Zarana Parekh
Publications by Year
Research Areas
Multimodal Machine Learning Applications, Natural Language Processing Techniques, Topic Modeling, Advanced Image and Video Retrieval Techniques, Domain Adaptation and Few-Shot Learning
Most-Cited Works
- → Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision(2021)1,195 cited
- → Scaling Autoregressive Models for Content-Rich Text-to-Image Generation(2022)340 cited
- → ExCL: Extractive Clip Localization Using Natural Language Descriptions(2019)78 cited
- → (2019)60 cited
- → TextSETTR: Few-Shot Text Style Extraction and Tunable Targeted Restyling(2021)37 cited
- → Crisscrossed Captions: Extended Intramodal and Intermodal Semantic Similarity Judgments for MS-COCO(2021)36 cited
- → Learning a Multi-Domain Curriculum for Neural Machine Translation(2020)32 cited
- → A New Path: Scaling Vision-and-Language Navigation with Synthetic Instructions and Imitation Learning(2023)28 cited
- → DOCCI: Descriptions of Connected and Contrasting Images(2024)14 cited