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TiMix: Text-Aware Image Mixing for Effective Vision-Language Pre-training

Chaoya Jiang, Wei Ye, Haiyang Xu, Qinghao Ye, Ming Yan, Ji Zhang 0011, Shikun Zhang. TiMix: Text-Aware Image Mixing for Effective Vision-Language Pre-training. In Michael J. Wooldridge, Jennifer G. Dy, Sriraam Natarajan, editors, Thirty-Eigth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2014, February 20-27, 2024, Vancouver, Canada. pages 2489-2497, AAAI Press, 2024. [doi]

Authors

Chaoya Jiang

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Wei Ye

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Haiyang Xu

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Qinghao Ye

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Ming Yan

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Ji Zhang 0011

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Shikun Zhang

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