Следене
Gamaleldin Elsayed
Gamaleldin Elsayed
Senior Research Scientist, Google Research, Brain Team
Потвърден имейл адрес: google.com - Начална страница
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Позовавания
Позовавания
Година
Gemini: a family of highly capable multimodal models
G Team, R Anil, S Borgeaud, Y Wu, JB Alayrac, J Yu, R Soricut, ...
arXiv preprint arXiv:2312.11805, 2023
4372023
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
3632018
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
3492016
Large margin deep networks for classification
G Elsayed, D Krishnan, H Mobahi, K Regan, S Bengio
Advances in neural information processing systems 31, 2018
2912018
Scaling vision transformers to 22 billion parameters
M Dehghani, J Djolonga, B Mustafa, P Padlewski, J Heek, J Gilmer, ...
International Conference on Machine Learning, 7480-7512, 2023
2562023
Adversarial reprogramming of neural networks
GF Elsayed, I Goodfellow, J Sohl-Dickstein
arXiv preprint arXiv:1806.11146, 2018
1732018
Structure in neural population recordings: an expected byproduct of simpler phenomena?
GF Elsayed, JP Cunningham
Nature neuroscience 20 (9), 1310-1318, 2017
1582017
Conditional Object-Centric Learning from Video
T Kipf*, GF Elsayed*, A Mahendran*, A Stone*, S Sabour, G Heigold, ...
arXiv preprint arXiv:2111.12594, 2021
1512021
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
1492021
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
1332017
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
1052020
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
1002018
Savi++: Towards end-to-end object-centric learning from real-world videos
G Elsayed, A Mahendran, S Van Steenkiste, K Greff, MC Mozer, T Kipf
Advances in Neural Information Processing Systems 35, 28940-28954, 2022
862022
Saccader: Improving accuracy of hard attention models for vision
G Elsayed, S Kornblith, QV Le
Advances in Neural Information Processing Systems 32, 2019
852019
Revisiting spatial invariance with low-rank local connectivity
G Elsayed, P Ramachandran, J Shlens, S Kornblith
International Conference on Machine Learning, 2868-2879, 2020
472020
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
25*2020
Invariant slot attention: Object discovery with slot-centric reference frames
O Biza, S Van Steenkiste, MSM Sajjadi, GF Elsayed, A Mahendran, T Kipf
arXiv preprint arXiv:2302.04973, 2023
182023
Beyond human data: Scaling self-training for problem-solving with language models
A Singh, JD Co-Reyes, R Agarwal, A Anand, P Patil, PJ Liu, J Harrison, ...
arXiv preprint arXiv:2312.06585, 2023
172023
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
152020
Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
M Reid, N Savinov, D Teplyashin, D Lepikhin, T Lillicrap, J Alayrac, ...
arXiv preprint arXiv:2403.05530, 2024
62024
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