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RelTransformer: Balancing the Visual Relationship Detection from Local Context, Scene and Memory


Apr 24, 2021
Jun Chen, Aniket Agarwal, Sherif Abdelkarim, Deyao Zhu, Mohamed Elhoseiny


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Imaginative Walks: Generative Random Walk Deviation Loss for Improved Unseen Learning Representation


Apr 20, 2021
Mohamed Elhoseiny, Divyansh Jha, Kai Yi, Ivan Skorokhodov


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Aligning Latent and Image Spaces to Connect the Unconnectable


Apr 14, 2021
Ivan Skorokhodov, Grigorii Sotnikov, Mohamed Elhoseiny


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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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