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Prem Natarajan
MEG: Multi-Evidence GNN for Multimodal Semantic Forensics

Nov 23, 2020
Ekraam Sabir, Ayush Jaiswal, Wael AbdAlmageed, Prem Natarajan

* To be published at ICPR 2020 
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Recurrent Convolutional Strategies for Face Manipulation Detection in Videos

May 16, 2019
Ekraam Sabir, Jiaxin Cheng, Ayush Jaiswal, Wael AbdAlmageed, Iacopo Masi, Prem Natarajan

* To appear at Workshop on Applications of Computer Vision and Pattern Recognition to Media Forensics at CVPR 2019 
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Image-to-GPS Verification Through A Bottom-Up Pattern Matching Network

Nov 18, 2018
Jiaxin Cheng, Yue Wu, Wael Abd-Almageed, Prem Natarajan


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Policy Design for Active Sequential Hypothesis Testing using Deep Learning

Oct 11, 2018
Dhruva Kartik, Ekraam Sabir, Urbashi Mitra, Prem Natarajan

* Accepted at 56th Annual Allerton Conference on Communication, Control, and Computing 
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A Byte-sized Approach to Named Entity Recognition

Sep 22, 2018
Emily Sheng, Prem Natarajan

* 6 pages, 5 tables, 1 figure 
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Deep Multimodal Image-Repurposing Detection

Aug 20, 2018
Ekraam Sabir, Wael AbdAlmageed, Yue Wu, Prem Natarajan

* To be published at ACM Multimeda 2018 (orals) 
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Learn to Combine Modalities in Multimodal Deep Learning

May 29, 2018
Kuan Liu, Yanen Li, Ning Xu, Prem Natarajan


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A Sequential Embedding Approach for Item Recommendation with Heterogeneous Attributes

May 28, 2018
Kuan Liu, Xing Shi, Prem Natarajan

* A shorter version appeared in ICDM 2017 SERecsys workshop 
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Implicit Language Model in LSTM for OCR

May 23, 2018
Ekraam Sabir, Stephen Rawls, Prem Natarajan

* 2017 14th IAPR International Conference on Document Analysis and Recognition (ICDAR), vol. 7 (2017) pp. 27-31 
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A Batch Learning Framework for Scalable Personalized Ranking

Nov 10, 2017
Kuan Liu, Prem Natarajan

* AAAI Conference on Artificial Intelligence 2018; Thirty-Second AAAI Conference on Artificial Intelligence 
 * AAAI 2018, Feb 2-7, New Orleans, USA 
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WMRB: Learning to Rank in a Scalable Batch Training Approach

Nov 10, 2017
Kuan Liu, Prem Natarajan

* RecSys 2017 Poster Proceedings, August 27-31, Como, Italy 
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An Investigation into the Pedagogical Features of Documents

Aug 01, 2017
Emily Sheng, Prem Natarajan, Jonathan Gordon, Gully Burns

* 12th Workshop on Innovative Use of NLP for Building Educational Applications (BEA) at EMNLP 2017; 12 pages 
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Deep Matching and Validation Network -- An End-to-End Solution to Constrained Image Splicing Localization and Detection

May 27, 2017
Yue Wu, Wael AbdAlmageed, Prem Natarajan

* 9 pages, 10 figures 
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Temporal Learning and Sequence Modeling for a Job Recommender System

Aug 11, 2016
Kuan Liu, Xing Shi, Anoop Kumar, Linhong Zhu, Prem Natarajan

* a shorter version in proceedings of RecSys Challenge 2016 
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Pooling Faces: Template based Face Recognition with Pooled Face Images

Jul 06, 2016
Tal Hassner, Iacopo Masi, Jungyeon Kim, Jongmoo Choi, Shai Harel, Prem Natarajan, Gerard Medioni

* Appeared in the IEEE Computer Society Workshop on Biometrics, IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), June, 2016 
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Face Recognition Using Deep Multi-Pose Representations

Mar 23, 2016
Wael AbdAlmageed, Yue Wua, Stephen Rawlsa, Shai Harel, Tal Hassner, Iacopo Masi, Jongmoo Choi, Jatuporn Toy Leksut, Jungyeon Kim, Prem Natarajan, Ram Nevatia, Gerard Medioni

* WACV 2016 
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Facial Landmark Detection with Tweaked Convolutional Neural Networks

Mar 21, 2016
Yue Wu, Tal Hassner, KangGeon Kim, Gerard Medioni, Prem Natarajan

* First two authors had joint first authorship / equal contribution 
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