3 citations · 3 across the 6 of their papers we have counts for
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cs.CV2026
Global-Local Dual Perception for MLLMs in High-Resolution Text-Rich Image Translation
Junxin Lu, Tengfei Song, Zhanglin Wu +9
Text Image Machine Translation (TIMT) aims to translate text embedded in images in the source-language into target-language, requiring synergistic integration of visual perception…
cs.CV2026
LEMON: How Well Do MLLMs Perform Temporal Multimodal Understanding on Instructional Videos?
Zhuang Yu, Lei Shen, Jing Zhao +1
Recent multimodal large language models (MLLMs) have shown remarkable progress across vision, audio, and language tasks, yet their performance on long-form, knowledge-intensive, an…
cs.CV2025
Multimodal Machine Translation with Visual Scene Graph Pruning
Chenyu Lu, Shiliang Sun, Jing Zhao +3
Multimodal machine translation (MMT) seeks to address the challenges posed by linguistic polysemy and ambiguity in translation tasks by incorporating visual information. A key bott…