MPCViT: Searching for Accurate and Efficient MPC-Friendly Vision Transformer with Heterogeneous Attention

25 November 2022

Papers citing "MPCViT: Searching for Accurate and Efficient MPC-Friendly Vision Transformer with Heterogeneous Attention"

10 / 10 papers shown

Title
TeleSparse: Practical Privacy-Preserving Verification of Deep Neural Networks Mohammad Maheri Hamed Haddadi Alex Davidson 63 0 0 27 Apr 2025
CipherPrune: Efficient and Scalable Private Transformer Inference Yancheng Zhang J. Xue Mengxin Zheng Mimi Xie Mingzhe Zhang Lei Jiang Qian Lou 48 2 0 24 Feb 2025
SecPE: Secure Prompt Ensembling for Private and Robust Large Language Models Jiawen Zhang Kejia Chen Zunlei Feng Jian Lou Mingli Song J. Liu X. J. Yang AAML SILM FedML 41 1 0 02 Feb 2025
DARTFormer: Finding The Best Type Of Attention Jason Brown Yiren Zhao Ilia Shumailov Robert D. Mullins 17 6 0 02 Oct 2022
PolyMPCNet: Towards ReLU-free Neural Architecture Search in Two-party Computation Based Private Inference Hongwu Peng Shangli Zhou Yukui Luo Shijin Duan Nuo Xu ... Tong Geng Ang Li Wujie Wen Xiaolin Xu Caiwen Ding 13 3 0 20 Sep 2022
Hydra Attention: Efficient Attention with Many Heads Daniel Bolya Cheng-Yang Fu Xiaoliang Dai Peizhao Zhang Judy Hoffman 99 75 0 15 Sep 2022
Vision Transformers in 2022: An Update on Tiny ImageNet Ethan Huynh ViT 21 11 0 21 May 2022
UFO-ViT: High Performance Linear Vision Transformer without Softmax Jeonggeun Song ViT 106 20 0 29 Sep 2021
CrypTFlow2: Practical 2-Party Secure Inference Deevashwer Rathee Mayank Rathee Nishant Kumar Nishanth Chandran Divya Gupta Aseem Rastogi Rahul Sharma 75 301 0 13 Oct 2020
IRLAS: Inverse Reinforcement Learning for Architecture Search Minghao Guo Zhaobai Zhong Wei Yu Wu Dahua Lin Junjie Yan 3DV 34 37 0 13 Dec 2018