Zarana Parekh

Computer Science · Physical Sciences

11h-index1.9kcitations20works3.82yr avg
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Research Topics

Multimodal Machine Learning Applications(10), Natural Language Processing Techniques(8), Topic Modeling(7), Advanced Image and Video Retrieval Techniques(6), Domain Adaptation and Few-Shot Learning(5)

Publications20 total

Erasing More Than Intended? How Concept Erasure Degrades the Generation of Non-Target Concepts
ArXiv.org·2025Open Access
DOCCI: Descriptions of Connected and Contrasting Images
Lecture notes in computer science·2024· 14 cited
Greedy Growing Enables High-Resolution Pixel-Based Diffusion Models
arXiv (Cornell University)·2024Open Access
DOCCI: Descriptions of Connected and Contrasting Images
arXiv (Cornell University)·2024· 1 citedOpen Access
A New Path: Scaling Vision-and-Language Navigation with Synthetic Instructions and Imitation Learning
2023· 27 cited
A New Path: Scaling Vision-and-Language Navigation with Synthetic Instructions and Imitation Learning
arXiv (Cornell University)·2022· 1 citedOpen Access
Scaling Autoregressive Models for Content-Rich Text-to-Image Generation
arXiv (Cornell University)·2022· 340 citedOpen Access
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision
International Conference on Machine Learning·2021· 16 cited
TextSETTR: Label-Free Text Style Extraction and Tunable Targeted Restyling
arXiv (Cornell University)·2021· 8 citedOpen Access
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision
arXiv (Cornell University)·2021· 1.2k citedOpen Access
TextSETTR: Few-Shot Text Style Extraction and Tunable Targeted Restyling
2021· 37 citedOpen Access
Crisscrossed Captions: Extended Intramodal and Intermodal Semantic Similarity Judgments for MS-COCO
2021· 36 citedOpen Access
TextSETTR: Few-Shot Text Style Extraction and Tunable Targeted Restyling
arXiv (Cornell University)·2020· 1 citedOpen Access
Crisscrossed Captions: Extended Intramodal and Intermodal Semantic Similarity Judgments for MS-COCO
arXiv (Cornell University)·2020· 14 citedOpen Access
Learning a Multi-Domain Curriculum for Neural Machine Translation
2020· 32 citedOpen Access
Self-Supervised Learning for Pairwise Data Refinement
2020Open Access
Learning a Multi-Domain Curriculum for Neural Machine Translation
arXiv (Cornell University)·2019· 4 citedOpen Access
ExCL: Extractive Clip Localization Using Natural Language Descriptions
arXiv (Cornell University)·2019· 78 citedOpen Access
Untitled
2019· 60 citedOpen Access
Speeding up Reinforcement Learning-based Information Extraction Training using Asynchronous Methods
2017· 2 citedOpen Access

Frequent Co-authors

Jason Baldridge(8), Yinfei Yang(7), Alexander Ku(5), Mandy Guo(4), Yun-Hsuan Sung(3), Jing Yu Koh(3), Yinfei Yang(3), Parker Riley(3), Noah Constant(3), Girish Kumar(3), David Uthus(3), Yasumasa Onoe(3), Roopal Garg(3), Jordi Pont-Tuset(3), Chao Jia(2), Ye Xia(2), Hieu Pham(2), Quoc V. Le(2), Tom Duerig(2), Soham Ghosh(2)