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Gamaleldin Elsayed
Gamaleldin Elsayed
Senior Research Scientist, Google Research, Brain Team
Verified email at google.com - Homepage
Title
Cited by
Cited by
Year
Adversarial examples that fool both computer vision and time-limited humans
G Elsayed, S Shankar, B Cheung, N Papernot, A Kurakin, I Goodfellow, ...
Advances in neural information processing systems 31, 2018
2782018
Reorganization between preparatory and movement population responses in motor cortex
GF Elsayed, AH Lara, MT Kaufman, MM Churchland, JP Cunningham
Nature communications 7 (1), 1-15, 2016
2432016
Large margin deep networks for classification
G Elsayed, D Krishnan, H Mobahi, K Regan, S Bengio
Advances in neural information processing systems 31, 2018
1982018
Structure in neural population recordings: an expected byproduct of simpler phenomena?
GF Elsayed, JP Cunningham
Nature neuroscience 20 (9), 1310-1318, 2017
1112017
Behaviorally selective engagement of short-latency effector pathways by motor cortex
A Miri, CL Warriner, JS Seely, GF Elsayed, JP Cunningham, ...
Neuron 95 (3), 683-696. e11, 2017
962017
Conservation of preparatory neural events in monkey motor cortex regardless of how movement is initiated
AH Lara, GF Elsayed, AJ Zimnik, JP Cunningham, MM Churchland
elife 7, e31826, 2018
712018
Adversarial reprogramming of neural networks
GF Elsayed, I Goodfellow, J Sohl-Dickstein
arXiv preprint arXiv:1806.11146, 2018
702018
Excitatory and inhibitory subnetworks are equally selective during decision-making and emerge simultaneously during learning
F Najafi, GF Elsayed, R Cao, E Pnevmatikakis, PE Latham, ...
Neuron 105 (1), 165-179. e8, 2020
672020
Saccader: improving accuracy of hard attention models for vision
G Elsayed, S Kornblith, QV Le
Advances in Neural Information Processing Systems 32, 2019
472019
Rsn: Range sparse net for efficient, accurate lidar 3d object detection
P Sun, W Wang, Y Chai, G Elsayed, A Bewley, X Zhang, C Sminchisescu, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
372021
Conditional Object-Centric Learning from Video
T Kipf*, GF Elsayed*, A Mahendran*, A Stone*, S Sabour, G Heigold, ...
arXiv preprint arXiv:2111.12594, 2021
232021
Revisiting spatial invariance with low-rank local connectivity
G Elsayed, P Ramachandran, J Shlens, S Kornblith
International Conference on Machine Learning, 2868-2879, 2020
192020
Value and choice as separable and stable representations in orbitofrontal cortex
DL Kimmel, GF Elsayed, JP Cunningham, WT Newsome
Nature communications 11 (1), 1-19, 2020
17*2020
Addressing the real-world class imbalance problem in dermatology
WH Weng, J Deaton, V Natarajan, GF Elsayed, Y Liu
Machine Learning for Health, 415-429, 2020
72020
Conservation of preparatory neural events regardless of how movement is initiated
AH Lara, GF Elsayed, JP Cunningham, MM Churchland
bioRxiv, 189035, 2017
32017
Savi++: Towards end-to-end object-centric learning from real-world videos
GF Elsayed, A Mahendran, S van Steenkiste, K Greff, MC Mozer, T Kipf
arXiv preprint arXiv:2206.07764, 2022
22022
Accurate and Interpretable Classification with Hard Attention
G Elsayed, S Kornblith, QV Le
US Patent App. 15/931,106, 2020
22020
Human susceptibility to subtle adversarial image manipulations with unlimited exposure time
V Veerabadran, J Shlens, MC Mozer, J Sohl-Dickstein, GF Elsayed
Journal of Vision 21 (9), 2251-2251, 2021
2021
Neural Network Layers with a Controlled Degree of Spatial Invariance
G Elsayed, P Ramachandran, J Shlens, S Kornblith
US Patent App. 17/121,161, 2021
2021
Excitatory and inhibitory neural populations coordinate to drive decisions in both novice and expert subjects
F Najafi, A Churchland, GF Elsayed, E Pnevmatikakis, JP Cunningham
Cosyne Abstracts 2017, Salt Lake City USA., 2018
2018
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