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Premkumar S. Natarajan – Prem Natarajan
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2020 – today
- 2023
[c169]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- [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 - [i51]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) - 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]