Mohamed Elhoseiny, Ph.D.
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Memory Aware Synapses: Learning what (not) to forget
R Aljundi, F Babiloni, M Elhoseiny, M Rohrbach, T Tuytelaars
ECCV, 2018
4222018
Efficient Lifelong Learning with A-GEM
A Chaudhry, MA Ranzato, M Rohrbach, M Elhoseiny
International Conference on Learning Representations (ICLR), 2019
3552019
CAN: Creative Adversarial Networks, Generating" Art" by Learning About Styles and Deviating from Style Norms
A Elgammal, B Liu, M Elhoseiny, M Mazzone
International Conference on Computational Creativity (ICCC), 2017
312*2017
Write a classifier: Zero-shot learning using purely textual descriptions
M Elhoseiny, B Saleh, A Elgammal
Proceedings of the IEEE International Conference on Computer Vision, 2584-2591, 2013
2732013
Imagine it for me: Generative Adversarial Approach for Zero-Shot Learning from Noisy Texts
Y Zhu, M Elhoseiny, B Liu, A Elgammal
CVPR, 2018
271*2018
SPDA-CNN: Unifying Semantic Part Detection and Abstraction for Fine-grained Recognition
H Zhang, T Xu, M Elhoseiny, X Huang, S Zhang, A Elgammal, D Metaxas
CVPR, 2016
2362016
Continual learning with tiny episodic memories
A Chaudhry, M Rohrbach, M Elhoseiny, T Ajanthan, PK Dokania, ...
150*2019
Social-STGCNN: A Social Spatio-Temporal Graph Convolutional Neural Network for Human Trajectory Prediction
A Mohamed, K Qian, M *Elhoseiny, C *Claudel, * EqualAdvising
2020 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020
1272020
Learning hypergraph-regularized attribute predictors
S Huang, M Elhoseiny, A Elgammal, D Yang
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2015
1032015
Large-Scale Visual Relationship Understanding
J Zhang, Y Kalantidis, M Rohrbach, M Paluri, A Elgammal, M Elhoseiny
AAAI, 2019
1022019
Link the head to the" beak": Zero shot learning from noisy text description at part precision
M Elhoseiny, Y Zhu, H Zhang, A Elgammal
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017
842017
Relationship Proposal Networks
J Zhang*, M Elhoseiny*, S Cohen, W Chang, A Elgammal, ...
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2017
762017
Weather classification with deep convolutional neural networks
M Elhoseiny, S Huang, A Elgammal
2015 IEEE International Conference on Image Processing (ICIP), 3349-3353, 2015
752015
Uncertainty-guided Continual Learning with Bayesian Neural Networks
S Ebrahimi, M Elhoseiny, T Darrell, M Rohrbach
International Conference on Learning Representations (ICLR), 2020
722020
The Shape of Art History in the Eyes of the Machine
A Elgammal, M Mazzone, B Liu, D Kim, M Elhoseiny
AAAI, 2018
712018
A comparative analysis and study of multiview CNN models for joint object categorization and pose estimation
M Elhoseiny, T El-Gaaly, A Bakry, A Elgammal
International Conference on Machine learning, 888-897, 2016
53*2016
DeSIGN: Design Inspiration from Generative Networks
O Sbai, M Elhoseiny, A Bordes, Y LeCun, C Couprie
ECCVW, 2018
482018
Sherlock: Scalable Fact Learning in Images
M Elhoseiny, S Cohen, W Chang, B Price, A Elgammal
AAAI, 2017
48*2017
GDPP: Learning Diverse Generations Using Determinantal Point Process
M Elfeki, C Couprie, M Riviere, M Elhoseiny
Thirty-sixth International Conference on Machine Learning, 2019
442019
Video Segmentation using Teacher-Student Adaptation in a Human Robot Interaction (HRI) Setting
M Siam, C Jiang, S Lu, L Petrich, M Gamal, M Elhoseiny, M Jagersand
International Conference on Robotics and Automation (ICRA), 2019
432019
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Artigos 1–20