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Mitigating Visual Knowledge Forgetting in MLLM Instruction-tuning via Modality-decoupled Gradient Descent
17 February 2025
Junda Wu
Yuxin Xiong
Xintong Li
Yu Xia
Ruoyu Wang
Yu Wang
Tong Yu
Sungchul Kim
Ryan Rossi
Lina Yao
Jingbo Shang
Julian McAuley
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"Mitigating Visual Knowledge Forgetting in MLLM Instruction-tuning via Modality-decoupled Gradient Descent"
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