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Gamaleldin Elsayed
Gamaleldin Elsayed
Senior Research Scientist, Google Research, Brain Team
Zweryfikowany adres z google.com - Strona główna
Tytuł
Cytowane przez
Cytowane przez
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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
2922018
Reorganization between preparatory and movement population responses in motor cortex
GF Elsayed, AH Lara, MT Kaufman, MM Churchland, JP Cunningham
Nature communications 7 (1), 13239, 2016
2592016
Large margin deep networks for classification
G Elsayed, D Krishnan, H Mobahi, K Regan, S Bengio
Advances in neural information processing systems 31, 2018
2202018
Structure in neural population recordings: an expected byproduct of simpler phenomena?
GF Elsayed, JP Cunningham
Nature neuroscience 20 (9), 1310-1318, 2017
1172017
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
1072017
Adversarial reprogramming of neural networks
GF Elsayed, I Goodfellow, J Sohl-Dickstein
arXiv preprint arXiv:1806.11146, 2018
892018
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
752020
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
752018
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
672021
Saccader: Improving accuracy of hard attention models for vision
G Elsayed, S Kornblith, QV Le
Advances in Neural Information Processing Systems 32, 2019
562019
Conditional Object-Centric Learning from Video
T Kipf*, GF Elsayed*, A Mahendran*, A Stone*, S Sabour, G Heigold, ...
arXiv preprint arXiv:2111.12594, 2021
482021
Revisiting spatial invariance with low-rank local connectivity
G Elsayed, P Ramachandran, J Shlens, S Kornblith
International Conference on Machine Learning, 2868-2879, 2020
252020
Value and choice as separable and stable representations in orbitofrontal cortex
DL Kimmel, GF Elsayed, JP Cunningham, WT Newsome
Nature communications 11 (1), 3466, 2020
18*2020
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
112022
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
Accurate and interpretable classification with hard attention
G Elsayed, S Kornblith, QV Le
US Patent 11,475,277, 2022
62022
Conservation of preparatory neural events regardless of how movement is initiated
AH Lara, GF Elsayed, JP Cunningham, MM Churchland
bioRxiv, 189035, 2017
32017
Neural network online training with sensitivity to multiscale temporal structure
M Jones, D Mayo, T Scott, M Ren, G ElSayed, K Hermann, MC Mozer
NeurIPS workshop on Memory in Artificial and Real Intelligence (MemARI), 2022
12022
Conditional Object-Centric Learning with Slot Attention for Video and Other Sequential Data
T Kipf, G Elsayed, A Mahendran, AC Stone, SSR Aghdam, G Heigold, ...
US Patent App. 17/726,374, 2022
2022
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
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