Zarana Parekh

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 18

Top Topics

Natural Language

Semantic Similarity

Reinforcement Learning

Top Venues

Publications

Yasumasa Onoe, Sunayana Rane, Zachary Berger, Yonatan Bitton, Jaemin Cho, Roopal Garg, Alexander Ku, Zarana Parekh, Jordi Pont-Tuset, Garrett Tanzer, Su Wang, Jason Baldridge
DOCCI: Descriptions of Connected and Contrasting Images. CoRR (2024)
Cristina Nader Vasconcelos, Abdullah Rashwan, Austin Waters, Trevor Walker, Keyang Xu, Jimmy Yan, Rui Qian, Shixin Luo, Zarana Parekh, Andrew Bunner, Hongliang Fei, Roopal Garg, Mandy Guo, Ivana Kajic, Yeqing Li, Henna Nandwani, Jordi Pont-Tuset, Yasumasa Onoe, Sarah Rosston, Su Wang, Wenlei Zhou, Kevin Swersky, David J. Fleet, Jason M. Baldridge, Oliver Wang
Greedy Growing Enables High-Resolution Pixel-Based Diffusion Models. CoRR (2024)
Aishwarya Kamath, Peter Anderson, Su Wang, Jing Yu Koh, Alexander Ku, Austin Waters, Yinfei Yang, Jason Baldridge, Zarana Parekh
A New Path: Scaling Vision-and-Language Navigation with Synthetic Instructions and Imitation Learning. CVPR (2023)
Aishwarya Kamath, Peter Anderson, Su Wang, Jing Yu Koh, Alexander Ku, Austin Waters, Yinfei Yang, Jason Baldridge, Zarana Parekh
A New Path: Scaling Vision-and-Language Navigation with Synthetic Instructions and Imitation Learning. CoRR (2022)
Jiahui Yu, Yuanzhong Xu, Jing Yu Koh, Thang Luong, Gunjan Baid, Zirui Wang, Vijay Vasudevan, Alexander Ku, Yinfei Yang, Burcu Karagol Ayan, Ben Hutchinson, Wei Han, Zarana Parekh, Xin Li, Han Zhang, Jason Baldridge, Yonghui Wu
Scaling Autoregressive Models for Content-Rich Text-to-Image Generation. Trans. Mach. Learn. Res. 2022 (2022)
Jiahui Yu, Yuanzhong Xu, Jing Yu Koh, Thang Luong, Gunjan Baid, Zirui Wang, Vijay Vasudevan, Alexander Ku, Yinfei Yang, Burcu Karagol Ayan, Ben Hutchinson, Wei Han, Zarana Parekh, Xin Li, Han Zhang, Jason Baldridge, Yonghui Wu
Scaling Autoregressive Models for Content-Rich Text-to-Image Generation. CoRR (2022)
Chao Jia, Yinfei Yang, Ye Xia, Yi-Ting Chen, Zarana Parekh, Hieu Pham, Quoc V. Le, Yun-Hsuan Sung, Zhen Li, Tom Duerig
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision. ICML (2021)
Chao Jia, Yinfei Yang, Ye Xia, Yi-Ting Chen, Zarana Parekh, Hieu Pham, Quoc V. Le, Yun-Hsuan Sung, Zhen Li, Tom Duerig
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision. CoRR (2021)
Zarana Parekh, Jason Baldridge, Daniel Cer, Austin Waters, Yinfei Yang
Crisscrossed Captions: Extended Intramodal and Intermodal Semantic Similarity Judgments for MS-COCO. EACL (2021)
Parker Riley, Noah Constant, Mandy Guo, Girish Kumar, David C. Uthus, Zarana Parekh
TextSETTR: Few-Shot Text Style Extraction and Tunable Targeted Restyling. ACL/IJCNLP (1) (2021)
Wei Wang, Ye Tian, Jiquan Ngiam, Yinfei Yang, Isaac Caswell, Zarana Parekh
Learning a Multi-Domain Curriculum for Neural Machine Translation. ACL (2020)
Parker Riley, Noah Constant, Mandy Guo, Girish Kumar, David C. Uthus, Zarana Parekh
TextSETTR: Label-Free Text Style Extraction and Tunable Targeted Restyling. CoRR (2020)
Gustavo Hernández Ábrego, Bowen Liang, Wei Wang, Zarana Parekh, Yinfei Yang, Yun-Hsuan Sung
Self-Supervised Learning for Pairwise Data Refinement. AACL/IJCNLP (2020)
Zarana Parekh, Jason Baldridge, Daniel Cer, Austin Waters, Yinfei Yang
Crisscrossed Captions: Extended Intramodal and Intermodal Semantic Similarity Judgments for MS-COCO. CoRR (2020)
Wei Wang, Ye Tian, Jiquan Ngiam, Yinfei Yang, Isaac Caswell, Zarana Parekh
Learning a Multitask Curriculum for Neural Machine Translation. CoRR (2019)
Soham Ghosh, Anuva Agarwal, Zarana Parekh, Alexander G. Hauptmann
ExCL: Extractive Clip Localization Using Natural Language Descriptions. CoRR (2019)
Soham Ghosh, Anuva Agarwal, Zarana Parekh, Alexander G. Hauptmann
ExCL: Extractive Clip Localization Using Natural Language Descriptions. NAACL-HLT (1) (2019)
Aditya Sharma, Zarana Parekh, Partha P. Talukdar
Speeding up Reinforcement Learning-based Information Extraction Training using Asynchronous Methods. EMNLP (2017)