Zarana Parekh

Researcher, Google

Joined

February 2020

Names

Zarana Parekh (Preferred)

Emails

****@gmail.com (Confirmed)

****@google.com (Confirmed)

****@alumni.cmu.edu (Confirmed)

Personal Links

Google Scholar

DBLP

Semantic Scholar

Career & Education History

Researcher

Google (google.com)

2019 – Present

MS student

Carnegie Mellon University (cmu.edu)

2017 – 2018

MS student

CMU, Carnegie Mellon University (andrew.cmu.edu)

2017 – 2018

Advisors, Relations & Conflicts

Coworker

Jason Michael Baldridge

2019 – Present

Coworker

Noah Constant

2019 – 2022

Coworker

Yun-Hsuan Sung

2019 – 2022

Coauthor

Alexander G Hauptmann

2017 – 2018

Expertise

Deep Learning

Present

Natural Language Processing

Present

Multimodal Machine Learning

Present

Publications

Greedy Growing Enables High-Resolution Pixel-Based Diffusion Models
Cristina Nader Vasconcelos, Abdullah Rashwan, Austin Waters, Trevor Walker, Keyang Xu, Jimmy Yan, Rui Qian, Yeqing Li, SHIXIN LUO, Yasumasa Onoe, Zarana Parekh, Ivana Kajic, Mandy Guo, Wenlei Zhou, Sarah Rosston, Roopal Garg, Hongliang Fei, Jordi Pont-Tuset, Su Wang, Henna Nandwani et al. (5 additional authors not shown)
- Accepted by TMLR
- Readers: Everyone
A New Path: Scaling Vision-and-Language Navigation with Synthetic Instructions and Imitation Learning
Aishwarya Kamath, Peter Anderson, Su Wang, Jing Yu Koh, Alexander Ku, Austin Waters, Yinfei Yang, Jason Michael Baldridge, Zarana Parekh
- 22 Sept 2022 (modified: 15 Jan 2026)
- ICLR 2023 Conference Withdrawn Submission
- Readers: Everyone
Scaling Autoregressive Models for Content-Rich Text-to-Image Generation
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
- Accepted by TMLR
- Readers: Everyone
A New Path: Scaling Vision-and-Language Navigation with Synthetic Instructions and Imitation Learning
Aishwarya Kamath, Peter Anderson, Su Wang, Jing Yu Koh, Alexander Ku, Austin Waters, Yinfei Yang, Jason Baldridge, Zarana Parekh
- 2022 (modified: 05 Nov 2022)
- CoRR 2022
- Readers: Everyone
Scaling Autoregressive Models for Content-Rich Text-to-Image Generation
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
- 2022 (modified: 14 Nov 2022)
- CoRR 2022
- Readers: Everyone
Crisscrossed Captions: Extended Intramodal and Intermodal Semantic Similarity Judgments for MS-COCO
Zarana Parekh, Jason Baldridge, Daniel Cer, Austin Waters, Yinfei Yang
- 2021 (modified: 13 Nov 2024)
- EACL 2021
- Readers: Everyone
TextSETTR: Few-Shot Text Style Extraction and Tunable Targeted Restyling
Parker Riley, Noah Constant, Mandy Guo, Girish Kumar, David C. Uthus, Zarana Parekh
- 2021 (modified: 12 Nov 2021)
- ACL/IJCNLP (1) 2021
- Readers: Everyone
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision
Chao Jia, Yinfei Yang, Ye Xia, Yi-Ting Chen, Zarana Parekh, Hieu Pham, Quoc V. Le, Yun-Hsuan Sung, Zhen Li, Tom Duerig
- 2021 (modified: 16 Apr 2023)
- ICML 2021
- Readers: Everyone
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision
Chao Jia, Yinfei Yang, Ye Xia, Yi-Ting Chen, Zarana Parekh, Hieu Pham, Quoc V. Le, Yun-Hsuan Sung, Zhen Li, Tom Duerig
- 2021 (modified: 16 Apr 2023)
- CoRR 2021
- Readers: Everyone
TextSETTR: Label-Free Text Style Extraction and Tunable Targeted Restyling
Parker Riley, Noah Constant, Mandy Guo, Girish Kumar, David Uthus, Zarana Parekh
- 28 Sept 2020 (modified: 05 May 2023)
- ICLR 2021 Conference Blind Submission
- Readers: Everyone

View all 18 publications

Co-Authors

View all 67 co-authors