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College of Computer Science and Technology, National University of Defense Technology, National Key Laboratory of Parallel and Distributed Computing, National University of Defense Technology
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MLLMs don't just forget language, they also suffer from perceptual drift in cross-modal spaces, but MAny offers a training-free merging strategy to fix both.