Babak Saleh

Publication Activity (10 Years)

Years Active: 2010-2017
Publications (10 Years): 7

Top Topics

Object Classification

Automated Discovery

Computational Models

Unstructured Text

Top Venues

Graphics Interface

Multim. Tools Appl.

Publications

Mohamed Elhoseiny, Ahmed M. Elgammal, Babak Saleh
Write a Classifier: Predicting Visual Classifiers from Unstructured Text. IEEE Trans. Pattern Anal. Mach. Intell. 39 (12) (2017)
Babak Saleh, Ahmed M. Elgammal, Jacob Feldman, Ali Farhadi
Toward a Taxonomy and Computational Models of Abnormalities in Images. AAAI (2016)
Babak Saleh, Ahmed M. Elgammal, Jacob Feldman
Incorporating Prototype Theory in Convolutional Neural Networks. IJCAI (2016)
Mohamed Elhoseiny, Ahmed M. Elgammal, Babak Saleh
Write a Classifier: Predicting Visual Classifiers from Unstructured Text Descriptions. CoRR (2016)
Babak Saleh, Ahmed M. Elgammal, Jacob Feldman
The Role of Typicality in Object Classification: Improving The Generalization Capacity of Convolutional Neural Networks. CoRR (2016)
Babak Saleh
Wow! that looks strange: computational models for detection and reasoning about abnormalities in images. AI Matters 2 (3) (2016)
Babak Saleh, Kanako Abe, Ravneet Singh Arora, Ahmed M. Elgammal
Toward automated discovery of artistic influence. Multim. Tools Appl. 75 (7) (2016)
Babak Saleh, Mira Dontcheva, Aaron Hertzmann, Zhicheng Liu
Learning Style Similarity for Searching Infographics. CoRR (2015)
Babak Saleh, Ahmed M. Elgammal
Large-scale Classification of Fine-Art Paintings: Learning The Right Metric on The Right Feature. CoRR (2015)
Mohamed Elhoseiny, Ahmed M. Elgammal, Babak Saleh
Tell and Predict: Kernel Classifier Prediction for Unseen Visual Classes from Unstructured Text Descriptions. CoRR (2015)
Ahmed M. Elgammal, Babak Saleh
Quantifying Creativity in Art Networks. CoRR (2015)
Babak Saleh, Mira Dontcheva, Aaron Hertzmann, Zhicheng Liu
Learning style similarity for searching infographics. Graphics Interface (2015)
Babak Saleh, Ahmed M. Elgammal, Jacob Feldman, Ali Farhadi
Toward a Taxonomy and Computational Models of Abnormalities in Images. CoRR (2015)
Babak Saleh, Ahmed M. Elgammal
A Unified Framework for Painting Classification. ICDM Workshops (2015)
Ahmed M. Elgammal, Babak Saleh
Quantifying Creativity in Art Networks. ICCC (2015)
Babak Saleh, Kanako Abe, Ravneet Singh Arora, Ahmed M. Elgammal
Toward Automated Discovery of Artistic Influence. CoRR (2014)
Babak Saleh, Ali Farhadi, Ahmed M. Elgammal
Abnormal Object Recognition: A Comprehensive Study. CoRR (2014)
Babak Saleh, Kanako Abe, Ahmed M. Elgammal
Knowledge Discovery of Artistic Influences: A Metric Learning Approach. ICCC (2014)
Mohamed Elhoseiny, Babak Saleh, Ahmed M. Elgammal
Write a Classifier: Zero-Shot Learning Using Purely Textual Descriptions. ICCV (2013)
Babak Saleh, Ali Farhadi, Ahmed M. Elgammal
Object-Centric Anomaly Detection by Attribute-Based Reasoning. CVPR (2013)
Kanako Abe, Babak Saleh, Ahmed M. Elgammal
An Early Framework for Determining Artistic Influence. ICIAP Workshops (2013)
Babak Saleh, Mohammad Rastegari
Object Detection using Pictorial Structure of Gabor Template. VISAPP (2) (2010)