X2I: Seamless Integration of Multimodal Understanding into Diffusion Transformer via Attention Distillation
Paper
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2503.06134
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Published
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2
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The pipeline tag "any-to-image" is not in the official list: text-classification, token-classification, table-question-answering, question-answering, zero-shot-classification, translation, summarization, feature-extraction, text-generation, fill-mask, sentence-similarity, text-to-speech, text-to-audio, automatic-speech-recognition, audio-to-audio, audio-classification, audio-text-to-text, voice-activity-detection, depth-estimation, image-classification, object-detection, image-segmentation, text-to-image, image-to-text, image-to-image, image-to-video, unconditional-image-generation, video-classification, reinforcement-learning, robotics, tabular-classification, tabular-regression, tabular-to-text, table-to-text, multiple-choice, text-ranking, text-retrieval, time-series-forecasting, text-to-video, image-text-to-text, image-text-to-image, image-text-to-video, visual-question-answering, document-question-answering, zero-shot-image-classification, graph-ml, mask-generation, zero-shot-object-detection, text-to-3d, image-to-3d, image-feature-extraction, video-text-to-text, keypoint-detection, visual-document-retrieval, any-to-any, video-to-video, other
X2I: Seamless Integration of Multimodal Understanding into Diffusion Transformer via Attention Distillation
Citation
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@misc{ma2025x2i,
title={X2I: Seamless Integration of Multimodal Understanding into Diffusion Transformer via Attention Distillation},
author={Jian Ma and Qirong Peng and Xu Guo and Chen Chen and Haonan Lu and Zhenyu Yang},
year={2025},
eprint={2503.06134},
archivePrefix={arXiv},
primaryClass={cs.CV}
}
License
This model is released under the Apache 2.0 License.
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