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VisualGPT: Data-efficient Image Captioning by Balancing Visual Input and Linguistic Knowledge from Pretraining

Feb 20, 2021
Jun Chen, Han Guo, Kai Yi, Boyang Li, Mohamed Elhoseiny


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ArtEmis: Affective Language for Visual Art

Jan 19, 2021
Panos Achlioptas, Maks Ovsjanikov, Kilichbek Haydarov, Mohamed Elhoseiny, Leonidas Guibas

* https://artemisdataset.org 

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CIZSL++: Creativity Inspired Generative Zero-Shot Learning

Jan 01, 2021
Mohamed Elhoseiny, Kai Yi, Mohamed Elfeki

* https://openaccess.thecvf.com/content_ICCV_2019/papers/Elhoseiny_Creativity_Inspired_Zero-Shot_Learning_ICCV_2019_paper.pdf 
* This paper is an extended version of a paper published on the International Conference on Computer Vision (ICCV), held in Seoul, Republic of Korea, October 27-Nov 2nd, 2019 CIZSL-v2 code is available here https://github.com/Elhoseiny-VisionCAIR-Lab/CIZSL.v2/. arXiv admin note: substantial text overlap with arXiv:1904.01109 

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Adversarial Generation of Continuous Images

Nov 24, 2020
Ivan Skorokhodov, Savva Ignatyev, Mohamed Elhoseiny

* 19 pages, 17 figures 

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Temporal Positive-unlabeled Learning for Biomedical Hypothesis Generation via Risk Estimation

Oct 05, 2020
Uchenna Akujuobi, Jun Chen, Mohamed Elhoseiny, Michael Spranger, Xiangliang Zhang

* Accepted for Neurips 2020 

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Normalization Matters in Zero-Shot Learning

Jun 19, 2020
Ivan Skorokhodov, Mohamed Elhoseiny

* 22 pages, 7 figures, 7 tables 

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Inner Ensemble Nets

Jun 15, 2020
Abduallah Mohamed, Muhammed Mohaimin Sadiq, Ehab AlBadawy, Mohamed Elhoseiny, Christian Claudel


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Long-tail Visual Relationship Recognition with a Visiolinguistic Hubless Loss

Apr 20, 2020
Sherif Abdelkarim, Panos Achlioptas, Jiaji Huang, Boyang Li, Kenneth Church, Mohamed Elhoseiny


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Efficient long-distance relation extraction with DG-SpanBERT

Apr 07, 2020
Jun Chen, Robert Hoehndorf, Mohamed Elhoseiny, Xiangliang Zhang


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Social-STGCNN: A Social Spatio-Temporal Graph Convolutional Neural Network for Human Trajectory Prediction

Mar 24, 2020
Abduallah Mohamed, Kun Qian, Mohamed Elhoseiny, Christian Claudel

* Accepted by CVPR 2020 

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Uncertainty-guided Continual Learning with Bayesian Neural Networks

Jun 06, 2019
Sayna Ebrahimi, Mohamed Elhoseiny, Trevor Darrell, Marcus Rohrbach


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Creativity Inspired Zero-Shot Learning

Apr 17, 2019
Mohamed Elhoseiny, Mohamed Elfeki


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Continual Learning with Tiny Episodic Memories

Mar 20, 2019
Arslan Chaudhry, Marcus Rohrbach, Mohamed Elhoseiny, Thalaiyasingam Ajanthan, Puneet K. Dokania, Philip H. S. Torr, Marc'Aurelio Ranzato


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Semi-Supervised Few-Shot Learning with Local and Global Consistency

Mar 06, 2019
Ahmed Ayyad, Nassir Navab, Mohamed Elhoseiny, Shadi Albarqouni


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Efficient Lifelong Learning with A-GEM

Jan 09, 2019
Arslan Chaudhry, Marc'Aurelio Ranzato, Marcus Rohrbach, Mohamed Elhoseiny

* Published as a conference paper at ICLR 2019 

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Exploring the Challenges towards Lifelong Fact Learning

Dec 26, 2018
Mohamed Elhoseiny, Francesca Babiloni, Rahaf Aljundi, Marcus Rohrbach, Manohar Paluri, Tinne Tuytelaars

* This work got published at ACCV 2018 as a main conference paper 

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GDPP: Learning Diverse Generations Using Determinantal Point Process

Dec 05, 2018
Mohamed Elfeki, Camille Couprie, Morgane Riviere, Mohamed Elhoseiny


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Video Segmentation using Teacher-Student Adaptation in a Human Robot Interaction (HRI) Setting

Oct 17, 2018
Mennatullah Siam, Chen Jiang, Steven Lu, Laura Petrich, Mahmoud Gamal, Mohamed Elhoseiny, Martin Jagersand

* Submitted to ICRA'19 

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Memory Aware Synapses: Learning what (not) to forget

Oct 05, 2018
Rahaf Aljundi, Francesca Babiloni, Mohamed Elhoseiny, Marcus Rohrbach, Tinne Tuytelaars

* ECCV 2018 

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Large-Scale Visual Relationship Understanding

Sep 14, 2018
Ji Zhang, Yannis Kalantidis, Marcus Rohrbach, Manohar Paluri, Ahmed Elgammal, Mohamed Elhoseiny


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DeSIGN: Design Inspiration from Generative Networks

Sep 14, 2018
Othman Sbai, Mohamed Elhoseiny, Antoine Bordes, Yann LeCun, Camille Couprie


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Choose Your Neuron: Incorporating Domain Knowledge through Neuron-Importance

Aug 08, 2018
Ramprasaath R. Selvaraju, Prithvijit Chattopadhyay, Mohamed Elhoseiny, Tilak Sharma, Dhruv Batra, Devi Parikh, Stefan Lee

* In Proceedings of ECCV 2018 

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A Generative Adversarial Approach for Zero-Shot Learning from Noisy Texts

May 19, 2018
Yizhe Zhu, Mohamed Elhoseiny, Bingchen Liu, Xi Peng, Ahmed Elgammal

* To appear in CVPR18 

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The Shape of Art History in the Eyes of the Machine

Feb 12, 2018
Ahmed Elgammal, Marian Mazzone, Bingchen Liu, Diana Kim, Mohamed Elhoseiny


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Link the head to the "beak": Zero Shot Learning from Noisy Text Description at Part Precision

Sep 04, 2017
Mohamed Elhoseiny, Yizhe Zhu, Han Zhang, Ahmed Elgammal

* Accepted by CVPR'17 

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CAN: Creative Adversarial Networks, Generating "Art" by Learning About Styles and Deviating from Style Norms

Jun 21, 2017
Ahmed Elgammal, Bingchen Liu, Mohamed Elhoseiny, Marian Mazzone

* This paper is an extended version of a paper published on the eighth International Conference on Computational Creativity (ICCC), held in Atlanta, GA, June 20th-June 22nd, 2017 

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Overlapping Cover Local Regression Machines

Jan 05, 2017
Mohamed Elhoseiny, Ahmed Elgammal

* Long Article with more experiments and analysis of conference paper "Overlapping Domain Cover for Scalable and Accurate Regression Kernel Machines", presented orally 2015 at the British Machine Vision Conference 2015 (BMVC) 

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