Apple researchers propose internalized visual thinking for proactive video reasoning
· By Antonio Sedino, CTRO · Published by Reinventy Solutions Corp.
Apple Machine Learning Research introduces a method beyond visual chain-of-thought, enabling models to internalize visual thinking for proactive video reasoning without generating intermediate reasoning images.
Multimodal large language models increasingly use visual chain-of-thought (Visual CoT) to reason about spatial, temporal, and embodied environments. By generating intermediate reasoning images, Visual CoT provides an intuitive mechanism for visual foresight but introduces substantial inference overhead, which is partic...
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