Stephen Rawls

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 26

Top Topics

Facial Appearance

Face Recognition

Convolutional Neural Networks

Top Venues

Publications

Prashan Wanigasekara, Rafid Al-Humaimidi, Turan Gojayev, Niloofar Gheissari, Achal Dave, Stephen Rawls, Fan Yang, Kechen Qin, Nalin Gupta, Spurthi Sandiri, Chevanthie Dissanayake, Zeynab Raeesy, Emre Barut, Chengwei Su
Visual Item Selection With Voice Assistants: A systems perspective. WWW (Companion Volume) (2023)
Yaoyiran Li, Ching-Yun Chang, Stephen Rawls, Ivan Vulic, Anna Korhonen
Translation-Enhanced Multilingual Text-to-Image Generation. CoRR (2023)
Vladislav Lialin, Stephen Rawls, David Chan, Shalini Ghosh, Anna Rumshisky, Wael Hamza
Scalable and Accurate Self-supervised Multimodal Representation Learning without Aligned Video and Text Data. WACV (Workshops) (2023)
Yaoyiran Li, Ching-Yun Chang, Stephen Rawls, Ivan Vulic, Anna Korhonen
Translation-Enhanced Multilingual Text-to-Image Generation. ACL (1) (2023)
Vladislav Lialin, Stephen Rawls, David Chan, Shalini Ghosh, Anna Rumshisky, Wael Hamza
Scalable and Accurate Self-supervised Multimodal Representation Learning without Aligned Video and Text Data. CoRR (2023)
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 Gueudre, 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)
Prashan Wanigasekara, Nalin Gupta, Fan Yang, Emre Barut, Zeynab Raeesy, Kechen Qin, Stephen Rawls, Xinyue Liu, Chengwei Su, Spurthi Sandiri
Multimodal Context Carryover. EMNLP (Industry Track) (2022)
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 (2022)
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 Gueudre, 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 (2022)
Qile Zhu, Haidar Khan, Saleh Soltan, Stephen Rawls, Wael Hamza
Don't Parse, Insert: Multilingual Semantic Parsing with Insertion Based Decoding. CoRR (2020)
Qile Zhu, Haidar Khan, Saleh Soltan, Stephen Rawls, Wael Hamza
Don't Parse, Insert: Multilingual Semantic Parsing with Insertion Based Decoding. CoNLL (2020)
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) (2019)
David Etter, Stephen Rawls, Cameron Carpenter, Gregory Sell
A Synthetic Recipe for OCR. ICDAR (2019)
Ekraam Sabir, Stephen Rawls, Prem Natarajan
Implicit Language Model in LSTM for OCR. CoRR (2018)
Stephen Rawls, Huaigu Cao, Joe Mathai, Prem Natarajan
How To Efficiently Increase Resolution in Neural OCR Models. ASAR (2018)
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)
Stephen Rawls, Huaigu Cao, Senthil Kumar, Prem Natarajan
Combining Convolutional Neural Networks and LSTMs for Segmentation-Free OCR. ICDAR (2017)
Ekraam Sabir, Stephen Rawls, Prem Natarajan
Implicit Language Model in LSTM for OCR. MOCR@ICDAR (2017)
Huaigu Cao, Stephen Rawls, Prem Natarajan
1990 US Census Form Recognition Using CTC Network, WFST Language Model, and Surname Correction. ICDAR (2017)
Stephen Rawls, Huaigu Cao, Ekraam Sabir, Prem Natarajan
Combining deep learning and language modeling for segmentation-free OCR from raw pixels. ASAR (2017)
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)
Yue Wu, Premkumar Natarajan, Stephen Rawls, Wael Abd-Almageed
Learning document image binarization from data. ICIP (2016)
Iacopo Masi, Stephen Rawls, Gérard G. Medioni, Prem Natarajan
Pose-Aware Face Recognition in the Wild. CVPR (2016)
Yue Wu, Wael Abd-Almageed, Stephen Rawls, Prem Natarajan
Computationally efficient template-based face recognition. ICPR (2016)
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 (2016)
Yue Wu, Stephen Rawls, Wael Abd-Almageed, Premkumar Natarajan
Learning Document Image Binarization from Data. CoRR (2015)
John L. Schmalzel, Andrew Bracey, Stephen Rawls, Jon Morris, Mark Turowski, Richard Franzl, Fernando Figueroa
Smart sensor demonstration payload. IEEE Instrum. Meas. Mag. 13 (5) (2010)
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)