74 citations · 131 across the 48 of their papers we have counts for
4 papers · 1 filter
Learning Heatmap-Style Jigsaw Puzzles Provides Good Pretraining for 2D Human Pose Estimation
Kun Zhang, Rui Wu, Ping Yao +7
The target of 2D human pose estimation is to locate the keypoints of body parts from input 2D images. State-of-the-art methods for pose estimation usually construct pixel-wise heat…
Softer Pruning, Incremental Regularization
Linhang Cai, Zhulin An, Chuanguang Yang +1
Network pruning is widely used to compress Deep Neural Networks (DNNs). The Soft Filter Pruning (SFP) method zeroizes the pruned filters during training while updating them in the…
Multi-view Contrastive Learning for Online Knowledge Distillation
Chuanguang Yang, Zhulin An, Yongjun Xu
Previous Online Knowledge Distillation (OKD) often carries out mutually exchanging probability distributions, but neglects the useful representational knowledge. We therefore propo…
Localizing Interpretable Multi-scale informative Patches Derived from Media Classification Task
Chuanguang Yang, Zhulin An, Xiaolong Hu +2
Deep convolutional neural networks (CNN) always depend on wider receptive field (RF) and more complex non-linearity to achieve state-of-the-art performance, while suffering the inc…