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Mohamed Elhoseiny, Ph.D.
Mohamed Elhoseiny, Ph.D.
Associate Professor, KAUST (hiring postdocs & grad students)| CreativAI
Verifisert e-postadresse på cs.stanford.edu - Startside
Tittel
Sitert av
Sitert av
År
Minigpt-4: Enhancing vision-language understanding with advanced large language models
D Zhu, J Chen, X Shen, X Li, M Elhoseiny
ICLR2024 paper: arXiv preprint arXiv:2304.10592, 2023
26972023
Memory Aware Synapses: Learning what (not) to forget
R Aljundi, F Babiloni, M Elhoseiny, M Rohrbach, T Tuytelaars
European Conference on Computer Vision (ECCV), 2018
19612018
Efficient Lifelong Learning with A-GEM
A Chaudhry, MA Ranzato, M Rohrbach, M Elhoseiny
International Conference on Learning Representations (ICLR), 2019
17062019
Continual learning with tiny episodic memories
A Chaudhry, M Rohrbach, M Elhoseiny, T Ajanthan, P Dokania, P Torr, ...
Workshop on Multi-Task and Lifelong Reinforcement Learning, 2019
1061*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
9892020
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
906*2017
PointNeXt: Revisiting PointNet++ with Improved Training and Scaling Strategies
G Qian, Y Li, H Peng, J Mai, HAAK Hammoud, M Elhoseiny, B Ghanem
Thirty-Sixth Conference on Neural Information Processing Systems. NeurIPS 2022, 2022
7242022
Minigpt-v2: large language model as a unified interface for vision-language multi-task learning
J Chen, D Zhu, X Shen, X Li, Z Liu, P Zhang, R Krishnamoorthi, ...
arXiv preprint arXiv:2310.09478, 2023
5672023
Imagine it for me: Generative Adversarial Approach for Zero-Shot Learning from Noisy Texts
Y Zhu, M Elhoseiny, B Liu, A Elgammal
CVPR, 2018
495*2018
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
3932013
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
3742016
ReferIt3D: Neural Listeners for Fine-Grained 3D Object Identification in Real-World Scenes
P Achlioptas, A Abdelreheem, F Xia, M Elhoseiny, L Guibas
16th European Conference on Computer Vision (ECCV), 2020
3072020
StyleGAN-V: A Continuous Video Generator with the Price, Image Quality and Perks of StyleGAN2
I Skorokhodov, S Tulyakov, M Elhoseiny
2022 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022
3032022
VisualGPT: Data-efficient adaptation of pretrained language models for image captioning
J Chen, H Guo, K Yi, B Li, M Elhoseiny
2022 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022
2762022
Uncertainty-guided Continual Learning with Bayesian Neural Networks
S Ebrahimi, M Elhoseiny, T Darrell, M Rohrbach
International Conference on Learning Representations (ICLR), 2020
2712020
ArtEmis: Affective Language for Visual Art
P Achlioptas, M Ovsjanikov, K Haydarov, M Elhoseiny, L Guibas
2021 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021
1952021
Adversarial Generation of Continuous Images
I Skorokhodov, S Ignatyev, M Elhoseiny
2021 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021
1952021
Large-Scale Visual Relationship Understanding
J Zhang, Y Kalantidis, M Rohrbach, M Paluri, A Elgammal, M Elhoseiny
AAAI, 2019
1842019
The Shape of Art History in the Eyes of the Machine
A Elgammal, M Mazzone, B Liu, D Kim, M Elhoseiny
AAAI, 2018
1812018
Learning hypergraph-regularized attribute predictors
S Huang, M Elhoseiny, A Elgammal, D Yang
Proceedings of the IEEE conference on computer vision and pattern …, 2015
1622015
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Artikler 1–20