2012	—	`conf`	libCudaOptimize: an open source library of GPU-based metaheuristics. GECCO (Companion) Youssef S. G. Nashed, Roberto Ugolotti, Pablo Mesejo, Stefano Cagnoni
2011	A	`conf`	GPU-based asynchronous particle swarm optimization. GECCO Luca Mussi, Youssef S. G. Nashed, Stefano Cagnoni