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Roi Ronen

3 accepted papers

2024

GRAM: Global Reasoning for Multi-Page VQA

CVPR 2024poster

The increasing use of transformer-based large language models brings forward the challenge of processing long sequences. In document visual question answering (DocVQA) leading methods focus on the single-page setting while documents can span hundreds of pages. We present GRAM a method that seamlessl…

Cited by 12SourcePDFScholar
2022

GLASS: Global to Local Attention for Scene-Text Spotting

ECCV 2022poster

"In recent years, the dominant paradigm for text spotting is to combine the tasks of text detection and recognition into a single end-to-end framework. Under this paradigm, both tasks are accomplished by operating over a shared global feature map extracted from the input image. Among the main challe…