Enabling On-Device Self-Supervised Contrastive Learning With Selective Data Contrast

7 June 2021

Papers citing "Enabling On-Device Self-Supervised Contrastive Learning With Selective Data Contrast"

22 / 22 papers shown

Title
A Self-guided Multimodal Approach to Enhancing Graph Representation Learning for Alzheimer's Diseases Zhepeng Wang Runxue Bao Yawen Wu Guodong Liu Lei Yang Liang Zhan Feng Zheng Weiwen Jiang Yanfu Zhang 68 0 0 09 Dec 2024
Unlocking Memorization in Large Language Models with Dynamic Soft Prompting Zhepeng Wang Runxue Bao Yawen Wu Jackson Taylor Cao Xiao Feng Zheng Weiwen Jiang Shangqian Gao Yanfu Zhang PILM 39 7 0 20 Sep 2024
Improving GPU Multi-Tenancy Through Dynamic Multi-Instance GPU Reconfiguration Tianyu Wang Sheng R. Li Bingyao Li Yuezhen Dai Ao Li Geng Yuan Yufei Ding Youtao Zhang Xulong Tang 30 0 0 18 Jul 2024
Enabling On-Device Learning via Experience Replay with Efficient Dataset Condensation Gelei Xu Ningzhi Tang Jun Xia Wei Jin Yiyu Shi DD 44 0 0 25 May 2024
Training Machine Learning models at the Edge: A Survey Aymen Rayane Khouas Mohamed Reda Bouadjenek Hakim Hacid Sunil Aryal 29 10 0 05 Mar 2024
SmartFRZ: An Efficient Training Framework using Attention-Based Layer Freezing Sheng R. Li Geng Yuan Yuezhen Dai Youtao Zhang Yanzhi Wang Xulong Tang 31 18 0 30 Jan 2024
EdgeOL: Efficient in-situ Online Learning on Edge Devices Sheng R. Li Geng Yuan Yawen Wu Yuezhen Dai Chao Wu Alex K. Jones Jingtong Hu Yanzhi Wang Xulong Tang 25 1 0 30 Jan 2024
Enabling On-Device Large Language Model Personalization with Self-Supervised Data Selection and Synthesis Ruiyang Qin Jun Xia Zhenge Jia Meng-Long Jiang Ahmed Abbasi Peipei Zhou Jingtong Hu Yiyu Shi 24 18 0 21 Nov 2023
Edge-InversionNet: Enabling Efficient Inference of InversionNet on Edge Devices Zhepeng Wang Isaacshubhanand Putla Weiwen Jiang Youzuo Lin 24 2 0 14 Oct 2023
LinGCN: Structural Linearized Graph Convolutional Network for Homomorphically Encrypted Inference Hongwu Peng Ran Ran Yukui Luo Jiahui Zhao Shaoyi Huang ... Tong Geng Chenghong Wang Xiaolin Xu Wujie Wen Caiwen Ding 27 36 0 25 Sep 2023
AutoReP: Automatic ReLU Replacement for Fast Private Network Inference Hongwu Peng Shaoyi Huang Tong Zhou Yukui Luo Chenghong Wang ... Tony Geng Kaleel Mahmood Wujie Wen Xiaolin Xu Caiwen Ding OffRL 32 38 0 20 Aug 2023
PASNet: Polynomial Architecture Search Framework for Two-party Computation-based Secure Neural Network Deployment Hongwu Peng Shangli Zhou Yukui Luo Nuo Xu Shijin Duan ... Chenghong Wang Tong Geng Wujie Wen Xiaolin Xu Caiwen Ding 30 8 0 27 Jun 2023
BatchSampler: Sampling Mini-Batches for Contrastive Learning in Vision, Language, and Graphs Z. Yang Tinglin Huang Ming Ding Yuxiao Dong Rex Ying Yukuo Cen Yangli-ao Geng Jie Tang SSL VLM 26 8 0 06 Jun 2023
QuMoS: A Framework for Preserving Security of Quantum Machine Learning Model Zhepeng Wang Jinyang Li Zhirui Hu Blake Gage Elizabeth Iwasawa Weiwen Jiang 17 9 0 23 Apr 2023
Self-supervised On-device Federated Learning from Unlabeled Streams Jiahe Shi Yawen Wu Dewen Zeng Jun Tao Jingtong Hu Yiyu Shi FedML 19 5 0 02 Dec 2022
Enabling Weakly-Supervised Temporal Action Localization from On-Device Learning of the Video Stream Yue Tang Yawen Wu Peipei Zhou Jingtong Hu 16 2 0 25 Aug 2022
Federated Self-Supervised Contrastive Learning and Masked Autoencoder for Dermatological Disease Diagnosis Yawen Wu Dewen Zeng Zhepeng Wang Yi Sheng Lei Yang A. James Yiyu Shi Jingtong Hu 18 7 0 24 Aug 2022
Distributed Contrastive Learning for Medical Image Segmentation Yawen Wu Dewen Zeng Zhepeng Wang Yiyu Shi Jingtong Hu FedML 36 48 0 07 Aug 2022
Federated Contrastive Learning for Volumetric Medical Image Segmentation Yawen Wu Dewen Zeng Zhepeng Wang Yiyu Shi Jingtong Hu FedML 19 58 0 23 Apr 2022
Federated Contrastive Learning for Dermatological Disease Diagnosis via On-device Learning Yawen Wu Dewen Zeng Zhepeng Wang Yi Sheng Lei Yang A. James Yiyu Shi Jingtong Hu FedML 14 31 0 14 Feb 2022
Decentralized Unsupervised Learning of Visual Representations Yawen Wu Zhepeng Wang Dewen Zeng Meng Li Yiyu Shi Jingtong Hu SSL 24 23 0 21 Nov 2021
Exploration of Quantum Neural Architecture by Mixing Quantum Neuron Designs Zhepeng Wang Zhiding Liang Shangli Zhou Caiwen Ding Yiyu Shi Weiwen Jiang 22 33 0 08 Sep 2021