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Document image machine translation with dynamic multi-pre-trained models assembling
Text image machine translation (TIMT) is a task that translates source texts embedded in the
image to target translations. The existing TIMT task mainly focuses on text-line-level images …
image to target translations. The existing TIMT task mainly focuses on text-line-level images …
Translatotron-v (ison): An end-to-end model for in-image machine translation
In-image machine translation (IIMT) aims to translate an image containing texts in source
language into an image containing translations in target language. In this regard …
language into an image containing translations in target language. In this regard …
LayoutDIT: Layout-aware end-to-end document image translation with multi-step conductive decoder
Document image translation (DIT) aims to translate text embedded in images from one
language to another. It is a challenging task that needs to understand visual layout with text …
language to another. It is a challenging task that needs to understand visual layout with text …
A survey on multi-modal machine translation: Tasks, methods and challenges
In recent years, multi-modal machine translation has attracted significant interest in both
academia and industry due to its superior performance. It takes both textual and visual …
academia and industry due to its superior performance. It takes both textual and visual …
CCIM: cross-modal cross-lingual interactive image translation
Text image machine translation (TIMT) which translates source language text images into
target language texts has attracted intensive attention in recent years. Although the end-to …
target language texts has attracted intensive attention in recent years. Although the end-to …
MIT-10M: A Large Scale Parallel Corpus of Multilingual Image Translation
Image Translation (IT) holds immense potential across diverse domains, enabling the
translation of textual content within images into various languages. However, existing …
translation of textual content within images into various languages. However, existing …
Understand Layout and Translate Text: Unified Feature-Conductive End-to-End Document Image Translation
Document Image Translation (DIT) aims to translate texts on document images from one
language to another. It is a multi-modal task involving cooperation of text and layout. Current …
language to another. It is a multi-modal task involving cooperation of text and layout. Current …
Vector Quantization Knowledge Transfer for End-to-End Text Image Machine Translation
End-to-end text image machine translation (TIMT) aims at translating source language
embedded in images into target language without recognizing intermediate texts in images …
embedded in images into target language without recognizing intermediate texts in images …
CCIM: Cross-modal Cross-lingual Interactive Image Translation
Text image machine translation (TIMT) which translates source language text images into
target language texts has attracted intensive attention in recent years. Although the end-to …
target language texts has attracted intensive attention in recent years. Although the end-to …