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cs.CV2025
Understanding and Harnessing Sparsity in Unified Multimodal Models
Shwai He, Chaorui Deng, Ang Li +1
Large multimodal models have achieved remarkable progress in both understanding and generation. Recent efforts pursue unified multimodal models that integrate heterogeneous compone…
cs.CV2022
SD-Conv: Towards the Parameter-Efficiency of Dynamic Convolution
Shwai He, Chenbo Jiang, Daize Dong +1
Dynamic convolution achieves better performance for efficient CNNs at the cost of negligible FLOPs increase. However, the performance increase can not match the significantly expan…