Prem Natarajan

162 papers A* 18A 25B 18C 1Misc 6Journal 43Unranked 49

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	BioTamperNet: Affinity-Guided State-Space Model Detecting Tampered Biomedical Images. CoRR Soumyaroop Nandi, Prem Natarajan
2026	J	`jnl`	Can Image Splicing and Copy-Move Forgery Be Detected by the Same Model? Forensim: An Attention-Based State-Space Approach. CoRR Soumyaroop Nandi, Prem Natarajan
2026	A*	`conf`	Rescind: Countering Image Misconduct in Biomedical Publications with Vision-Language and State-Space Modeling. AAAI Soumyaroop Nandi, Prem Natarajan
2026	J	`jnl`	Rescind: Countering Image Misconduct in Biomedical Publications with Vision-Language and State-Space Modeling. CoRR Soumyaroop Nandi, Prem Natarajan
2024	—	`conf`	Agenda-Driven Question Generation: A Case Study in the Courtroom Domain. LREC/COLING Yi Ren Fung, Anoop Kumar, Aram Galstyan, Heng Ji, Prem Natarajan
2024	—	`conf`	Argument-Aware Approach To Event Linking. ACL (Findings) I-Hung Hsu, Zihan Xue, Nilay Pochhi, Sahil Bansal, Prem Natarajan, Jayanth Srinivasa, Nanyun Peng
2024	—	`conf`	TextEE: Benchmark, Reevaluation, Reflections, and Future Challenges in Event Extraction. ACL (Findings) Kuan-Hao Huang, I-Hung Hsu, Tanmay Parekh, Zhiyu Xie, Zixuan Zhang, Prem Natarajan, Kai-Wei Chang, Nanyun Peng, Heng Ji
2023	—	`conf`	AMPERE: AMR-Aware Prefix for Generation-Based Event Argument Extraction Model. ACL (1) I-Hung Hsu, Zhiyu Xie, Kuan-Hao Huang, Prem Natarajan, Nanyun Peng
2023	J	`jnl`	AMPERE: AMR-Aware Prefix for Generation-Based Event Argument Extraction Model. CoRR I-Hung Hsu, Zhiyu Xie, Kuan-Hao Huang, Prem Natarajan, Nanyun Peng
2023	A*	`conf`	Alexa Arena: A User-Centric Interactive Platform for Embodied AI. NeurIPS Qiaozi Gao, Govind Thattai, Suhaila Shakiah, Xiaofeng Gao, Shreyas Pansare, Vasu Sharma, Gaurav S. Sukhatme, Hangjie Shi, Bofei Yang, Desheng Zhang, Lucy Hu, Karthika Arumugam, Shui Hu, Matthew Wen, Dinakar Guthy, Shunan Chung, Rohan Khanna, Osman Ipek, Leslie Ball, Kate Bland, Heather Rocker, Michael Johnston, Reza Ghanadan, Dilek Hakkani-Tur, Prem Natarajan
2023	J	`jnl`	Alexa Arena: A User-Centric Interactive Platform for Embodied AI. CoRR Qiaozi Gao, Govind Thattai, Xiaofeng Gao, Suhaila Shakiah, Shreyas Pansare, Vasu Sharma, Gaurav S. Sukhatme, Hangjie Shi, Bofei Yang, Desheng Zheng, Lucy Hu, Karthika Arumugam, Shui Hu, Matthew Wen, Dinakar Guthy, Cadence Chung, Rohan Khanna, Osman Ipek, Leslie Ball, Kate Bland, Heather Rocker, Yadunandana Rao, Michael Johnston, Reza Ghanadan, Arindam Mandal, Dilek Hakkani-Tür, Prem Natarajan
2023	J	`jnl`	Alexa, play with robot: Introducing the First Alexa Prize SimBot Challenge on Embodied AI. CoRR Hangjie Shi, Leslie Ball, Govind Thattai, Desheng Zhang, Lucy Hu, Qiaozi Gao, Suhaila Shakiah, Xiaofeng Gao, Aishwarya Padmakumar, Bofei Yang, Cadence Chung, Dinakar Guthy, Gaurav S. Sukhatme, Karthika Arumugam, Matthew Wen, Osman Ipek, Patrick Lange, Rohan Khanna, Shreyas Pansare, Vasu Sharma, Chao Zhang, Cris Flagg, Daniel Pressel, Lavina Vaz, Luke Dai, Prasoon Goyal, Sattvik Sahai, Shaohua Liu, Yao Lu, Anna Gottardi, Shui Hu, Yang Liu, Dilek Hakkani-Tur, Kate Bland, Heather Rocker, James Jeun, Yadunandana Rao, Michael Johnston, Akshaya Iyengar, Arindam Mandal, Prem Natarajan, Reza Ghanadan
2023	A	`conf`	DeepMaven: Deep Question Answering on Long-Distance Movie/TV Show Videos with Multimedia Knowledge Extraction and Synthesis. EACL Yi Fung, Han Wang, Tong Wang, Ali Kebarighotbi, Mohit Bansal, Heng Ji, Prem Natarajan
2023	A	`conf`	Incorporating Fairness in Large Scale NLU Systems. WSDM Rahul Gupta, Lisa Bauer, Kai-Wei Chang, Jwala Dhamala, Aram Galstyan, Palash Goyal, Qian Hu, Avni Khatri, Rohit Parimi, Charith Peris, Apurv Verma, Richard S. Zemel, Prem Natarajan
2023	—	`conf`	MASSIVE: A 1M-Example Multilingual Natural Language Understanding Dataset with 51 Typologically-Diverse Languages. ACL (1) Jack FitzGerald, Christopher Hench, Charith Peris, Scott Mackie, Kay Rottmann, Ana Sanchez, Aaron Nash, Liam Urbach, Vishesh Kakarala, Richa Singh, Swetha Ranganath, Laurie Crist, Misha Britan, Wouter Leeuwis, Gökhan Tür, Prem Natarajan
2023	—	`conf`	TAGPRIME: A Unified Framework for Relational Structure Extraction. ACL (1) I-Hung Hsu, Kuan-Hao Huang, Shuning Zhang, Wenxin Cheng, Prem Natarajan, Kai-Wei Chang, Nanyun Peng
2023	—	`conf`	TrainFors: A Large Benchmark Training Dataset for Image Manipulation Detection and Localization. ICCV (Workshops) Soumyaroop Nandi, Prem Natarajan, Wael Abd-Almageed
2023	J	`jnl`	TrainFors: A Large Benchmark Training Dataset for Image Manipulation Detection and Localization. CoRR Soumyaroop Nandi, Prem Natarajan, Wael Abd-Almageed
2023	A*	`conf`	User-Controllable Arbitrary Style Transfer via Entropy Regularization. AAAI Jiaxin Cheng, Yue Wu, Ayush Jaiswal, Xu Zhang, Pradeep Natarajan, Prem Natarajan
2022	J	`jnl`	A Thousand Words Are Worth More Than a Picture: Natural Language-Centric Outside-Knowledge Visual Question Answering. CoRR Feng Gao, Qing Ping, Govind Thattai, Aishwarya N. Reganti, Ying Nian Wu, Prem Natarajan
2022	A*	`conf`	Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems. KDD Jack FitzGerald, Shankar Ananthakrishnan, Konstantine Arkoudas, Davide Bernardi, Abhishek Bhagia, Claudio Delli Bovi, Jin Cao, Rakesh Chada, Amit Chauhan, Luoxin Chen, Anurag Dwarakanath, Satyam Dwivedi, Turan Gojayev, Karthik Gopalakrishnan, Thomas Gueudré, Dilek Hakkani-Tur, Wael Hamza, Jonathan J. Hüser, Kevin Martin Jose, Haidar Khan, Beiye Liu, Jianhua Lu, Alessandro Manzotti, Pradeep Natarajan, Karolina Owczarzak, Gokmen Oz, Enrico Palumbo, Charith Peris, Chandana Satya Prakash, Stephen Rawls, Andy Rosenbaum, Anjali Shenoy, Saleh Soltan, Mukund Harakere Sridhar, Lizhen Tan, Fabian Triefenbach, Pan Wei, Haiyang Yu, Shuai Zheng, Gökhan Tür, Prem Natarajan
2022	J	`jnl`	Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems. CoRR Jack FitzGerald, Shankar Ananthakrishnan, Konstantine Arkoudas, Davide Bernardi, Abhishek Bhagia, Claudio Delli Bovi, Jin Cao, Rakesh Chada, Amit Chauhan, Luoxin Chen, Anurag Dwarakanath, Satyam Dwivedi, Turan Gojayev, Karthik Gopalakrishnan, Thomas Gueudré, Dilek Hakkani-Tur, Wael Hamza, Jonathan J. Hüser, Kevin Martin Jose, Haidar Khan, Beiye Liu, Jianhua Lu, Alessandro Manzotti, Pradeep Natarajan, Karolina Owczarzak, Gokmen Oz, Enrico Palumbo, Charith Peris, Chandana Satya Prakash, Stephen Rawls, Andy Rosenbaum, Anjali Shenoy, Saleh Soltan, Mukund Harakere Sridhar, Liz Tan, Fabian Triefenbach, Pan Wei, Haiyang Yu, Shuai Zheng, Gökhan Tür, Prem Natarajan
2022	J	`jnl`	AlexaTM 20B: Few-Shot Learning Using a Large-Scale Multilingual Seq2Seq Model. CoRR Saleh Soltan, Shankar Ananthakrishnan, Jack FitzGerald, Rahul Gupta, Wael Hamza, Haidar Khan, Charith Peris, Stephen Rawls, Andy Rosenbaum, Anna Rumshisky, Chandana Satya Prakash, Mukund Sridhar, Fabian Triefenbach, Apurv Verma, Gökhan Tür, Prem Natarajan
2022	—	`conf`	DEGREE: A Data-Efficient Generation-Based Event Extraction Model. NAACL-HLT I-Hung Hsu, Kuan-Hao Huang, Elizabeth Boschee, Scott Miller, Prem Natarajan, Kai-Wei Chang, Nanyun Peng
2022	J	`jnl`	MASSIVE: A 1M-Example Multilingual Natural Language Understanding Dataset with 51 Typologically-Diverse Languages. CoRR Jack FitzGerald, Christopher Hench, Charith Peris, Scott Mackie, Kay Rottmann, Ana Sanchez, Aaron Nash, Liam Urbach, Vishesh Kakarala, Richa Singh, Swetha Ranganath, Laurie Crist, Misha Britan, Wouter Leeuwis, Gökhan Tür, Prem Natarajan
2022	B	`conf`	MONet: Multi-Scale Overlap Network for Duplication Detection in Biomedical Images. ICIP Ekraam Sabir, Soumyaroop Nandi, Wael AbdAlmageed, Prem Natarajan
2022	J	`jnl`	MONet: Multi-scale Overlap Network for Duplication Detection in Biomedical Images. CoRR Ekraam Sabir, Soumyaroop Nandi, Wael AbdAlmageed, Prem Natarajan
2022	—	`conf`	Multilingual Generative Language Models for Zero-Shot Cross-Lingual Event Argument Extraction. ACL (1) Kuan-Hao Huang, I-Hung Hsu, Prem Natarajan, Kai-Wei Chang, Nanyun Peng
2022	A*	`conf`	Transform-Retrieve-Generate: Natural Language-Centric Outside-Knowledge Visual Question Answering. CVPR Feng Gao, Qing Ping, Govind Thattai, Aishwarya N. Reganti, Ying Nian Wu, Prem Natarajan
2021	—	`conf`	"Nice Try, Kiddo": Investigating Ad Hominems in Dialogue Responses. NAACL-HLT Emily Sheng, Kai-Wei Chang, Prem Natarajan, Nanyun Peng
2021	A*	`conf`	BioFors: A Large Biomedical Image Forensics Dataset. ICCV Ekraam Sabir, Soumyaroop Nandi, Wael AbdAlmageed, Prem Natarajan
2021	J	`jnl`	BioFors: A Large Biomedical Image Forensics Dataset. CoRR Ekraam Sabir, Soumyaroop Nandi, Wael AbdAlmageed, Prem Natarajan
2021	J	`jnl`	Event Extraction as Natural Language Generation. CoRR I-Hung Hsu, Kuan-Hao Huang, Elizabeth Boschee, Scott Miller, Prem Natarajan, Kai-Wei Chang, Nanyun Peng
2021	A*	`conf`	Learning Better Visual Dialog Agents With Pretrained Visual-Linguistic Representation. CVPR Tao Tu, Qing Ping, Govindarajan Thattai, Gökhan Tür, Prem Natarajan
2021	J	`jnl`	Learning Better Visual Dialog Agents with Pretrained Visual-Linguistic Representation. CoRR Tao Tu, Qing Ping, Govind Thattai, Gökhan Tür, Prem Natarajan
2021	—	`conf`	Lifelong Event Detection with Knowledge Transfer. EMNLP (1) Pengfei Yu, Heng Ji, Prem Natarajan
2021	A*	`conf`	SIGN: Spatial-information Incorporated Generative Network for Generalized Zero-shot Semantic Segmentation. ICCV Jiaxin Cheng, Soumyaroop Nandi, Prem Natarajan, Wael Abd-Almageed
2021	J	`jnl`	SIGN: Spatial-information Incorporated Generative Network for Generalized Zero-shot Semantic Segmentation. CoRR Jiaxin Cheng, Soumyaroop Nandi, Prem Natarajan, Wael Abd-Almageed
2021	—	`conf`	Societal Biases in Language Generation: Progress and Challenges. ACL/IJCNLP (1) Emily Sheng, Kai-Wei Chang, Prem Natarajan, Nanyun Peng
2021	A*	`conf`	Style-Aware Normalized Loss for Improving Arbitrary Style Transfer. CVPR Jiaxin Cheng, Ayush Jaiswal, Yue Wu, Pradeep Natarajan, Prem Natarajan
2021	J	`jnl`	Style-Aware Normalized Loss for Improving Arbitrary Style Transfer. CoRR Jiaxin Cheng, Ayush Jaiswal, Yue Wu, Pradeep Natarajan, Prem Natarajan
2020	J	`jnl`	Improving face verification using facial marks and deep CNN: IARPA Janus benchmark-A. Image Vis. Comput. Sidra Riaz, Unsang Park, Prem Natarajan
2020	J	`jnl`	Interactive Teaching for Conversational AI. CoRR Qing Ping, Feiyang Niu, Govind Thattai, Joel Chengottusseriyil, Qiaozi Gao, Aishwarya N. Reganti, Prashanth Rajagopal, Gökhan Tür, Dilek Hakkani-Tür, Prem Natarajan
2020	B	`conf`	MEG: Multi-Evidence GNN for Multimodal Semantic Forensics. ICPR Ekraam Sabir, Ayush Jaiswal, Wael AbdAlmageed, Prem Natarajan
2020	J	`jnl`	MEG: Multi-Evidence GNN for Multimodal Semantic Forensics. CoRR Ekraam Sabir, Ayush Jaiswal, Wael AbdAlmageed, Prem Natarajan
2020	—	`conf`	Towards Controllable Biases in Language Generation. EMNLP (Findings) Emily Sheng, Kai-Wei Chang, Prem Natarajan, Nanyun Peng
2019	J	`jnl`	Age progression by gender-specific 3D aging model. Mach. Vis. Appl. Sidra Riaz, Unsang Park, Jongmoo Choi, Prem Natarajan
2019	J	`jnl`	Age-invariant face recognition using gender specific 3D aging modeling. Multim. Tools Appl. Sidra Riaz, Zahid Ali, Unsang Park, Jongmoo Choi, Iacopo Masi, Prem Natarajan
2019	Misc	`conf`	Layout-aware Subfigure Decomposition for Complex Figures in the Biomedical Literature. ICASSP Xiangyang Shi, Yue Wu, Huaigu Cao, Gully Burns, Prem Natarajan
2019	J	`jnl`	Learning Pose-Aware Models for Pose-Invariant Face Recognition in the Wild. IEEE Trans. Pattern Anal. Mach. Intell. Iacopo Masi, Feng-Ju Chang, Jongmoo Choi, Shai Harel, Jungyeon Kim, KangGeon Kim, Jatuporn Toy Leksut, Stephen Rawls, Yue Wu, Tal Hassner, Wael AbdAlmageed, Gérard G. Medioni, Louis-Philippe Morency, Prem Natarajan, Ram Nevatia
2019	—	`conf`	Recurrent Convolutional Strategies for Face Manipulation Detection in Videos. CVPR Workshops Ekraam Sabir, Jiaxin Cheng, Ayush Jaiswal, Wael AbdAlmageed, Iacopo Masi, Prem Natarajan
2019	J	`jnl`	Recurrent Convolutional Strategies for Face Manipulation Detection in Videos. CoRR Ekraam Sabir, Jiaxin Cheng, Ayush Jaiswal, Wael AbdAlmageed, Iacopo Masi, Prem Natarajan
2019	J	`jnl`	Report of 2017 NSF Workshop on Multimedia Challenges, Opportunities and Research Roadmaps. CoRR Shih-Fu Chang, Alexander G. Hauptmann, Louis-Philippe Morency, Sameer K. Antani, Dick C. A. Bulterman, Carlos Busso, Joyce Yue Chai, Julia Hirschberg, Ramesh C. Jain, Ketan Mayer-Patel, Reuven Meth, Raymond J. Mooney, Klara Nahrstedt, Shrikanth S. Narayanan, Prem Natarajan, Sharon L. Oviatt, Balakrishnan Prabhakaran, Arnold W. M. Smeulders, Hari Sundaram, Zhengyou Zhang, Michelle X. Zhou
2018	A*	`conf`	A Batch Learning Framework for Scalable Personalized Ranking. AAAI Kuan Liu, Prem Natarajan
2018	J	`jnl`	A Byte-sized Approach to Named Entity Recognition. CoRR Emily Sheng, Prem Natarajan
2018	J	`jnl`	A Sequential Embedding Approach for Item Recommendation with Heterogeneous Attributes. CoRR Kuan Liu, Xing Shi, Prem Natarajan
2018	—	`conf`	BusterNet: Detecting Copy-Move Image Forgery with Source/Target Localization. ECCV (6) Yue Wu, Wael Abd-Almageed, Prem Natarajan
2018	—	`conf`	Deep Face Recognition: A Survey. SIBGRAPI Iacopo Masi, Yue Wu, Tal Hassner, Prem Natarajan
2018	A*	`conf`	Deep Multimodal Image-Repurposing Detection. ACM Multimedia Ekraam Sabir, Wael AbdAlmageed, Yue Wu, Prem Natarajan
2018	J	`jnl`	Deep Multimodal Image-Repurposing Detection. CoRR Ekraam Sabir, Wael AbdAlmageed, Yue Wu, Prem Natarajan
2018	J	`jnl`	Facial Landmark Detection with Tweaked Convolutional Neural Networks. IEEE Trans. Pattern Anal. Mach. Intell. Yue Wu, Tal Hassner, KangGeon Kim, Gérard G. Medioni, Prem Natarajan
2018	—	`conf`	How To Efficiently Increase Resolution in Neural OCR Models. ASAR Stephen Rawls, Huaigu Cao, Joe Mathai, Prem Natarajan
2018	A	`conf`	Image Copy-Move Forgery Detection via an End-to-End Deep Neural Network. WACV Yue Wu, Wael Abd-Almageed, Prem Natarajan
2018	J	`jnl`	Image-to-GPS Verification Through A Bottom-Up Pattern Matching Network. CoRR Jiaxin Cheng, Yue Wu, Wael Abd-Almageed, Prem Natarajan
2018	—	`conf`	Image-to-GPS Verification Through a Bottom-Up Pattern Matching Network. ACCV (5) Jiaxin Cheng, Yue Wu, Wael Abd-Almageed, Prem Natarajan
2018	J	`jnl`	Implicit Language Model in LSTM for OCR. CoRR Ekraam Sabir, Stephen Rawls, Prem Natarajan
2018	J	`jnl`	Learn to Combine Modalities in Multimodal Deep Learning. CoRR Kuan Liu, Yanen Li, Ning Xu, Prem Natarajan
2018	—	`conf`	Policy Design for Active Sequential Hypothesis Testing using Deep Learning. Allerton Dhruva Kartik, Ekraam Sabir, Urbashi Mitra, Prem Natarajan
2018	J	`jnl`	Policy Design for Active Sequential Hypothesis Testing using Deep Learning. CoRR Dhruva Kartik, Ekraam Sabir, Urbashi Mitra, Prem Natarajan
2018	—	`conf`	Towards Evidence Extraction: Analysis of Scientific Figures from Studies of Molecular Interactions. ISWC (Best Workshop Papers) Gully Burns, Xiangyang Shi, Yue Wu, Huaigu Cao, Prem Natarajan
2018	A*	`conf`	Unsupervised Adversarial Invariance. NeurIPS Ayush Jaiswal, Rex Yue Wu, Wael Abd-Almageed, Prem Natarajan
2018	—	`conf`	Weighted Feature Pooling Network in Template-Based Recognition. ACCV (5) Zekun Li, Yue Wu, Wael Abd-Almageed, Prem Natarajan
2017	A	`conf`	1990 US Census Form Recognition Using CTC Network, WFST Language Model, and Surname Correction. ICDAR Huaigu Cao, Stephen Rawls, Prem Natarajan
2017	J	`jnl`	A Batch Learning Framework for Scalable Personalized Ranking. CoRR Kuan Liu, Prem Natarajan
2017	—	`conf`	An Investigation into the Pedagogical Features of Documents. BEA@EMNLP Emily Sheng, Prem Natarajan, Jonathan Gordon, Gully Burns
2017	J	`jnl`	An Investigation into the Pedagogical Features of Documents. CoRR Emily Sheng, Prem Natarajan, Jonathan Gordon, Gully Burns
2017	A	`conf`	Combining Convolutional Neural Networks and LSTMs for Segmentation-Free OCR. ICDAR Stephen Rawls, Huaigu Cao, Senthil Kumar, Prem Natarajan
2017	—	`conf`	Combining deep learning and language modeling for segmentation-free OCR from raw pixels. ASAR Stephen Rawls, Huaigu Cao, Ekraam Sabir, Prem Natarajan
2017	J	`jnl`	Deep Matching and Validation Network - An End-to-End Solution to Constrained Image Splicing Localization and Detection. CoRR Yue Wu, Wael Abd-Almageed, Prem Natarajan
2017	A*	`conf`	Deep Matching and Validation Network: An End-to-End Solution to Constrained Image Splicing Localization and Detection. ACM Multimedia Yue Wu, Wael Abd-Almageed, Prem Natarajan
2017	—	`conf`	Implicit Language Model in LSTM for OCR. MOCR@ICDAR Ekraam Sabir, Stephen Rawls, Prem Natarajan
2017	A*	`conf`	Self-Organized Text Detection with Minimal Post-processing via Border Learning. ICCV Yue Wu, Prem Natarajan
2017	—	`conf`	Sequential Heterogeneous Attribute Embedding for Item Recommendation. ICDM Workshops Kuan Liu, Xing Shi, Prem Natarajan
2017	A	`conf`	Using Convolutional Encoder-Decoder for Document Image Binarization. ICDAR Xujun Peng, Huaigu Cao, Prem Natarajan
2017	—	`conf`	WMRB: Learning to Rank in a Scalable Batch Training Approach. RecSys Posters Kuan Liu, Prem Natarajan
2017	J	`jnl`	WMRB: Learning to Rank in a Scalable Batch Training Approach. CoRR Kuan Liu, Prem Natarajan
2016	B	`conf`	Computationally efficient template-based face recognition. ICPR Yue Wu, Wael Abd-Almageed, Stephen Rawls, Prem Natarajan
2016	B	`conf`	Document Image Quality Assessment Using Discriminative Sparse Representation. DAS Xujun Peng, Huaigu Cao, Prem Natarajan
2016	J	`jnl`	Face Recognition Using Deep Multi-Pose Representations. CoRR Wael Abd-Almageed, Yue Wu, Stephen Rawls, Shai Harel, Tal Hassner, Iacopo Masi, Jongmoo Choi, Jatuporn Toy Leksut, Jungyeon Kim, Prem Natarajan, Ram Nevatia, Gérard G. Medioni
2016	A	`conf`	Face recognition using deep multi-pose representations. WACV Wael Abd-Almageed, Yue Wu, Stephen Rawls, Shai Harel, Tal Hassner, Iacopo Masi, Jongmoo Choi, Jatuporn Toy Leksut, Jungyeon Kim, Prem Natarajan, Ram Nevatia, Gérard G. Medioni
2016	—	`conf`	Modeling Concept Dependencies in a Scientific Corpus. ACL (1) Jonathan Gordon, Linhong Zhu, Aram Galstyan, Prem Natarajan, Gully Burns
2016	—	`conf`	Pooling Faces: Template Based Face Recognition with Pooled Face Images. CVPR Workshops Tal Hassner, Iacopo Masi, Jungyeon Kim, Jongmoo Choi, Shai Harel, Prem Natarajan, Gérard G. Medioni
2016	J	`jnl`	Pooling Faces: Template based Face Recognition with Pooled Face Images. CoRR Tal Hassner, Iacopo Masi, Jungyeon Kim, Jongmoo Choi, Shai Harel, Prem Natarajan, Gérard G. Medioni
2016	A*	`conf`	Pose-Aware Face Recognition in the Wild. CVPR Iacopo Masi, Stephen Rawls, Gérard G. Medioni, Prem Natarajan
2016	J	`jnl`	Temporal Learning and Sequence Modeling for a Job Recommender System. CoRR Kuan Liu, Xing Shi, Anoop Kumar, Linhong Zhu, Prem Natarajan
2016	—	`conf`	Temporal learning and sequence modeling for a job recommender system. RecSys Challenge Kuan Liu, Xing Shi, Anoop Kumar, Linhong Zhu, Prem Natarajan
2015	—	`conf`	Boost OCR accuracy using iVector based system combination approach. DRR Xujun Peng, Huaigu Cao, Prem Natarajan
2015	—	`conf`	Building and Using a Knowledge Graph to Combat Human Trafficking. ISWC (2) Pedro A. Szekely, Craig A. Knoblock, Jason Slepicka, Andrew Philpot, Amandeep Singh, Chengye Yin, Dipsy Kapoor, Prem Natarajan, Daniel Marcu, Kevin Knight, David Stallard, Subessware S. Karunamoorthy, Rajagopal Bojanapalli, Steven Minton, Brian Amanatullah, Todd Hughes, Mike Tamayo, David Flynt, Rachel Artiss, Shih-Fu Chang, Tao Chen, Gerald Hiebel, Lidia Silva Ferreira
2015	A	`conf`	Document image OCR accuracy prediction via latent Dirichlet allocation. ICDAR Xujun Peng, Huaigu Cao, Prem Natarajan
2015	—	`conf`	Using a Knowledge Graph to Combat Human Trafficking. ISWC (Posters & Demos) Pedro A. Szekely, Craig A. Knoblock, Jason Slepicka, Chengye Yin, Andrew Philpot, Amandeep Singh, Dipsy Kapoor, Prem Natarajan, Daniel Marcu, Kevin Knight, David Stallard, Subessware S. Karunamoorthy, Rajagopal Bojanapalli, Steven Minton, Brian Amanatullah, Todd Hughes, Mike Tamayo, David Flynt, Rachel Artiss, Shih-Fu Chang, Tao Chen, Gerald Hiebel, Lidia Silva Ferreira
2014	B	`conf`	Applications of Recurrent Neural Network Language Model in Offline Handwriting Recognition and Word Spotting. ICFHR Nan Li, Jinying Chen, Huaigu Cao, Bing Zhang, Prem Natarajan
2014	B	`conf`	Confusion Network Based Recurrent Neural Network Language Modeling for Chinese OCR Error Detection. ICPR Jinying Chen, Yue Wu, Huaigu Cao, Prem Natarajan
2014	B	`conf`	Progress in the Raytheon BBN Arabic Offline Handwriting Recognition System. ICFHR Huaigu Cao, Prem Natarajan, Xujun Peng, Krishna Subramanian, David Belanger, Nan Li
2014	B	`conf`	Text Classification via iVector Based Feature Representation. Document Analysis Systems Shengxin Zha, Xujun Peng, Huaigu Cao, Xiaodan Zhuang, Pradeep Natarajan, Prem Natarajan
2013	Misc	`conf`	ASR error detection in a conversational spoken language translation system. ICASSP Wei Chen, Sankaranarayanan Ananthakrishnan, Rohit Kumar, Rohit Prasad, Prem Natarajan
2013	A	`conf`	Audio self organized units for high-level event detection. INTERSPEECH Xiaodan Zhuang, Shuang Wu, Pradeep Natarajan, Rohit Prasad, Prem Natarajan
2013	J	`jnl`	BBN TransTalk: Robust multilingual two-way speech-to-speech translation for mobile platforms. Comput. Speech Lang. Rohit Prasad, Prem Natarajan, David Stallard, Shirin Saleem, Shankar Ananthakrishnan, Stavros Tsakalidis, Chia-Lin Kao, Fred Choi, Ralf Meermeier, Mark Rawls, Jacob Devlin, Kriste Krstovski, Aaron Challenner
2013	J	`jnl`	Batch-mode semi-supervised active learning for statistical machine translation. Comput. Speech Lang. Sankaranarayanan Ananthakrishnan, Rohit Prasad, David Stallard, Prem Natarajan
2013	A	`conf`	Exploiting Stroke Orientation for CRF Based Binarization of Historical Documents. ICDAR Xujun Peng, Huaigu Cao, Krishna Subramanian, Rohit Prasad, Prem Natarajan
2013	Misc	`conf`	Graph based multimodal word clustering for video event detection. ICASSP Aravind Namandi Vembu, Pradeep Natarajan, Shuang Wu, Rohit Prasad, Prem Natarajan
2013	—	`conf`	Incremental Topic-Based Translation Model Adaptation for Conversational Spoken Language Translation. ACL (2) Sanjika Hewavitharana, Dennis Mehay, Sankaranarayanan Ananthakrishnan, Prem Natarajan
2013	—	`conf`	Multilingual OCR research and applications: an overview. MOCR@ICDAR Xujun Peng, Huaigu Cao, Srirangaraj Setlur, Venu Govindaraju, Prem Natarajan
2013	—	`ed.`	Proceedings of the 4th International Workshop on Multilingual OCR, MOCR@ICDAR 2013, Washington, D.C., USA, August 24, 2013 MOCR@ICDAR Venu Govindaraju, Prem Natarajan, Santanu Chaudhury, Daniel P. Lopresti, Srirangaraj Setlur, Huaigu Cao
2013	—	`conf`	Semi-Supervised Word Sense Disambiguation for Mixed-Initiative Conversational Spoken Language Translation. MTSummit Sankaranarayanan Ananthakrishnan, Sanjika Hewavitharana, Rohit Kumar, Enoch Kan, Rohit Prasad, Prem Natarajan
2013	A	`conf`	Variable-Span out-of-vocabulary named entity detection. INTERSPEECH Wei Chen, Sankaranarayanan Ananthakrishnan, Rohit Prasad, Prem Natarajan
2012	—	`conf`	Active error detection and resolution for speech-to-speech translation. IWSLT Rohit Prasad, Rohit Kumar, Sankaranarayanan Ananthakrishnan, Wei Chen, Sanjika Hewavitharana, Matthew E. Roy, Fred Choi, Aaron Challenner, Enoch Kan, Arvind Neelakantan, Prem Natarajan
2012	B	`conf`	Applying Discriminatively Optimized Feature Transform for HMM-based Off-Line Handwriting Recognition. ICFHR Jin Chen, Bing Zhang, Huaigu Cao, Rohit Prasad, Prem Natarajan
2012	Misc	`conf`	Automatic pronunciation prediction for text-to-speech synthesis of dialectal arabic in a speech-to-speech translation system. ICASSP Sankaranarayanan Ananthakrishnan, Stavros Tsakalidis, Rohit Prasad, Prem Natarajan, Aravind Namandi Vembu
2012	—	`conf`	BBNVISER : BBN VISER TRECVID 2012 Multimedia Event Detection and Multimedia Event Recounting Systems. TRECVID Pradeep Natarajan, Prem Natarajan, Shuang Wu, Xiaodan Zhuang, Amelio Vázquez Reina, Shiv Vitaladevuni, Kleovoulos Tsourides, Carl Andersen, Rohit Prasad, Guangnan Ye, Dong Liu, Shih-Fu Chang, Imran Saleemi, Mubarak Shah, Yue Ng, Brandyn White, Larry Davis, Abhinav Gupta, Ismail Haritaoglu
2012	A	`conf`	Compact Audio Representation for Event Detection in Consumer Media. INTERSPEECH Xiaodan Zhuang, Stavros Tsakalidis, Shuang Wu, Pradeep Natarajan, Rohit Prasad, Prem Natarajan
2012	A	`conf`	Detecting OOV Named-Entities in Conversational Speech. INTERSPEECH Rohit Kumar, Rohit Prasad, Sankaranarayanan Ananthakrishnan, Aravind Namandi Vembu, David Stallard, Stavros Tsakalidis, Prem Natarajan
2012	B	`conf`	Document recognition and translation system for unconstrained Arabic documents. ICPR Huaigu Cao, Jinying Chen, Jacob Devlin, Rohit Prasad, Prem Natarajan
2012	B	`conf`	Extracting information from handwritten content in census forms. ICPR Huaigu Cao, Krishna Subramanian, Xujun Peng, Jinying Chen, Rohit Prasad, Prem Natarajan
2012	B	`conf`	Local Segmentation of Touching Characters Using Contour Based Shape Decomposition. Document Analysis Systems Le Kang, David S. Doermann, Huaigu Cao, Rohit Prasad, Prem Natarajan
2012	A	`conf`	Robust Event Detection From Spoken Content In Consumer Domain Videos. INTERSPEECH Stavros Tsakalidis, Xiaodan Zhuang, Roger Hsiao, Shuang Wu, Pradeep Natarajan, Rohit Prasad, Prem Natarajan
2012	B	`conf`	Statistical Machine Translation as a Language Model for Handwriting Recognition. ICFHR Jacob Devlin, Matin Kamali, Krishna Subramanian, Rohit Prasad, Prem Natarajan
2011	A*	`conf`	Audio-visual fusion using bayesian model combination for web video retrieval. ACM Multimedia Vasant Manohar, Stavros Tsakalidis, Pradeep Natarajan, Rohit Prasad, Prem Natarajan
2011	B	`conf`	Automated image quality assessment for camera-captured OCR. ICIP Xujun Peng, Huaigu Cao, Krishna Subramanian, Rohit Prasad, Prem Natarajan
2011	—	`conf`	BBN VISER TRECVID 2011 Multimedia Event Detection System. TRECVID Pradeep Natarajan, Prem Natarajan, Vasant Manohar, Shuang Wu, Stavros Tsakalidis, Shiv Vitaladevuni, Xiaodan Zhuang, Rohit Prasad, Guangnan Ye, Dong Liu, I-Hong Jhuo, Shih-Fu Chang, Hamid Izadinia, Imran Saleemi, Mubarak Shah, Brandyn White, Tom Yeh, Larry Davis
2011	A	`conf`	Baseline Dependent Percentile Features for Offline Arabic Handwriting Recognition. ICDAR Pradeep Natarajan, David Belanger, Rohit Prasad, Matin Kamali, Krishna Subramanian, Prem Natarajan
2011	A*	`conf`	Efficient Orthogonal Matching Pursuit using sparse random projections for scene and video classification. ICCV Shiv Naga Prasad Vitaladevuni, Pradeep Natarajan, Rohit Prasad, Prem Natarajan
2011	A	`conf`	Graph Clustering-Based Ensemble Method for Handwritten Text Line Segmentation. ICDAR Vasant Manohar, Shiv Naga Prasad Vitaladevuni, Huaigu Cao, Rohit Prasad, Prem Natarajan
2011	A	`conf`	Handwritten and Typewritten Text Identification and Recognition Using Hidden Markov Models. ICDAR Huaigu Cao, Rohit Prasad, Prem Natarajan
2011	A	`conf`	Large-scale, real-time logo recognition in broadcast videos. ICME Pradeep Natarajan, Yue Wu, Shirin Saleem, Ehry MacRostie, Frederick Bernardin, Rohit Prasad, Prem Natarajan
2011	A	`conf`	OCR-Driven Writer Identification and Adaptation in an HMM Handwriting Recognition System. ICDAR Huaigu Cao, Rohit Prasad, Prem Natarajan
2011	—	`conf`	On-line Language Model Biasing for Statistical Machine Translation. ACL (2) Sankaranarayanan Ananthakrishnan, Rohit Prasad, Prem Natarajan
2011	J	`jnl`	Robust named entity detection from optical character recognition output. Int. J. Document Anal. Recognit. Krishna Subramanian, Rohit Prasad, Prem Natarajan
2011	B	`conf`	Source Error-Projection for Sample Selection in Phrase-Based SMT for Resource-Poor Languages. IJCNLP Sankaranarayanan Ananthakrishnan, Shiv Naga Prasad Vitaladevuni, Rohit Prasad, Prem Natarajan
2010	B	`conf`	A Semi-Supervised Batch-Mode Active Learning Strategy for Improved Statistical Machine Translation. CoNLL Sankaranarayanan Ananthakrishnan, Rohit Prasad, David Stallard, Prem Natarajan
2010	—	`conf`	An unsupervised boosting technique for refiningword alignment. SLT Sankaranarayanan Ananthakrishnan, Rohit Prasad, Prem Natarajan
2010	B	`conf`	Consensus Network Based Hypotheses Combination for Arabic Offline Handwriting Recognition. ICPR Rohit Prasad, Matin Kamali, David Belanger, Antti-Veikko I. Rosti, Spyros Matsoukas, Prem Natarajan
2010	A*	`conf`	Discriminative Sample Selection for Statistical Machine Translation. EMNLP Sankaranarayanan Ananthakrishnan, Rohit Prasad, David Stallard, Prem Natarajan
2010	Misc	`conf`	Evaluating different confirmation strategies for speech-to-speech translation systems. ICASSP David Stallard, Rohit Prasad, Shankar Ananthakrishnan, Fred Choi, Shirin Saleem, Prem Natarajan
2010	B	`conf`	Improvements in HMM Adaptation for Handwriting Recognition Using Writer Identification and Duration Adaptation. ICFHR Huaigu Cao, Rohit Prasad, Prem Natarajan
2010	A	`conf`	Multi resolution discriminative models for subvocalic speech recognition. INTERSPEECH Mark Raugas, Vivek Kumar Rangarajan Sridhar, Rohit Prasad, Prem Natarajan
2010	A	`conf`	Mutual information analysis for feature and sensor subset selection in surface electromyography based speech recognition. INTERSPEECH Vivek Kumar Rangarajan Sridhar, Rohit Prasad, Prem Natarajan
2010	Misc	`conf`	Pashto speech recognition with limited pronunciation lexicon. ICASSP Rohit Prasad, Stavros Tsakalidis, Ivan Bulyko, Chia-Lin Kao, Prem Natarajan
2010	A	`conf`	Phrase alignment confidence for statistical machine translation. INTERSPEECH Sankaranarayanan Ananthakrishnan, Rohit Prasad, Prem Natarajan
2009	—	`conf`	A stroke regeneration method for cleaning rule-lines in handwritten document images. MOCR@ICDAR Huaigu Cao, Rohit Prasad, Prem Natarajan
2009	—	`conf`	Development and internal evaluation of speech-to-speech translation technology at BBN. PerMIS David Stallard, Rohit Prasad, Prem Natarajan
2009	—	`ed.`	Proceedings of the International Workshop on Multilingual OCR, MOCR@ICDAR 2009, Barcelona, Spain, July 25, 2009 MOCR@ICDAR Venu Govindaraju, Prem Natarajan, Santanu Chaudhury, Daniel P. Lopresti
2009	—	`conf`	Robust named entity detection using an Arabic offline handwriting recognition system. AND Krishna Subramanian, Rohit Prasad, Prem Natarajan
2008	—	`conf`	Comparison of Spoken and Visual Natural Language Content in Video. AAAI Fall Symposium: Multimedia Information Extraction Ehry MacRostie, Jonathan Watson, Prem Natarajan
2008	—	`conf`	Name aware speech-to-speech translation for English/Iraqi. SLT Rohit Prasad, Christine Moran, Fred Choi, Ralf Meermeier, Shirin Saleem, Chia-Lin Kao, David Stallard, Prem Natarajan
2008	—	`conf`	Recent improvements in BBN's English/Iraqi speech-to-speech translation system. SLT Fred Choi, Stavros Tsakalidis, Shirin Saleem, Chia-Lin Kao, Ralf Meermeier, Kriste Krstovski, Christine Moran, Krishna Subramanian, Rohit Prasad, Prem Natarajan
2007	A	`conf`	Improvements in machine translation for English/iraqi speech translation. INTERSPEECH Shirin Saleem, Krishna Subramanian, Rohit Prasad, David Stallard, Chia-Lin Kao, Prem Natarajan, Raid Suleiman
2007	—	`conf`	Optimal Estimation of Rejection Thresholds for Topic Spotting. ICASSP (4) Krishna Subramanian, Rohit Prasad, Prem Natarajan, Richard M. Schwartz
2007	C	`conf`	Semantic translation error rate for evaluating translation systems. ASRU Krishna Subramanian, David Stallard, Rohit Prasad, Shirin Saleem, Prem Natarajan
2006	A	`conf`	A hybrid phrase-based/statistical speech translation system. INTERSPEECH David Stallard, Fred Choi, Kriste Krstovski, Prem Natarajan, Rohit Prasad, Shirin Saleem
2006	A	`conf`	Colloquial Iraqi ASR for speech translation. INTERSPEECH Shirin Saleem, Rohit Prasad, Prem Natarajan
2006	—	`conf`	Design and Evaluation of the 2006 BBN English/Iraqi Two-Way speech Translation System. SLT David Stallard, Fred Choi, Kriste Krstovski, Prem Natarajan, Rohit Prasad, Shirin Saleem, Raid Suleiman
2006	—	`conf`	Multi-lingual Offline Handwriting Recognition Using Hidden Markov Models: A Script-Independent Approach. SACH Prem Natarajan, Shirin Saleem, Rohit Prasad, Ehry MacRostie, Krishna Subramanian