21 citations · 23 across the 3 of their papers we have counts for
3 papers
cs.AR2022★ 1 cited
RePAST: A ReRAM-based PIM Accelerator for Second-order Training of DNN
Yilong Zhao, Li Jiang, Mingyu Gao +6
The second-order training methods can converge much faster than first-order optimizers in DNN training. This is because the second-order training utilizes the inversion of the seco…
cs.LG2022★ 1 cited
DNN Training Acceleration via Exploring GPGPU Friendly Sparsity
Zhuoran Song, Yihong Xu, Han Li +3
The training phases of Deep neural network~(DNN) consumes enormous processing time and energy. Compression techniques utilizing the sparsity of DNNs can effectively accelerate the…
cs.CV2022★ 21 cited
CP-ViT: Cascade Vision Transformer Pruning via Progressive Sparsity Prediction
Zhuoran Song, Yihong Xu, Zhezhi He +3
Vision transformer (ViT) has achieved competitive accuracy on a variety of computer vision applications, but its computational cost impedes the deployment on resource-limited mobil…