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University of New South Wales University of Texas, Austin City University of Hong Kong
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Hyper-connections create a fading memory in Transformers, with the effective context horizon directly tied to the second singular value of the stream-mixing matrices.
The results establish explicit-implicit matching as an effective and efficient mechanism for spatio-temporal instance interaction and Integrating temporal MatchFusion into SparseDrive further improves perception within an E2E framework without additional supervision.
