no code implementations • CVPR 2023 • Haina Qin, Longfei Han, Weihua Xiong, Juan Wang, Wentao Ma, Bing Li, Weiming Hu
The ISP is less programmable and consists of a series of processing modules.
no code implementations • 10 Aug 2022 • Yingzi Fan, Longfei Han, Yue Zhang, Lechao Cheng, Chen Xia, Di Hu
The domain discrepancy induces to performance degradation on target testing data for CNN models.
no code implementations • 17 Dec 2021 • Guangyu Guo, Longfei Han, Junwei Han, Dingwen Zhang
To this end, we make a pioneering effort to distill helpful knowledge from a heavy network model learned from high-resolution (HR) images to a compact network model that will handle LR images, thus advancing the current knowledge distillation technique with the novel pixel distillation.
no code implementations • CVPR 2017 • Dong Huang, Longfei Han, Fernando de la Torre
However, existing divide-and-conquer approaches fail to deal with discontinuities between partitions (e. g., Gaussian mixture of regressions) and they cannot guarantee that the partitioned input space will be homogeneously modeled by local regressors (e. g., ordinal regression).