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ORCIDPremkumar Natarajan
Premkumar S. Natarajan – Prem Natarajan
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2020 – today
- 2024
[c178]I-Hung Hsu, Zihan Xue, Nilay Pochhi, Sahil Bansal, Prem Natarajan, Jayanth Srinivasa, Nanyun Peng:
Argument-Aware Approach To Event Linking. ACL (Findings) 2024: 12769-12781- [c177]Kuan-Hao Huang
, I-Hung Hsu, Tanmay Parekh, Zhiyu Xie, Zixuan Zhang, Prem Natarajan, Kai-Wei Chang, Nanyun Peng, Heng Ji:
TextEE: Benchmark, Reevaluation, Reflections, and Future Challenges in Event Extraction. ACL (Findings) 2024: 12804-12825 - [c176]Yi Ren Fung, Anoop Kumar, Aram Galstyan, Heng Ji, Prem Natarajan:
Agenda-Driven Question Generation: A Case Study in the Courtroom Domain. LREC/COLING 2024: 572-583 - [i56]I-Hung Hsu, Zihan Xue, Nilay Pochhi, Sahil Bansal, Premkumar Natarajan, Jayanth Srinivasa, Nanyun Peng:
Argument-Aware Approach To Event Linking. CoRR abs/2403.15097 (2024) - 2023
- [c175]Jiaxin Cheng, Yue Wu, Ayush Jaiswal, Xu Zhang, Pradeep Natarajan, Prem Natarajan:
User-Controllable Arbitrary Style Transfer via Entropy Regularization. AAAI 2023: 433-441 - [c174]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:
MASSIVE: A 1M-Example Multilingual Natural Language Understanding Dataset with 51 Typologically-Diverse Languages. ACL (1) 2023: 4277-4302 - [c173]I-Hung Hsu, Zhiyu Xie, Kuan-Hao Huang, Prem Natarajan, Nanyun Peng:
AMPERE: AMR-Aware Prefix for Generation-Based Event Argument Extraction Model. ACL (1) 2023: 10976-10993 - [c172]I-Hung Hsu, Kuan-Hao Huang, Shuning Zhang, Wenxin Cheng, Prem Natarajan, Kai-Wei Chang, Nanyun Peng:
TAGPRIME: A Unified Framework for Relational Structure Extraction. ACL (1) 2023: 12917-12932 - [c171]Yi Fung, Han Wang, Tong Wang, Ali Kebarighotbi, Mohit Bansal, Heng Ji, Prem Natarajan:
DeepMaven: Deep Question Answering on Long-Distance Movie/TV Show Videos with Multimedia Knowledge Extraction and Synthesis. EACL 2023: 3033-3043 - [c170]Soumyaroop Nandi, Prem Natarajan, Wael Abd-Almageed:
TrainFors: A Large Benchmark Training Dataset for Image Manipulation Detection and Localization. ICCV (Workshops) 2023: 403-414 - [c169]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:
Alexa Arena: A User-Centric Interactive Platform for Embodied AI. NeurIPS 2023 - [c168]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:
Incorporating Fairness in Large Scale NLU Systems. WSDM 2023: 1289-1290 - [i55]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:
Alexa Arena: A User-Centric Interactive Platform for Embodied AI. CoRR abs/2303.01586 (2023) - [i54]I-Hung Hsu, Zhiyu Xie, Kuan-Hao Huang, Prem Natarajan, Nanyun Peng:
AMPERE: AMR-Aware Prefix for Generation-Based Event Argument Extraction Model. CoRR abs/2305.16734 (2023) - [i53]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:
Alexa, play with robot: Introducing the First Alexa Prize SimBot Challenge on Embodied AI. CoRR abs/2308.05221 (2023) - [i52]Soumyaroop Nandi, Prem Natarajan, Wael Abd-Almageed:
TrainFors: A Large Benchmark Training Dataset for Image Manipulation Detection and Localization. CoRR abs/2308.05264 (2023) - [i51]Kuan-Hao Huang, I-Hung Hsu, Tanmay Parekh, Zhiyu Xie, Zixuan Zhang, Premkumar Natarajan, Kai-Wei Chang, Nanyun Peng, Heng Ji:
A Reevaluation of Event Extraction: Past, Present, and Future Challenges. CoRR abs/2311.09562 (2023) - 2022
- [c167]Kuan-Hao Huang, I-Hung Hsu, Prem Natarajan, Kai-Wei Chang, Nanyun Peng:
Multilingual Generative Language Models for Zero-Shot Cross-Lingual Event Argument Extraction. ACL (1) 2022: 4633-4646 - [c166]Feng Gao, Qing Ping, Govind Thattai, Aishwarya N. Reganti, Ying Nian Wu, Prem Natarajan:
Transform-Retrieve-Generate: Natural Language-Centric Outside-Knowledge Visual Question Answering. CVPR 2022: 5057-5067 - [c165]Ekraam Sabir, Soumyaroop Nandi, Wael AbdAlmageed, Prem Natarajan:
MONet: Multi-Scale Overlap Network for Duplication Detection in Biomedical Images. ICIP 2022: 3793-3797 - [c164]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:
Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems. KDD 2022: 2893-2902 - [c163]I-Hung Hsu, Kuan-Hao Huang, Elizabeth Boschee, Scott Miller, Prem Natarajan, Kai-Wei Chang, Nanyun Peng:
DEGREE: A Data-Efficient Generation-Based Event Extraction Model. NAACL-HLT 2022: 1890-1908 - [i50]Feng Gao, Qing Ping, Govind Thattai, Aishwarya N. Reganti, Ying Nian Wu, Prem Natarajan:
A Thousand Words Are Worth More Than a Picture: Natural Language-Centric Outside-Knowledge Visual Question Answering. CoRR abs/2201.05299 (2022) - [i49]Kuan-Hao Huang, I-Hung Hsu, Premkumar Natarajan, Kai-Wei Chang, Nanyun Peng:
Multilingual Generative Language Models for Zero-Shot Cross-Lingual Event Argument Extraction. CoRR abs/2203.08308 (2022) - [i48]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:
MASSIVE: A 1M-Example Multilingual Natural Language Understanding Dataset with 51 Typologically-Diverse Languages. CoRR abs/2204.08582 (2022) - [i47]I-Hung Hsu, Kuan-Hao Huang, Shuning Zhang, Wenxin Cheng, Premkumar Natarajan, Kai-Wei Chang, Nanyun Peng:
A Simple and Unified Tagging Model with Priming for Relational Structure Predictions. CoRR abs/2205.12585 (2022) - [i46]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:
Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems. CoRR abs/2206.07808 (2022) - [i45]Ekraam Sabir, Soumyaroop Nandi, Wael AbdAlmageed, Prem Natarajan:
MONet: Multi-scale Overlap Network for Duplication Detection in Biomedical Images. CoRR abs/2207.09107 (2022) - [i44]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:
AlexaTM 20B: Few-Shot Learning Using a Large-Scale Multilingual Seq2Seq Model. CoRR abs/2208.01448 (2022) - 2021
- [c162]Emily Sheng, Kai-Wei Chang, Prem Natarajan, Nanyun Peng:
Societal Biases in Language Generation: Progress and Challenges. ACL/IJCNLP (1) 2021: 4275-4293 - [c161]Jiaxin Cheng, Ayush Jaiswal, Yue Wu, Pradeep Natarajan, Prem Natarajan:
Style-Aware Normalized Loss for Improving Arbitrary Style Transfer. CVPR 2021: 134-143 - [c160]Tao Tu, Qing Ping, Govindarajan Thattai, Gökhan Tür, Prem Natarajan:
Learning Better Visual Dialog Agents With Pretrained Visual-Linguistic Representation. CVPR 2021: 5622-5631 - [c159]Pengfei Yu, Heng Ji, Prem Natarajan:
Lifelong Event Detection with Knowledge Transfer. EMNLP (1) 2021: 5278-5290 - [c158]Jiaxin Cheng, Soumyaroop Nandi, Prem Natarajan, Wael Abd-Almageed:
SIGN: Spatial-information Incorporated Generative Network for Generalized Zero-shot Semantic Segmentation. ICCV 2021: 9536-9546 - [c157]Ekraam Sabir, Soumyaroop Nandi, Wael AbdAlmageed, Prem Natarajan:
BioFors: A Large Biomedical Image Forensics Dataset. ICCV 2021: 10943-10953 - [c156]Emily Sheng, Kai-Wei Chang, Prem Natarajan, Nanyun Peng:
"Nice Try, Kiddo": Investigating Ad Hominems in Dialogue Responses. NAACL-HLT 2021: 750-767 - [c155]Ayush Jaiswal, Yue Wu, Pradeep Natarajan, Premkumar Natarajan:
Class-agnostic Object Detection. WACV 2021: 918-927 - [i43]Xiao Guo, I-Hung Hsu, Wael AbdAlmageed, Premkumar Natarajan, Nanyun Peng:
MrGCN: Mirror Graph Convolution Network for Relation Extraction with Long-Term Dependencies. CoRR abs/2101.00124 (2021) - [i42]Ying Lin, Han Wang, Jiangning Chen, Tong Wang, Yue Liu, Heng Ji, Yang Liu, Premkumar Natarajan:
Personalized Entity Resolution with Dynamic Heterogeneous Knowledge Graph Representations. CoRR abs/2104.02667 (2021) - [i41]Jiaxin Cheng, Ayush Jaiswal, Yue Wu, Pradeep Natarajan, Prem Natarajan:
Style-Aware Normalized Loss for Improving Arbitrary Style Transfer. CoRR abs/2104.10064 (2021) - [i40]Emily Sheng, Kai-Wei Chang, Premkumar Natarajan, Nanyun Peng:
Societal Biases in Language Generation: Progress and Challenges. CoRR abs/2105.04054 (2021) - [i39]Tao Tu, Qing Ping, Govind Thattai, Gökhan Tür, Prem Natarajan:
Learning Better Visual Dialog Agents with Pretrained Visual-Linguistic Representation. CoRR abs/2105.11541 (2021) - [i38]Jiaxin Cheng, Soumyaroop Nandi, Prem Natarajan, Wael Abd-Almageed:
SIGN: Spatial-information Incorporated Generative Network for Generalized Zero-shot Semantic Segmentation. CoRR abs/2108.12517 (2021) - [i37]I-Hung Hsu, Kuan-Hao Huang, Elizabeth Boschee, Scott Miller, Prem Natarajan, Kai-Wei Chang, Nanyun Peng:
Event Extraction as Natural Language Generation. CoRR abs/2108.12724 (2021) - [i36]Ekraam Sabir, Soumyaroop Nandi, Wael AbdAlmageed, Prem Natarajan:
BioFors: A Large Biomedical Image Forensics Dataset. CoRR abs/2108.12961 (2021) - 2020
- [j17]Sidra Riaz, Unsang Park, Prem Natarajan:
Improving face verification using facial marks and deep CNN: IARPA Janus benchmark-A. Image Vis. Comput. 104: 104020 (2020) - [c154]Ayush Jaiswal, Daniel Moyer, Greg Ver Steeg, Wael AbdAlmageed, Premkumar Natarajan:
Invariant Representations through Adversarial Forgetting. AAAI 2020: 4272-4279 - [c153]Emily Sheng, Kai-Wei Chang, Prem Natarajan, Nanyun Peng:
Towards Controllable Biases in Language Generation. EMNLP (Findings) 2020: 3239-3254 - [c152]Ekraam Sabir, Ayush Jaiswal, Wael AbdAlmageed, Prem Natarajan:
MEG: Multi-Evidence GNN for Multimodal Semantic Forensics. ICPR 2020: 9804-9811 - [c151]Ayush Jaiswal, Simranjit Singh, Yue Wu, Pradeep Natarajan, Premkumar Natarajan:
Keypoints-aware Object Detection. Preregister@NeurIPS 2020: 62-72 - [i35]Emily Sheng, Kai-Wei Chang, Premkumar Natarajan, Nanyun Peng:
Towards Controllable Biases in Language Generation. CoRR abs/2005.00268 (2020) - [i34]Emily Sheng, Kai-Wei Chang, Premkumar Natarajan, Nanyun Peng:
"Nice Try, Kiddo": Ad Hominems in Dialogue Systems. CoRR abs/2010.12820 (2020) - [i33]Ekraam Sabir, Ayush Jaiswal, Wael AbdAlmageed, Prem Natarajan:
MEG: Multi-Evidence GNN for Multimodal Semantic Forensics. CoRR abs/2011.11286 (2020) - [i32]Ayush Jaiswal, Yue Wu, Pradeep Natarajan, Premkumar Natarajan:
Class-agnostic Object Detection. CoRR abs/2011.14204 (2020) - [i31]Qing Ping, Feiyang Niu, Govind Thattai, Joel Chengottusseriyil, Qiaozi Gao, Aishwarya N. Reganti, Prashanth Rajagopal, Gökhan Tür, Dilek Hakkani-Tür, Prem Natarajan:
Interactive Teaching for Conversational AI. CoRR abs/2012.00958 (2020)
2010 – 2019
- 2019
- [j16]Sidra Riaz, Zahid Ali, Unsang Park, Jongmoo Choi, Iacopo Masi, Prem Natarajan:
Age-invariant face recognition using gender specific 3D aging modeling. Multim. Tools Appl. 78(17): 25163-25183 (2019) - [j15]Sidra Riaz, Unsang Park, Jongmoo Choi, Prem Natarajan:
Age progression by gender-specific 3D aging model. Mach. Vis. Appl. 30(1): 91-109 (2019) - [j14]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:
Learning Pose-Aware Models for Pose-Invariant Face Recognition in the Wild. IEEE Trans. Pattern Anal. Mach. Intell. 41(2): 379-393 (2019) - [c150]Ekraam Sabir, Jiaxin Cheng, Ayush Jaiswal, Wael AbdAlmageed, Iacopo Masi, Prem Natarajan:
Recurrent Convolutional Strategies for Face Manipulation Detection in Videos. CVPR Workshops 2019: 80-87 - [c149]Yue Wu, Wael AbdAlmageed, Premkumar Natarajan:
ManTra-Net: Manipulation Tracing Network for Detection and Localization of Image Forgeries With Anomalous Features. CVPR 2019: 9543-9552 - [c148]Ayush Jaiswal, Yue Wu, Wael AbdAlmageed, Iacopo Masi, Premkumar Natarajan:
AIRD: Adversarial Learning Framework for Image Repurposing Detection. CVPR 2019: 11330-11339 - [c147]Jiaxin Cheng, Yue Wu, Wael AbdAlmageed, Premkumar Natarajan:
QATM: Quality-Aware Template Matching for Deep Learning. CVPR 2019: 11553-11562 - [c146]Emily Sheng, Kai-Wei Chang, Premkumar Natarajan, Nanyun Peng:
The Woman Worked as a Babysitter: On Biases in Language Generation. EMNLP/IJCNLP (1) 2019: 3405-3410 - [c145]Xiangyang Shi, Yue Wu, Huaigu Cao, Gully Burns, Prem Natarajan:
Layout-aware Subfigure Decomposition for Complex Figures in the Biomedical Literature. ICASSP 2019: 1343-1347 - [c144]Jiaxin Cheng, Achin Gupta, Yue Wu, Premkumar Natarajan:
A Study of Script Language Effects in Deep Neural-Network-Based Scene Text Detection. ICDAR 2019: 1451-1457 - [c143]I-Hung Hsu, Ayush Jaiswal, Premkumar Natarajan:
NIESR: Nuisance Invariant End-to-End Speech Recognition. INTERSPEECH 2019: 456-460 - [i30]Ayush Jaiswal, Yue Wu, Wael AbdAlmageed, Iacopo Masi, Premkumar Natarajan:
AIRD: Adversarial Learning Framework for Image Repurposing Detection. CoRR abs/1903.00788 (2019) - [i29]Jiaxin Cheng, Yue Wu, Wael Abd-Almageed, Premkumar Natarajan:
QATM: Quality-Aware Template Matching For Deep Learning. CoRR abs/1903.07254 (2019) - [i28]Ekraam Sabir, Jiaxin Cheng, Ayush Jaiswal, Wael AbdAlmageed, Iacopo Masi, Prem Natarajan:
Recurrent Convolutional Strategies for Face Manipulation Detection in Videos. CoRR abs/1905.00582 (2019) - [i27]Ayush Jaiswal, Rex Yue Wu, Wael AbdAlmageed, Premkumar Natarajan:
Unified Adversarial Invariance. CoRR abs/1905.03629 (2019) - [i26]I-Hung Hsu, Ayush Jaiswal, Premkumar Natarajan:
NIESR: Nuisance Invariant End-to-end Speech Recognition. CoRR abs/1907.03233 (2019) - [i25]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:
Report of 2017 NSF Workshop on Multimedia Challenges, Opportunities and Research Roadmaps. CoRR abs/1908.02308 (2019) - [i24]Emily Sheng, Kai-Wei Chang, Premkumar Natarajan, Nanyun Peng:
The Woman Worked as a Babysitter: On Biases in Language Generation. CoRR abs/1909.01326 (2019) - [i23]Ayush Jaiswal, Daniel Moyer, Greg Ver Steeg, Wael AbdAlmageed, Premkumar Natarajan:
Invariant Representations through Adversarial Forgetting. CoRR abs/1911.04060 (2019) - [i22]Ayush Jaiswal, Rob Brekelmans, Daniel Moyer, Greg Ver Steeg, Wael AbdAlmageed, Premkumar Natarajan:
Discovery and Separation of Features for Invariant Representation Learning. CoRR abs/1912.00646 (2019) - 2018
- [j13]Yue Wu, Tal Hassner, KangGeon Kim, Gérard G. Medioni, Prem Natarajan:
Facial Landmark Detection with Tweaked Convolutional Neural Networks. IEEE Trans. Pattern Anal. Mach. Intell. 40(12): 3067-3074 (2018) - [c142]Kuan Liu, Prem Natarajan:
A Batch Learning Framework for Scalable Personalized Ranking. AAAI 2018: 3667-3674 - [c141]Ayush Jaiswal, Wael AbdAlmageed, Yue Wu, Premkumar Natarajan:
Bidirectional Conditional Generative Adversarial Networks. ACCV (3) 2018: 216-232 - [c140]Zekun Li, Yue Wu, Wael Abd-Almageed, Prem Natarajan:
Weighted Feature Pooling Network in Template-Based Recognition. ACCV (5) 2018: 436-451 - [c139]Jiaxin Cheng, Yue Wu, Wael Abd-Almageed, Prem Natarajan:
Image-to-GPS Verification Through a Bottom-Up Pattern Matching Network. ACCV (5) 2018: 546-561 - [c138]Dhruva Kartik, Ekraam Sabir, Urbashi Mitra, Prem Natarajan:
Policy Design for Active Sequential Hypothesis Testing using Deep Learning. Allerton 2018: 741-748 - [c137]Stephen Rawls, Huaigu Cao, Joe Mathai, Prem Natarajan:
How To Efficiently Increase Resolution in Neural OCR Models. ASAR 2018: 140-144 - [c136]Yue Wu, Wael Abd-Almageed, Prem Natarajan:
BusterNet: Detecting Copy-Move Image Forgery with Source/Target Localization. ECCV (6) 2018: 170-186 - [c135]Ayush Jaiswal, Wael AbdAlmageed, Yue Wu, Premkumar Natarajan:
CapsuleGAN: Generative Adversarial Capsule Network. ECCV Workshops (3) 2018: 526-535 - [c134]Ekraam Sabir, Wael AbdAlmageed, Yue Wu, Prem Natarajan:
Deep Multimodal Image-Repurposing Detection. ACM Multimedia 2018: 1337-1345 - [c133]Ayush Jaiswal, Rex Yue Wu, Wael Abd-Almageed, Prem Natarajan:
Unsupervised Adversarial Invariance. NeurIPS 2018: 5097-5107 - [c132]Gully Burns, Xiangyang Shi, Yue Wu, Huaigu Cao, Premkumar Natarajan:
Towards Evidence Extraction : Analysis of Scientific Figures from Studies of Molecular Interactions. SemSci@ISWC 2018: 34-42 - [c131]Gully Burns, Xiangyang Shi, Yue Wu, Huaigu Cao, Prem Natarajan:
Towards Evidence Extraction: Analysis of Scientific Figures from Studies of Molecular Interactions. ISWC (Best Workshop Papers) 2018: 95-102 - [c130]Iacopo Masi, Yue Wu, Tal Hassner, Prem Natarajan:
Deep Face Recognition: A Survey. SIBGRAPI 2018: 471-478 - [c129]Yue Wu, Wael Abd-Almageed, Prem Natarajan:
Image Copy-Move Forgery Detection via an End-to-End Deep Neural Network. WACV 2018: 1907-1915 - [i21]Ayush Jaiswal, Wael AbdAlmageed, Premkumar Natarajan:
CapsuleGAN: Generative Adversarial Capsule Network. CoRR abs/1802.06167 (2018) - [i20]Ekraam Sabir, Stephen Rawls, Prem Natarajan:
Implicit Language Model in LSTM for OCR. CoRR abs/1805.09441 (2018) - [i19]Kuan Liu, Xing Shi, Prem Natarajan:
A Sequential Embedding Approach for Item Recommendation with Heterogeneous Attributes. CoRR abs/1805.11008 (2018) - [i18]Kuan Liu, Yanen Li, Ning Xu, Prem Natarajan:
Learn to Combine Modalities in Multimodal Deep Learning. CoRR abs/1805.11730 (2018) - [i17]Ekraam Sabir, Wael AbdAlmageed, Yue Wu, Prem Natarajan:
Deep Multimodal Image-Repurposing Detection. CoRR abs/1808.06686 (2018) - [i16]Emily Sheng, Prem Natarajan:
A Byte-sized Approach to Named Entity Recognition. CoRR abs/1809.08386 (2018) - [i15]Ayush Jaiswal, Yue Wu, Wael AbdAlmageed, Premkumar Natarajan:
Unsupervised Adversarial Invariance. CoRR abs/1809.10083 (2018) - [i14]Dhruva Kartik, Ekraam Sabir, Urbashi Mitra, Prem Natarajan:
Policy Design for Active Sequential Hypothesis Testing using Deep Learning. CoRR abs/1810.04859 (2018) - [i13]Jiaxin Cheng, Yue Wu, Wael Abd-Almageed, Prem Natarajan:
Image-to-GPS Verification Through A Bottom-Up Pattern Matching Network. CoRR abs/1811.07288 (2018) - 2017
- [c128]Stephen Rawls, Huaigu Cao, Ekraam Sabir, Prem Natarajan:
Combining deep learning and language modeling for segmentation-free OCR from raw pixels. ASAR 2017: 119-123 - [c127]Emily Sheng, Prem Natarajan, Jonathan Gordon, Gully Burns:
An Investigation into the Pedagogical Features of Documents. BEA@EMNLP 2017: 109-120 - [c126]Yue Wu, Wael Abd-Almageed, Stephen Rawls, Premkumar Natarajan:
EPAT: Euclidean Perturbation Analysis and Transform - An Agnostic Data Adaptation Framework for Improving Facial Landmark Detectors. FG 2017: 222-229 - [c125]Yue Wu, Prem Natarajan:
Self-Organized Text Detection with Minimal Post-processing via Border Learning. ICCV 2017: 5010-5019 - [c124]Ekraam Sabir, Stephen Rawls, Prem Natarajan:
Implicit Language Model in LSTM for OCR. MOCR@ICDAR 2017: 27-31 - [c123]Stephen Rawls, Huaigu Cao, Senthil Kumar, Prem Natarajan:
Combining Convolutional Neural Networks and LSTMs for Segmentation-Free OCR. ICDAR 2017: 155-160 - [c122]Xujun Peng, Huaigu Cao, Prem Natarajan:
Using Convolutional Encoder-Decoder for Document Image Binarization. ICDAR 2017: 708-713 - [c121]Huaigu Cao, Stephen Rawls, Prem Natarajan:
1990 US Census Form Recognition Using CTC Network, WFST Language Model, and Surname Correction. ICDAR 2017: 977-982 - [c120]Kuan Liu, Xing Shi, Prem Natarajan:
Sequential Heterogeneous Attribute Embedding for Item Recommendation. ICDM Workshops 2017: 773-780 - [c119]Ayush Jaiswal, Ekraam Sabir, Wael Abd-Almageed, Premkumar Natarajan:
Multimedia Semantic Integrity Assessment Using Joint Embedding Of Images And Text. ACM Multimedia 2017: 1465-1471 - [c118]Yue Wu, Wael Abd-Almageed, Prem Natarajan:
Deep Matching and Validation Network: An End-to-End Solution to Constrained Image Splicing Localization and Detection. ACM Multimedia 2017: 1480-1502 - [c117]Kuan Liu, Prem Natarajan:
WMRB: Learning to Rank in a Scalable Batch Training Approach. RecSys Posters 2017 - [i12]Yue Wu, Wael Abd-Almageed, Prem Natarajan:
Deep Matching and Validation Network - An End-to-End Solution to Constrained Image Splicing Localization and Detection. CoRR abs/1705.09765 (2017) - [i11]Ayush Jaiswal, Ekraam Sabir, Wael Abd-Almageed, Premkumar Natarajan:
Multimedia Semantic Integrity Assessment Using Joint Embedding Of Images And Text. CoRR abs/1707.01606 (2017) - [i10]Emily Sheng, Prem Natarajan, Jonathan Gordon, Gully Burns:
An Investigation into the Pedagogical Features of Documents. CoRR abs/1708.00179 (2017) - [i9]Kuan Liu, Prem Natarajan:
WMRB: Learning to Rank in a Scalable Batch Training Approach. CoRR abs/1711.04015 (2017) - [i8]Kuan Liu, Prem Natarajan:
A Batch Learning Framework for Scalable Personalized Ranking. CoRR abs/1711.04019 (2017) - [i7]Ayush Jaiswal, Wael Abd-Almageed, Yue Wu, Premkumar Natarajan:
Bidirectional Conditional Generative Adversarial Networks. CoRR abs/1711.07461 (2017) - 2016
- [c116]Jonathan Gordon, Linhong Zhu, Aram Galstyan, Prem Natarajan, Gully Burns:
Modeling Concept Dependencies in a Scientific Corpus. ACL (1) 2016 - [c115]Tal Hassner, Iacopo Masi, Jungyeon Kim, Jongmoo Choi, Shai Harel, Prem Natarajan, Gérard G. Medioni:
Pooling Faces: Template Based Face Recognition with Pooled Face Images. CVPR Workshops 2016: 127-135 - [c114]Iacopo Masi, Stephen Rawls, Gérard G. Medioni, Prem Natarajan:
Pose-Aware Face Recognition in the Wild. CVPR 2016: 4838-4846 - [c113]Xujun Peng, Huaigu Cao, Prem Natarajan:
Document Image Quality Assessment Using Discriminative Sparse Representation. DAS 2016: 227-232 - [c112]Yue Wu, Premkumar Natarajan, Stephen Rawls, Wael Abd-Almageed:
Learning document image binarization from data. ICIP 2016: 3763-3767 - [c111]Yue Wu, Wael Abd-Almageed, Stephen Rawls, Prem Natarajan:
Computationally efficient template-based face recognition. ICPR 2016: 1424-1429 - [c110]Kuan Liu, Xing Shi, Anoop Kumar, Linhong Zhu, Prem Natarajan:
Temporal learning and sequence modeling for a job recommender system. RecSys Challenge 2016: 7:1-7:4 - [c109]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:
Face recognition using deep multi-pose representations. WACV 2016: 1-9 - [i6]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:
Face Recognition Using Deep Multi-Pose Representations. CoRR abs/1603.07388 (2016) - [i5]Tal Hassner, Iacopo Masi, Jungyeon Kim, Jongmoo Choi, Shai Harel, Prem Natarajan, Gérard G. Medioni:
Pooling Faces: Template based Face Recognition with Pooled Face Images. CoRR abs/1607.01450 (2016) - [i4]Kuan Liu, Xing Shi, Anoop Kumar, Linhong Zhu, Prem Natarajan:
Temporal Learning and Sequence Modeling for a Job Recommender System. CoRR abs/1608.03333 (2016) - 2015
- [j12]Jinying Chen, Huaigu Cao, Premkumar Natarajan:
Integrating natural language processing with image document analysis: what we learned from two real-world applications. Int. J. Document Anal. Recognit. 18(3): 235-247 (2015) - [c108]Xujun Peng, Huaigu Cao, Prem Natarajan:
Boost OCR accuracy using iVector based system combination approach. DRR 2015: 94020E - [c107]Xujun Peng, Huaigu Cao, Prem Natarajan:
Document image OCR accuracy prediction via latent Dirichlet allocation. ICDAR 2015: 771-775 - [c106]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:
Building and Using a Knowledge Graph to Combat Human Trafficking. ISWC (2) 2015: 205-221 - [c105]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:
Using a Knowledge Graph to Combat Human Trafficking. ISWC (Posters & Demos) 2015 - [i3]Yue Wu, Stephen Rawls, Wael Abd-Almageed, Premkumar Natarajan:
Learning Document Image Binarization from Data. CoRR abs/1505.00529 (2015) - 2014
- [j11]Yue Wu, Brian H. Tracey, Premkumar Natarajan, Joseph P. Noonan:
Fast blockwise SURE shrinkage for image denoising. Signal Process. 103: 45-59 (2014) - [c104]Shengxin Zha, Xujun Peng, Huaigu Cao, Xiaodan Zhuang, Pradeep Natarajan, Prem Natarajan:
Text Classification via iVector Based Feature Representation. Document Analysis Systems 2014: 151-155 - [c103]Yue Wu, Shengxin Zha, Huaigu Cao, Daben Liu, Premkumar Natarajan:
A Markov chain based line segmentation framework for handwritten character recognition. DRR 2014: 90210C-90210C-12 - [c102]Nan Li, Jinying Chen, Huaigu Cao, Bing Zhang, Prem Natarajan:
Applications of Recurrent Neural Network Language Model in Offline Handwriting Recognition and Word Spotting. ICFHR 2014: 134-139 - [c101]Huaigu Cao, Prem Natarajan, Xujun Peng, Krishna Subramanian, David Belanger, Nan Li:
Progress in the Raytheon BBN Arabic Offline Handwriting Recognition System. ICFHR 2014: 555-560 - [c100]Jinying Chen, Yue Wu, Huaigu Cao, Prem Natarajan:
Confusion Network Based Recurrent Neural Network Language Modeling for Chinese OCR Error Detection. ICPR 2014: 1266-1271 - 2013
- [j10]Sankaranarayanan Ananthakrishnan, Rohit Prasad, David Stallard, Prem Natarajan:
Batch-mode semi-supervised active learning for statistical machine translation. Comput. Speech Lang. 27(2): 397-406 (2013) - [j9]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:
BBN TransTalk: Robust multilingual two-way speech-to-speech translation for mobile platforms. Comput. Speech Lang. 27(2): 475-491 (2013) - [j8]Yue Wu, Yicong Zhou, George Saveriades, Sos S. Agaian, Joseph P. Noonan, Premkumar Natarajan:
Local Shannon entropy measure with statistical tests for image randomness. Inf. Sci. 222: 323-342 (2013) - [j7]Yue Wu, Brian Tracey, Premkumar Natarajan, Joseph P. Noonan:
James-Stein Type Center Pixel Weights for Non-Local Means Image Denoising. IEEE Signal Process. Lett. 20(4): 411-414 (2013) - [j6]Yue Wu, Brian Tracey, Premkumar Natarajan, Joseph P. Noonan:
Probabilistic Non-Local Means. IEEE Signal Process. Lett. 20(8): 763-766 (2013) - [c99]Sanjika Hewavitharana, Dennis Mehay, Sankaranarayanan Ananthakrishnan, Prem Natarajan:
Incremental Topic-Based Translation Model Adaptation for Conversational Spoken Language Translation. ACL (2) 2013: 697-701 - [c98]Manish Gaurav, Guruprasad Saikumar, Amit Srivastava, Premkumar Natarajan, Shankar Ananthakrishnan, Spyros Matsoukas:
Leveraging Arabic-English Bilingual Corpora with Crowd Sourcing-Based Annotation for Arabic-Hebrew SMT. CICLing (2) 2013: 297-310 - [c97]Aravind Namandi Vembu, Pradeep Natarajan, Shuang Wu, Rohit Prasad, Prem Natarajan:
Graph based multimodal word clustering for video event detection. ICASSP 2013: 3667-3671 - [c96]Wei Chen, Sankaranarayanan Ananthakrishnan, Rohit Kumar, Rohit Prasad, Prem Natarajan:
ASR error detection in a conversational spoken language translation system. ICASSP 2013: 7418-7422 - [c95]Xujun Peng, Huaigu Cao, Srirangaraj Setlur, Venu Govindaraju, Prem Natarajan:
Multilingual OCR research and applications: an overview. MOCR@ICDAR 2013: 1:1-1:8 - [c94]Jinying Chen, Rohit Prasad, Huaigu Cao, Premkumar Natarajan:
Detecting OOV Names in Arabic Handwritten Data. ICDAR 2013: 994-998 - [c93]Xujun Peng, Huaigu Cao, Krishna Subramanian, Rohit Prasad, Prem Natarajan:
Exploiting Stroke Orientation for CRF Based Binarization of Historical Documents. ICDAR 2013: 1034-1038 - [c92]Xiaodan Zhuang, Shuang Wu, Pradeep Natarajan, Rohit Prasad, Prem Natarajan:
Audio self organized units for high-level event detection. INTERSPEECH 2013: 2953-2957 - [c91]Wei Chen, Sankaranarayanan Ananthakrishnan, Rohit Prasad, Prem Natarajan:
Variable-Span out-of-vocabulary named entity detection. INTERSPEECH 2013: 3761-3765 - [c90]Sankaranarayanan Ananthakrishnan, Sanjika Hewavitharana, Rohit Kumar, Enoch Kan, Rohit Prasad, Prem Natarajan:
Semi-Supervised Word Sense Disambiguation for Mixed-Initiative Conversational Spoken Language Translation. MTSummit 2013 - [c89]Shiv Naga Prasad Vitaladevuni, Pradeep Natarajan, Shuang Wu, Xiaodan Zhuang, Rohit Prasad, Premkumar Natarajan:
Scene image categorization and video event detection using Naive Bayes Nearest Neighbor. WACV 2013: 140-147 - [c88]Devansh Arpit, Shuang Wu, Pradeep Natarajan, Rohit Prasad, Premkumar Natarajan:
Ridge Regression based classifiers for large scale class imbalanced datasets. WACV 2013: 267-274 - [e3]Venu Govindaraju, Prem Natarajan, Santanu Chaudhury, Daniel P. Lopresti, Srirangaraj Setlur, Huaigu Cao:
Proceedings of the 4th International Workshop on Multilingual OCR, MOCR@ICDAR 2013, Washington, D.C., USA, August 24, 2013. ACM 2013, ISBN 978-1-4503-2114-3 [contents] - [i2]Yue Wu, Brian Tracey, Premkumar Natarajan, Joseph P. Noonan:
Probabilistic Non-Local Means. CoRR abs/1302.5762 (2013) - [i1]Yue Wu, Brian Tracey, Premkumar Natarajan, Joseph P. Noonan:
Blockwise SURE Shrinkage for Non-Local Means. CoRR abs/1305.4298 (2013) - 2012
- [c87]Pradeep Natarajan, Shuang Wu, Shiv Naga Prasad Vitaladevuni, Xiaodan Zhuang, Stavros Tsakalidis, Unsang Park, Rohit Prasad, Premkumar Natarajan:
Multimodal feature fusion for robust event detection in web videos. CVPR 2012: 1298-1305 - [c86]Le Kang, David S. Doermann, Huaigu Cao, Rohit Prasad, Prem Natarajan:
Local Segmentation of Touching Characters Using Contour Based Shape Decomposition. Document Analysis Systems 2012: 460-464 - [c85]Jinying Chen, Jacob Devlin, Huaigu Cao, Rohit Prasad, Premkumar Natarajan:
Automatic Tune Set Generation for Machine Translation with Limited Indomain Data. EAMT 2012: 161-168 - [c84]Pradeep Natarajan, Shuang Wu, Shiv Naga Prasad Vitaladevuni, Xiaodan Zhuang, Unsang Park, Rohit Prasad, Premkumar Natarajan:
Multi-channel Shape-Flow Kernel Descriptors for Robust Video Event Detection and Retrieval. ECCV (2) 2012: 301-314 - [c83]Sankaranarayanan Ananthakrishnan, Stavros Tsakalidis, Rohit Prasad, Prem Natarajan, Aravind Namandi Vembu:
Automatic pronunciation prediction for text-to-speech synthesis of dialectal arabic in a speech-to-speech translation system. ICASSP 2012: 4957-4960 - [c82]Jin Chen, Bing Zhang, Huaigu Cao, Rohit Prasad, Prem Natarajan:
Applying Discriminatively Optimized Feature Transform for HMM-based Off-Line Handwriting Recognition. ICFHR 2012: 219-224 - [c81]Jacob Devlin, Matin Kamali, Krishna Subramanian, Rohit Prasad, Prem Natarajan:
Statistical Machine Translation as a Language Model for Handwriting Recognition. ICFHR 2012: 291-296 - [c80]Huaigu Cao, Krishna Subramanian, Xujun Peng, Jinying Chen, Rohit Prasad, Prem Natarajan:
Extracting information from handwritten content in census forms. ICPR 2012: 306-309 - [c79]Huaigu Cao, Jinying Chen, Jacob Devlin, Rohit Prasad, Prem Natarajan:
Document recognition and translation system for unconstrained Arabic documents. ICPR 2012: 318-321 - [c78]Shiv Naga Prasad Vitaladevuni, Fred Choi, Rohit Prasad, Premkumar Natarajan:
Detecting near-duplicate document images using interest point matching. ICPR 2012: 347-350 - [c77]Xiaodan Zhuang, Stavros Tsakalidis, Shuang Wu, Pradeep Natarajan, Rohit Prasad, Prem Natarajan:
Compact Audio Representation for Event Detection in Consumer Media. INTERSPEECH 2012: 2089-2092 - [c76]Stavros Tsakalidis, Xiaodan Zhuang, Roger Hsiao, Shuang Wu, Pradeep Natarajan, Rohit Prasad, Prem Natarajan:
Robust Event Detection From Spoken Content In Consumer Domain Videos. INTERSPEECH 2012: 2101-2104 - [c75]Rohit Kumar, Rohit Prasad, Sankaranarayanan Ananthakrishnan, Aravind Namandi Vembu, David Stallard, Stavros Tsakalidis, Prem Natarajan:
Detecting OOV Named-Entities in Conversational Speech. INTERSPEECH 2012: 2354-2357 - [c74]Rohit Prasad, Rohit Kumar, Sankaranarayanan Ananthakrishnan, Wei Chen, Sanjika Hewavitharana, Matthew E. Roy, Fred Choi, Aaron Challenner, Enoch Kan, Arvind Neelakantan, Prem Natarajan:
Active error detection and resolution for speech-to-speech translation. IWSLT 2012: 150-157 - [c73]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:
BBNVISER : BBN VISER TRECVID 2012 Multimedia Event Detection and Multimedia Event Recounting Systems. TRECVID 2012 - 2011
- [j5]Krishna Subramanian, Rohit Prasad, Prem Natarajan:
Robust named entity detection from optical character recognition output. Int. J. Document Anal. Recognit. 14(2): 189-200 (2011) - [c72]Sankaranarayanan Ananthakrishnan, Rohit Prasad, Prem Natarajan:
On-line Language Model Biasing for Statistical Machine Translation. ACL (2) 2011: 445-449 - [c71]Yue Wu, Pradeep Natarajan, Joseph P. Noonan, Rohit Prasad, Premkumar Natarajan:
Wavelet Band-pass Filters for Matching Multiple Templates in Real-time. BMVC 2011: 1-12 - [c70]Jayant Kumar, Rohit Prasad, Huaigu Cao, Wael Abd-Almageed, David S. Doermann, Premkumar Natarajan:
Shape codebook based handwritten and machine printed text zone extraction. DRR 2011: 787406 - [c69]Saurabh Khanwalkar, Guruprasad Saikumar, Amit Srivastava, Premkumar Natarajan:
Discriminative Acoustic Event Recognition in multimedia recordings. EUSIPCO 2011: 1312-1316 - [c68]Chao Gao, Guruprasad Saikumar, Amit Srivastava, Premkumar Natarajan:
Open-set speaker identification in broadcast news. ICASSP 2011: 5280-5283 - [c67]Shiv Naga Prasad Vitaladevuni, Pradeep Natarajan, Rohit Prasad, Prem Natarajan:
Efficient Orthogonal Matching Pursuit using sparse random projections for scene and video classification. ICCV 2011: 2312-2319 - [c66]Pradeep Natarajan, David Belanger, Rohit Prasad, Matin Kamali, Krishna Subramanian, Prem Natarajan:
Baseline Dependent Percentile Features for Offline Arabic Handwriting Recognition. ICDAR 2011: 329-333 - [c65]Vasant Manohar, Shiv Naga Prasad Vitaladevuni, Huaigu Cao, Rohit Prasad, Prem Natarajan:
Graph Clustering-Based Ensemble Method for Handwritten Text Line Segmentation. ICDAR 2011: 574-578 - [c64]Huaigu Cao, Rohit Prasad, Prem Natarajan:
OCR-Driven Writer Identification and Adaptation in an HMM Handwriting Recognition System. ICDAR 2011: 739-743 - [c63]Huaigu Cao, Rohit Prasad, Prem Natarajan:
Handwritten and Typewritten Text Identification and Recognition Using Hidden Markov Models. ICDAR 2011: 744-748 - [c62]Xujun Peng, Huaigu Cao, Rohit Prasad, Premkumar Natarajan:
Text Extraction from Video Using Conditional Random Fields. ICDAR 2011: 1029-1033 - [c61]Xujun Peng, Huaigu Cao, Krishna Subramanian, Rohit Prasad, Prem Natarajan:
Automated image quality assessment for camera-captured OCR. ICIP 2011: 2621-2624 - [c60]Pradeep Natarajan, Yue Wu, Shirin Saleem, Ehry MacRostie, Frederick Bernardin, Rohit Prasad, Prem Natarajan:
Large-scale, real-time logo recognition in broadcast videos. ICME 2011: 1-4 - [c59]Sankaranarayanan Ananthakrishnan, Shiv Naga Prasad Vitaladevuni, Rohit Prasad, Prem Natarajan:
Source Error-Projection for Sample Selection in Phrase-Based SMT for Resource-Poor Languages. IJCNLP 2011: 819-827 - [c58]Pradeep Natarajan, Stavros Tsakalidis, Vasant Manohar, Rohit Prasad, Premkumar Natarajan:
Unsupervised Audio Analysis for Categorizing Heterogeneous Consumer Domain Videos. INTERSPEECH 2011: 313-316 - [c57]Sankaranarayanan Ananthakrishnan, Stavros Tsakalidis, Rohit Prasad, Premkumar Natarajan:
On-Line Language Model Biasing for Multi-Pass Automatic Speech Recognition. INTERSPEECH 2011: 621-624 - [c56]Chao Gao, Guruprasad Saikumar, Saurabh Khanwalkar, Avi Herscovici, Anoop Kumar, Amit Srivastava, Premkumar Natarajan:
Online Speech Activity Detection in Broadcast News. INTERSPEECH 2011: 2637-2640 - [c55]Vasant Manohar, Stavros Tsakalidis, Pradeep Natarajan, Rohit Prasad, Prem Natarajan:
Audio-visual fusion using bayesian model combination for web video retrieval. ACM Multimedia 2011: 1537-1540 - [c54]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:
BBN VISER TRECVID 2011 Multimedia Event Detection System. TRECVID 2011 - 2010
- [c53]Sankaranarayanan Ananthakrishnan, Rohit Prasad, David Stallard, Prem Natarajan:
A Semi-Supervised Batch-Mode Active Learning Strategy for Improved Statistical Machine Translation. CoNLL 2010: 126-134 - [c52]Jin Chen, Huaigu Cao, Rohit Prasad, Anurag Bhardwaj, Premkumar Natarajan:
Gabor features for offline Arabic handwriting recognition. Document Analysis Systems 2010: 53-58 - [c51]Ehry MacRostie, Rohit Prasad, Stephen Rawls, Matin Kamali, Huaigu Cao, Krishna Subramanian, Premkumar Natarajan:
The BBN document analysis service: a platform for multilingual document translation. Document Analysis Systems 2010: 447-454 - [c50]Sankaranarayanan Ananthakrishnan, Rohit Prasad, David Stallard, Prem Natarajan:
Discriminative Sample Selection for Statistical Machine Translation. EMNLP 2010: 626-635 - [c49]Rohit Prasad, Stavros Tsakalidis, Ivan Bulyko, Chia-Lin Kao, Prem Natarajan:
Pashto speech recognition with limited pronunciation lexicon. ICASSP 2010: 5086-5089 - [c48]David Stallard, Rohit Prasad, Shankar Ananthakrishnan, Fred Choi, Shirin Saleem, Prem Natarajan:
Evaluating different confirmation strategies for speech-to-speech translation systems. ICASSP 2010: 5218-5221 - [c47]Huaigu Cao, Rohit Prasad, Prem Natarajan:
Improvements in HMM Adaptation for Handwriting Recognition Using Writer Identification and Duration Adaptation. ICFHR 2010: 154-159 - [c46]Rohit Prasad, Anurag Bhardwaj, Krishna Subramanian, Huaigu Cao, Premkumar Natarajan:
Stochastic Segment Model Adaptation for Offline Handwriting Recognition. ICPR 2010: 1993-1996 - [c45]Rohit Prasad, Matin Kamali, David Belanger, Antti-Veikko I. Rosti, Spyros Matsoukas, Prem Natarajan:
Consensus Network Based Hypotheses Combination for Arabic Offline Handwriting Recognition. ICPR 2010: 2861-2864 - [c44]Vivek Kumar Rangarajan Sridhar, Rohit Prasad, Prem Natarajan:
Mutual information analysis for feature and sensor subset selection in surface electromyography based speech recognition. INTERSPEECH 2010: 1205-1208 - [c43]Mark Raugas, Vivek Kumar Rangarajan Sridhar, Rohit Prasad, Prem Natarajan:
Multi resolution discriminative models for subvocalic speech recognition. INTERSPEECH 2010: 2626-2629 - [c42]Sankaranarayanan Ananthakrishnan, Rohit Prasad, Prem Natarajan:
Phrase alignment confidence for statistical machine translation. INTERSPEECH 2010: 2878-2881 - [c41]Sankaranarayanan Ananthakrishnan, Rohit Prasad, Prem Natarajan:
An unsupervised boosting technique for refiningword alignment. SLT 2010: 177-182 - [e2]David S. Doermann, Venu Govindaraju, Daniel P. Lopresti, Premkumar Natarajan:
The Ninth IAPR International Workshop on Document Analysis Systems, DAS 2010, June 9-11, 2010, Boston, Massachusetts, USA. ACM International Conference Proceeding Series, ACM 2010, ISBN 978-1-60558-773-8 [contents]
2000 – 2009
- 2009
- [c40]Krishna Subramanian, Rohit Prasad, Prem Natarajan:
Robust named entity detection using an Arabic offline handwriting recognition system. AND 2009: 63-68 - [c39]Stavros Tsakalidis, Rohit Prasad, Premkumar Natarajan:
Context-dependent pronunciation modeling for Iraqi ASR. ICASSP 2009: 4457-4460 - [c38]Huaigu Cao, Rohit Prasad, Prem Natarajan:
A stroke regeneration method for cleaning rule-lines in handwritten document images. MOCR@ICDAR 2009: 4 - [c37]Shirin Saleem, Huaigu Cao, Krishna Subramanian, Matin Kamali, Rohit Prasad, Premkumar Natarajan:
Improvements in BBN's HMM-Based Offline Arabic Handwriting Recognition System. ICDAR 2009: 773-777 - [c36]Premkumar Natarajan, Krishna Subramanian, Anurag Bhardwaj, Rohit Prasad:
Stochastic Segment Modeling for Offline Handwriting Recognition. ICDAR 2009: 971-975 - [c35]Huaigu Cao, Rohit Prasad, Shirin Saleem, Premkumar Natarajan:
Unsupervised HMM Adaptation Using Page Style Clustering. ICDAR 2009: 1091-1095 - [c34]Huaigu Cao, Rohit Prasad, Premkumar Natarajan, Venu Govindaraju:
Nested state indexing in pairwise Markov networks for fast handwritten document image rule-line removal. ICIP 2009: 2009-2012 - [c33]Premkumar Natarajan:
Two-way speech-to-speech translation for communicating across language barriers. IWSLT 2009 - [c32]David Stallard, Rohit Prasad, Prem Natarajan:
Development and internal evaluation of speech-to-speech translation technology at BBN. PerMIS 2009: 231-237 - [e1]Venu Govindaraju, Prem Natarajan, Santanu Chaudhury, Daniel P. Lopresti:
Proceedings of the International Workshop on Multilingual OCR, MOCR@ICDAR 2009, Barcelona, Spain, July 25, 2009. ACM 2009, ISBN 978-1-60558-698-4 [contents] - 2008
- [c31]Ehry MacRostie, Jonathan Watson, Prem Natarajan:
Comparison of Spoken and Visual Natural Language Content in Video. AAAI Fall Symposium: Multimedia Information Extraction 2008: 18-21 - [c30]Kriste Krstovski, Ehry MacRostie, Rohit Prasad, Premkumar Natarajan:
End-to-End Trainable Thai OCR System Using Hidden Markov Models. Document Analysis Systems 2008: 607-614 - [c29]Krishna Subramanian, Rohit Prasad, Ehry MacRostie, Premkumar Natarajan:
Robust named entity detection in videotext using character lattices. ICASSP 2008: 1241-1244 - [c28]Rohit Prasad, Shirin Saleem, Ehry MacRostie, Premkumar Natarajan, Michael Decerbo:
Multi-frame combination for robust videotext recognition. ICASSP 2008: 1357-1360 - [c27]David Stallard, Chia-Lin Kao, Kriste Krstovski, Daben Liu, Premkumar Natarajan, Rohit Prasad, Shirin Saleem, Krishna Subramanian:
Recent improvements and performance analysis of ASR and MT in a speech-to-speech translation system. ICASSP 2008: 4973-4976 - [c26]Daben Liu, Sam McVeety, Rohit Prasad, Premkumar Natarajan:
Semi-supervised topic classification for low resource languages. ICASSP 2008: 5093-5096 - [c25]Rohit Prasad, Shirin Saleem, Matin Kamali, Ralf Meermeier, Premkumar Natarajan:
Improvements in hidden Markov model based Arabic OCR. ICPR 2008: 1-4 - [c24]Chia-Lin Kao, Shirin Saleem, Rohit Prasad, Fred Choi, Premkumar Natarajan, David Stallard, Kriste Krstovski, Matin Kamali:
Rapid development of an English/farsi speech-to-speech translation system. IWSLT 2008: 166-173 - [c23]Fred Choi, Stavros Tsakalidis, Shirin Saleem, Chia-Lin Kao, Ralf Meermeier, Kriste Krstovski, Christine Moran, Krishna Subramanian, Rohit Prasad, Prem Natarajan:
Recent improvements in BBN's English/Iraqi speech-to-speech translation system. SLT 2008: 245-248 - [c22]Rohit Prasad, Christine Moran, Fred Choi, Ralf Meermeier, Shirin Saleem, Chia-Lin Kao, David Stallard, Prem Natarajan:
Name aware speech-to-speech translation for English/Iraqi. SLT 2008: 249-252 - 2007
- [j4]Premkumar Natarajan, Rohit Prasad, Krishna Subramanian, Shirin Saleem, Fred Choi, Richard M. Schwartz:
Finding structure in noisy text: topic classification and unsupervised clustering. Int. J. Document Anal. Recognit. 10(3-4): 187-198 (2007) - [c21]Krishna Subramanian, David Stallard, Rohit Prasad, Shirin Saleem, Prem Natarajan:
Semantic translation error rate for evaluating translation systems. ASRU 2007: 390-395 - [c20]Krishna Subramanian, Rohit Prasad, Prem Natarajan, Richard M. Schwartz:
Optimal Estimation of Rejection Thresholds for Topic Spotting. ICASSP (4) 2007: 81-84 - [c19]Krishna Subramanian, Premkumar Natarajan, Michael Decerbo, David A. Castañón:
Character-Stroke Detection for Text-Localization and Extraction. ICDAR 2007: 33-37 - [c18]Huaigu Cao, Rohit Prasad, Premkumar Natarajan, Ehry MacRostie:
Robust Page Segmentation Based on Smearing and Error Correction Unifying Top-down and Bottom-up Approaches. ICDAR 2007: 392-396 - [c17]Shirin Saleem, Krishna Subramanian, Rohit Prasad, David Stallard, Chia-Lin Kao, Prem Natarajan, Raid Suleiman:
Improvements in machine translation for English/iraqi speech translation. INTERSPEECH 2007: 2445-2448 - [c16]David Stallard, Fred Choi, Chia-Lin Kao, Kriste Krstovski, Premkumar Natarajan, Rohit Prasad, Shirin Saleem, Krishna Subramanian:
The BBN 2007 displayless English/iraqi speech-to-speech translation system. INTERSPEECH 2007: 2817-2820 - 2006
- [c15]Shirin Saleem, Rohit Prasad, Prem Natarajan:
Colloquial Iraqi ASR for speech translation. INTERSPEECH 2006 - [c14]David Stallard, Fred Choi, Kriste Krstovski, Prem Natarajan, Rohit Prasad, Shirin Saleem:
A hybrid phrase-based/statistical speech translation system. INTERSPEECH 2006 - [c13]Prem Natarajan, Shirin Saleem, Rohit Prasad, Ehry MacRostie, Krishna Subramanian:
Multi-lingual Offline Handwriting Recognition Using Hidden Markov Models: A Script-Independent Approach. SACH 2006: 231-250 - [c12]David Stallard, Fred Choi, Kriste Krstovski, Prem Natarajan, Rohit Prasad, Shirin Saleem, Raid Suleiman:
Design and Evaluation of the 2006 BBN English/Iraqi Two-Way speech Translation System. SLT 2006: 254-257 - 2005
- [c11]Premkumar S. Natarajan, Ehry MacRostie, Michael Decerbo:
The BBN Byblos Hindi OCR system. DRR 2005: 10-16 - [c10]Michael Decerbo, Premkumar Natarajan, Rohit Prasad, Ehry MacRostie:
Performance Improvements to the BBN Byblos OCR System. ICDAR 2005: 411-415 - [c9]Premkumar Natarajan, Ram Sundaram, Rohit Prasad, Ehry MacRostie:
Character Duration Modeling for Speed Improvements in the BBN Byblos OCR System. ICDAR 2005: 1136-1140 - 2004
- [c8]Ehry MacRostie, Premkumar Natarajan, Michael Decerbo, Rohit Prasad:
The BBN Byblos Japanese OCR System. ICPR (2) 2004: 650-653 - 2003
- [j3]Jonathan May, Ada Brunstein, Premkumar Natarajan, Ralph M. Weischedel:
Surprise! What's in a Cebuano or Hindi Name? ACM Trans. Asian Lang. Inf. Process. 2(3): 169-180 (2003) - [c7]David Stallard, John Makhoul, Fred Choi, Ehry MacRostie, Premkumar Natarajan, Richard M. Schwartz, Bushra Zawaydeh:
Design and evaluation of a limited two-way speech translator. INTERSPEECH 2003: 2221-2224 - 2002
- [c6]Premkumar Natarajan, Rohit Prasad, Richard M. Schwartz, John Makhoul:
A scalable architecture for Directory Assistance automation. ICASSP 2002: 21-24 - [c5]Premkumar Natarajan, Rohit Prasad, Bernhard Suhm, Daniel McCarthy:
Speech-enabled natural language call routing: BBN call director. INTERSPEECH 2002: 1161-1164 - [c4]David Stallard, Premkumar Natarajan, Mohammed Noamany, Richard M. Schwartz, John Makhoul:
Design for a speech-to-speech translator for field use. INTERSPEECH 2002: 1705-1708 - 2001
- [j2]Premkumar Natarajan, Zhidong Lu, Richard M. Schwartz, Issam Bazzi, John Makhoul:
Multilingual Machine Printed OCR. Int. J. Pattern Recognit. Artif. Intell. 15(1): 43-63 (2001) - [c3]Premkumar Natarajan, Baback Elmieh, Richard M. Schwartz, John Makhoul:
Videotext OCR Using Hidden Markov Models. ICDAR 2001: 947-951
1990 – 1999
- 1999
- [c2]Zhidong Lu, Richard M. Schwartz, Premkumar Natarajan, Issam Bazzi, John Makhoul:
Advances in the BBN BYBLOS OCR System. ICDAR 1999: 337-340 - [c1]Premkumar Natarajan, Issam Bazzi, Zhidong Lu, John Makhoul, Richard M. Schwartz:
Robust OCR of Degraded Documents. ICDAR 1999: 357-361 - 1997
- [j1]Joseph P. Noonan, Premkumar Natarajan:
A general formulation for iterative restoration methods. IEEE Trans. Signal Process. 45(10): 2590-2593 (1997)
Coauthor Index
Wael Abd-Almageed
aka: Wael AbdAlmageed
aka: Wael AbdAlmageed
[c170] [i52] [c165] [i45] [c158] [c157] [i43] [i38] [i36] [c154] [c152] [i33] [j14] [c150] [c149] [c148] [c147] [i30] [i29] [i28] [i27] [i23] [i22] [c141] [c140] [c139] [c136] [c135] [c134] [c133] [c129] [i21] [i17] [i15] [i13] [c126] [c119] [c118] [i12] [i11] [i7] [c112] [c111] [c109] [i6] [i3] [c70]
[j10] [j9] [c97] [c96] [c94] [c93] [c92] [c91] [c90] [c89] [c88] [c87] [c86] [c85] [c84] [c83] [c82] [c81] [c80] [c79] [c78] [c77] [c76] [c75] [c74] [c73] [j5] [c72] [c71] [c70] [c67] [c66] [c65] [c64] [c63] [c62] [c61] [c60] [c59] [c58] [c57] [c55] [c54] [c53] [c52] [c51] [c50] [c49] [c48] [c47] [c46] [c45] [c44] [c43] [c42] [c41] [c40] [c39] [c38] [c37] [c36] [c35] [c34] [c32] [c30] [c29] [c28] [c27] [c26] [c25] [c24] [c23] [c22] [j4] [c21] [c20] [c18] [c17] [c16] [c15] [c14] [c13] [c12] [c10] [c9] [c8] [c6] [c5]
Shiv Vitaladevuni
aka: Shiv Naga Prasad Vitaladevuni
aka: Shiv Naga Prasad Vitaladevuni
Yue Wu 0001
aka: Rex Yue Wu
aka: Rex Yue Wu
[c175] [c161] [c155] [i41] [c151] [i32] [j14] [c149] [c148] [c147] [c145] [c144] [i30] [i29] [i27] [j13] [c141] [c140] [c139] [c136] [c135] [c134] [c133] [c132] [c131] [c130] [c129] [i17] [i15] [i13] [c126] [c125] [c118] [i12] [i7] [c112] [c111] [c109] [i6] [i3] [j11] [c103] [c100] [j8] [j7] [j6] [i2] [i1] [c71] [c60]
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