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cs.CV2025
Mixture of States: Routing Token-Level Dynamics for Multimodal Generation
Haozhe Liu, Ding Liu, Mingchen Zhuge +16
We introduce MoS (Mixture of States), a novel fusion paradigm for multimodal diffusion models that merges modalities using flexible, state-based interactions. The core of MoS is a…
cs.CV2018★ 2 cited
Learning Simple Thresholded Features with Sparse Support Recovery
Hongyu Xu, Zhangyang Wang, Haichuan Yang +2
The thresholded feature has recently emerged as an extremely efficient, yet rough empirical approximation, of the time-consuming sparse coding inference process. Such an approximat…