1 code implementation • 15 Dec 2022 • Bohao Li, Chang Liu, Mengnan Shi, Xiaozhong Chen, Xiangyang Ji, Qixiang Ye
Adapting object detectors learned with sufficient supervision to novel classes under low data regimes is charming yet challenging.
1 code implementation • 27 Mar 2022 • Yunjie Tian, Lingxi Xie, Jiemin Fang, Mengnan Shi, Junran Peng, Xiaopeng Zhang, Jianbin Jiao, Qi Tian, Qixiang Ye
The past year has witnessed a rapid development of masked image modeling (MIM).
1 code implementation • 29 Nov 2021 • Mengnan Shi, Chang Liu, Qixiang Ye, Jianbin Jiao
Gating modules have been widely explored in dynamic network pruning to reduce the run-time computational cost of deep neural networks while preserving the representation of features.
no code implementations • 19 Sep 2016 • Mengnan Shi, Fei Qin, Qixiang Ye, Zhenjun Han, Jianbin Jiao
In this paper, we explore the redundancy in convolutional neural network, which scales with the complexity of vision tasks.