Publications (34)
Toward a Taxonomy and Computational Models of Abnormalities in Images
Babak Saleh, Ahmed Elgammal, Jacob Feldman +1
CAN: Creative Adversarial Networks, Generating "Art" by Learning About Styles and Deviating from Style Norms
Ahmed Elgammal, Bingchen Liu, Mohamed Elhoseiny +1
Quantifying Creativity in Art Networks
Ahmed Elgammal, Babak Saleh
Automatic Annotation of Structured Facts in Images
Mohamed Elhoseiny, Scott Cohen, Walter Chang +2
Write a Classifier: Predicting Visual Classifiers from Unstructured Text
Mohamed Elhoseiny, Ahmed Elgammal, Babak Saleh
Tell and Predict: Kernel Classifier Prediction for Unseen Visual Classes from Unstructured Text Descriptions
Mohamed Elhoseiny, Ahmed Elgammal, Babak Saleh
Learning Kernels for Structured Prediction using Polynomial Kernel Transformations
Chetan Tonde, Ahmed Elgammal
Collaborative Discriminant Locality Preserving Projections With its Application to Face Recognition
Sheng Huang, Dan Yang, Dong Yang +1
A Multilayer-Based Framework for Online Background Subtraction with Freely Moving Cameras
Yizhe Zhu, Ahmed Elgammal
The Role of Typicality in Object Classification: Improving The Generalization Capacity of Convolutional Neural Networks
Babak Saleh, Ahmed Elgammal, Jacob Feldman
Learning Hypergraph-regularized Attribute Predictors
Sheng Huang, Mohamed Elhoseiny, Ahmed Elgammal +1
On The Effect of Hyperedge Weights On Hypergraph Learning
Sheng Huang, Ahmed Elgammal, Dan Yang
Abnormal Object Recognition: A Comprehensive Study
Babak Saleh, Ali Farhadi, Ahmed Elgammal
Supervised Dimensionality Reduction via Distance Correlation Maximization
Praneeth Vepakomma, Chetan Tonde, Ahmed Elgammal
Text to Multi-level MindMaps: A Novel Method for Hierarchical Visual Abstraction of Natural Language Text
Mohamed Elhoseiny, Ahmed Elgammal
Learning Hypergraph Labeling for Feature Matching
Toufiq Parag, Vladimir Pavlovic, Ahmed Elgammal
Overlapping Cover Local Regression Machines
Mohamed Elhoseiny, Ahmed Elgammal
A Spectral Theory for Tensors
Edinah K. Gnang, Ahmed Elgammal, Vladimir Retakh
Picasso, Matisse, or a Fake? Automated Analysis of Drawings at the Stroke Level for Attribution and Authentication
Ahmed Elgammal, Yan Kang, Milko Den Leeuw
Computational Beauty: Aesthetic Judgment at the Intersection of Art and Science
Emily L. Spratt, Ahmed Elgammal
Generalized Twin Gaussian Processes using Sharma-Mittal Divergence
Mohamed Elhoseiny, Ahmed Elgammal
Sherlock: Scalable Fact Learning in Images
Mohamed Elhoseiny, Scott Cohen, Walter Chang +2
DISCOMAX: A Proximity-Preserving Distance Correlation Maximization Algorithm
Praneeth Vepakomma, Ahmed Elgammal
Large-scale Classification of Fine-Art Paintings: Learning The Right Metric on The Right Feature
Babak Saleh, Ahmed Elgammal
Toward Automated Discovery of Artistic Influence
Babak Saleh, Kanako Abe, Ravneet Singh Arora +1
The Digital Humanities Unveiled: Perceptions Held by Art Historians and Computer Scientists about Computer Vision Technology
Emily L. Spratt, Ahmed Elgammal
Link the head to the "beak": Zero Shot Learning from Noisy Text Description at Part Precision
Mohamed Elhoseiny, Yizhe Zhu, Han Zhang +1
Digging Deep into the layers of CNNs: In Search of How CNNs Achieve View Invariance
Amr Bakry, Mohamed Elhoseiny, Tarek El-Gaaly +1
Convolutional Models for Joint Object Categorization and Pose Estimation
Mohamed Elhoseiny, Tarek El-Gaaly, Amr Bakry +1
Modelling depth for nonparametric foreground segmentation using RGBD devices
Gabriel Moyà -Alcover, Ahmed Elgammal, Antoni Jaume-i-Capó +1
Manifold-Kernels Comparison in MKPLS for Visual Speech Recognition
Amr Bakry, Ahmed Elgammal
Zero-Shot Event Detection by Multimodal Distributional Semantic Embedding of Videos
Mohamed Elhoseiny, Jingen Liu, Hui Cheng +2
Factorization of View-Object Manifolds for Joint Object Recognition and Pose Estimation
Haopeng Zhang, Tarek El-Gaaly, Ahmed Elgammal +1
Visual-Semantic Scene Understanding by Sharing Labels in a Context Network
Ishani Chakraborty, Ahmed Elgammal