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20222025
most citedTraining on Synthetic Data Beats Real Data in Multimodal Relation Extraction

2 citations · 3 across the 6 of their papers we have counts for

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cs.CV2024

Paint Outside the Box: Synthesizing and Selecting Training Data for Visual Grounding

Zilin Du, Haoxin Li, Jianfei Yu +1

Visual grounding aims to localize the image regions based on a textual query. Given the difficulty of large-scale data curation, we investigate how to effectively learn visual grou…

cs.CL2024

Diversify, Rationalize, and Combine: Ensembling Multiple QA Strategies for Zero-shot Knowledge-based VQA

Miaoyu Li, Haoxin Li, Zilin Du +1

Knowledge-based Visual Question-answering (K-VQA) often requires the use of background knowledge beyond the image. However, we discover that a single knowledge generation strategy…