Stephen Rawls

According to our database, Stephen Rawls authored at least 23 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2024

LLM Surgery: Efficient Knowledge Unlearning and Editing in Large Language Models.

Akshaj Kumar Veldanda, Shi-Xiong Zhang, Anirban Das, Supriyo Chakraborty, Stephen Rawls, Sambit Sahu, Milind R. Naphade

CoRR, 2024

2023

Visual Item Selection With Voice Assistants: A systems perspective.

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

Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023

Scalable and Accurate Self-supervised Multimodal Representation Learning without Aligned Video and Text Data.

Vladislav Lialin, Stephen Rawls, David Chan, Shalini Ghosh, Anna Rumshisky, Wael Hamza

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2023

Translation-Enhanced Multilingual Text-to-Image Generation.

Yaoyiran Li, Ching-Yun Chang, Stephen Rawls, Ivan Vulic, Anna Korhonen

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

AlexaTM 20B: Few-Shot Learning Using a Large-Scale Multilingual Seq2Seq Model.

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

CoRR, 2022

Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems.

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

CoRR, 2022

Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems.

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

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Multimodal Context Carryover.

Prashan Wanigasekara, Nalin Gupta, Fan Yang, Emre Barut, Zeynab Raeesy, Kechen Qin, Stephen Rawls, Xinyue Liu, Chengwei Su, Spurthi Sandiri

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing: EMNLP 2022 - Industry Track, Abu Dhabi, UAE, December 7, 2022

2020

Don't Parse, Insert: Multilingual Semantic Parsing with Insertion Based Decoding.

Qile Zhu, Haidar Khan, Saleh Soltan, Stephen Rawls, Wael Hamza

Proceedings of the 24th Conference on Computational Natural Language Learning, 2020

2019

Learning Pose-Aware Models for Pose-Invariant Face Recognition in the Wild.

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

IEEE Trans. Pattern Anal. Mach. Intell., 2019

A Synthetic Recipe for OCR.

David Etter, Stephen Rawls, Cameron Carpenter, Gregory Sell

Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

2018

How To Efficiently Increase Resolution in Neural OCR Models.

Stephen Rawls, Huaigu Cao, Joe Mathai, Prem Natarajan

Proceedings of the IEEE 2nd International Workshop on Arabic and Derived Script Analysis and Recognition, 2018

2017

Implicit Language Model in LSTM for OCR.

Ekraam Sabir, Stephen Rawls, Prem Natarajan

Proceedings of the 6th International Workshop on Multilingual OCR, 2017

Combining Convolutional Neural Networks and LSTMs for Segmentation-Free OCR.

Stephen Rawls, Huaigu Cao, Senthil Kumar, Prem Natarajan

Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

1990 US Census Form Recognition Using CTC Network, WFST Language Model, and Surname Correction.

Huaigu Cao, Stephen Rawls, Prem Natarajan

Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

EPAT: Euclidean Perturbation Analysis and Transform - An Agnostic Data Adaptation Framework for Improving Facial Landmark Detectors.

Yue Wu, Wael Abd-Almageed, Stephen Rawls, Premkumar Natarajan

Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

Combining deep learning and language modeling for segmentation-free OCR from raw pixels.

Stephen Rawls, Huaigu Cao, Ekraam Sabir, Prem Natarajan

Proceedings of the 1st International Workshop on Arabic Script Analysis and Recognition, 2017

2016

Face recognition using deep multi-pose representations.

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

Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

Computationally efficient template-based face recognition.

Yue Wu, Wael Abd-Almageed, Stephen Rawls, Prem Natarajan

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Learning document image binarization from data.

Yue Wu, Premkumar Natarajan, Stephen Rawls, Wael Abd-Almageed

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Pose-Aware Face Recognition in the Wild.

Iacopo Masi, Stephen Rawls, Gérard G. Medioni, Prem Natarajan

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2010

Smart sensor demonstration payload.

John L. Schmalzel, Andrew Bracey, Stephen Rawls, Jon Morris, Mark Turowski, Richard Franzl, Fernando Figueroa

IEEE Instrum. Meas. Mag., 2010

The BBN document analysis service: a platform for multilingual document translation.

Ehry MacRostie, Rohit Prasad, Stephen Rawls, Matin Kamali, Huaigu Cao, Krishna Subramanian, Premkumar Natarajan

Proceedings of the Ninth IAPR International Workshop on Document Analysis Systems, 2010