1 code implementation • 31 Mar 2024 • Wenxuan Huang, Yunhang Shen, Jiao Xie, Baochang Zhang, Gaoqi He, Ke Li, Xing Sun, Shaohui Lin
The remarkable performance of Vision Transformers (ViTs) typically requires an extremely large training cost.
1 code implementation • 1 Jul 2023 • Shaohui Lin, Wenxuan Huang, Jiao Xie, Baochang Zhang, Yunhang Shen, Zhou Yu, Jungong Han, David Doermann
In this paper, we propose a novel Knowledge-driven Differential Filter Sampler~(KDFS) with Masked Filter Modeling~(MFM) framework for filter pruning, which globally prunes the redundant filters based on the prior knowledge of a pre-trained model in a differential and non-alternative optimization.
no code implementations • 24 Jan 2021 • Pranjal Singh Rajput, Kanya Satis, Sonnya Dellarosa, Wenxuan Huang, Obinna Agba
The image-to-image translation is a learning task to establish a visual mapping between an input and output image.