Pradyumna Narayana

Software Engineer, Google

Joined

August 2019

Names

Pradyumna Narayana (Preferred)

Emails

****@google.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Software Engineer

Google (google.com)

2018 – Present

PhD student

Colorado State University (colostate.edu)

2014 – 2018

MS student

Colorado State University (colostate.edu)

2011 – 2014

Advisors, Relations & Conflicts

PhD Advisor

Bruce Draper

2014 – 2018

PhD Advisor

Ross Beveridge

2014 – 2018

Expertise

NLP

2018 – Present

Computer Vision

2011 – Present

MAchine Learning

2011 – Present

Publications

KAFA: Rethinking Image Ad Understanding with Knowledge-Augmented Feature Adaptation of Vision-Language Models
Zhiwei Jia, Pradyumna Narayana, Arjun R. Akula, Garima Pruthi, Hao Su, Sugato Basu, Varun Jampani
- Published: 01 Jan 2023, Last Modified: 24 Aug 2023
- ACL (industry) 2023
- Readers: Everyone
Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis
Weixi Feng, Xuehai He, Tsu-Jui Fu, Varun Jampani, Arjun R. Akula, Pradyumna Narayana, Sugato Basu, Xin Eric Wang, William Yang Wang
- Published: 01 Jan 2023, Last Modified: 22 Sept 2023
- ICLR 2023
- Readers: Everyone
Discriminative Diffusion Models as Few-shot Vision and Language Learners
Xuehai He, Weixi Feng, Tsu-Jui Fu, Varun Jampani, Arjun R. Akula, Pradyumna Narayana, Sugato Basu, William Yang Wang, Xin Eric Wang
- Published: 01 Jan 2023, Last Modified: 22 Sept 2023
- CoRR 2023
- Readers: Everyone
KAFA: Rethinking Image Ad Understanding with Knowledge-Augmented Feature Adaptation of Vision-Language Models
Zhiwei Jia, Pradyumna Narayana, Arjun R. Akula, Garima Pruthi, Hao Su, Sugato Basu, Varun Jampani
- Published: 01 Jan 2023, Last Modified: 05 Nov 2023
- CoRR 2023
- Readers: Everyone
Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis
Weixi Feng, Xuehai He, Tsu-Jui Fu, Varun Jampani, Arjun Reddy Akula, Pradyumna Narayana, Sugato Basu, Xin Eric Wang, William Yang Wang
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- ICLR 2023 poster
- Readers: Everyone
Diagnosing Vision-and-Language Navigation: What Really Matters
Wanrong Zhu, Yuankai Qi, Pradyumna Narayana, Kazoo Sone, Sugato Basu, Xin Wang, Qi Wu, Miguel P. Eckstein, William Yang Wang
- 2022 (modified: 13 Oct 2022)
- NAACL-HLT 2022
- Readers: Everyone
CPL: Counterfactual Prompt Learning for Vision and Language Models
Xuehai He, Diji Yang, Weixi Feng, Tsu-Jui Fu, Arjun R. Akula, Varun Jampani, Pradyumna Narayana, Sugato Basu, William Yang Wang, Xin Eric Wang
- 2022 (modified: 04 Nov 2022)
- CoRR 2022
- Readers: Everyone
MetaCLUE: Towards Comprehensive Visual Metaphors Research
Arjun R. Akula, Brendan Driscoll, Pradyumna Narayana, Soravit Changpinyo, Zhiwei Jia, Suyash Damle, Garima Pruthi, Sugato Basu, Leonidas J. Guibas, William T. Freeman, Yuanzhen Li, Varun Jampani
- 2022 (modified: 28 Mar 2023)
- CoRR 2022
- Readers: Everyone
CPL: Counterfactual Prompt Learning for Vision and Language Models
Xuehai He, Diji Yang, Weixi Feng, Tsu-Jui Fu, Arjun R. Akula, Varun Jampani, Pradyumna Narayana, Sugato Basu, William Yang Wang, Xin Wang
- 2022 (modified: 17 Apr 2023)
- EMNLP 2022
- Readers: Everyone
Firebolt: Weak Supervision Under Weaker Assumptions
Zhaobin Kuang, Chidubem G. Arachie, Bangyong Liang, Pradyumna Narayana, Giulia DeSalvo, Michael S. Quinn, Bert Huang, Geoffrey Downs, Yang Yang
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- AISTATS 2022
- Readers: Everyone

View all 22 publications

Co-Authors

View all 56 co-authors