TDC: Towards Extremely Efficient CNNs on GPUs via Hardware-Aware Tucker
Decomposition

TDC: Towards Extremely Efficient CNNs on GPUs via Hardware-Aware Tucker Decomposition

7 November 2022

Chengming Zhang

Aravind Sukumaran-Rajam

Dingwen Tao

Papers citing "TDC: Towards Extremely Efficient CNNs on GPUs via Hardware-Aware Tucker Decomposition"

7 / 7 papers shown

Title
LDGCN: An Edge-End Lightweight Dual GCN Based on Single-Channel EEG for Driver Drowsiness Monitoring Jingwei Huang Chuansheng Wang Jiayan Huang Haoyi Fan Antoni Grau Fuquan Zhang 18 0 0 08 Jul 2024
COMCAT: Towards Efficient Compression and Customization of Attention-Based Vision Models Jinqi Xiao Miao Yin Yu Gong Xiao Zang Jian Ren Bo Yuan VLM ViT 19 9 0 26 May 2023
Tensor Decomposition for Model Reduction in Neural Networks: A Review Xingyi Liu Keshab K. Parhi 17 12 0 26 Apr 2023
HALOC: Hardware-Aware Automatic Low-Rank Compression for Compact Neural Networks Jinqi Xiao Chengming Zhang Yu Gong Miao Yin Yang Sui Lizhi Xiang Dingwen Tao Bo Yuan 8 19 0 20 Jan 2023
PolicyCleanse: Backdoor Detection and Mitigation in Reinforcement Learning Junfeng Guo Ang Li Cong Liu AAML 11 14 0 08 Feb 2022
SCOP: Scientific Control for Reliable Neural Network Pruning Yehui Tang Yunhe Wang Yixing Xu Dacheng Tao Chunjing Xu Chao Xu Chang Xu AAML 32 153 0 21 Oct 2020
Densely Connected Convolutional Networks Gao Huang Zhuang Liu L. V. D. van der Maaten Kilian Q. Weinberger PINN 3DV 236 35,884 0 25 Aug 2016