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Model Compression Hardens Deep Neural Networks: A New Perspective to Prevent Adversarial Attacks
Liu, Qi, Wen, Wujie
Published in IEEE transaction on neural networks and learning systems (01.01.2023)
Published in IEEE transaction on neural networks and learning systems (01.01.2023)
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Exploration and Estimation for Model Compression
Zhang, Yanfu, Gao, Shangqian, Huang, Heng
Published in Proceedings / IEEE International Conference on Computer Vision (01.10.2021)
Published in Proceedings / IEEE International Conference on Computer Vision (01.10.2021)
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Conference Proceeding
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BMPQ: Bit-Gradient Sensitivity-Driven Mixed-Precision Quantization of DNNs from Scratch
Kundu, Souvik, Wang, Shikai, Sun, Qirui, Beerel, Peter A., Pedram, Massoud
Published in Proceedings - Design, Automation, and Test in Europe Conference and Exhibition (14.03.2022)
Published in Proceedings - Design, Automation, and Test in Europe Conference and Exhibition (14.03.2022)
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Conference Proceeding
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Progressive multi-level distillation learning for pruning network
Wang, Ruiqing, Wan, Shengmin, Zhang, Wu, Zhang, Chenlu, Li, Yu, Xu, Shaoxiang, Zhang, Lifu, Jin, Xiu, Jiang, Zhaohui, Rao, Yuan
Published in Complex & intelligent systems (01.10.2023)
Published in Complex & intelligent systems (01.10.2023)
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Model Compression and FPGA Implementation of an Ultrasonic Flaw Detection Algorithm based on Meta Learning
Yuan, Yu, Virupakshappa, Kushal, Oruklu, Erdal
Published in IEEE International Ultrasonics Symposium (Online) (10.10.2022)
Published in IEEE International Ultrasonics Symposium (Online) (10.10.2022)
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Conference Proceeding
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SaleNet: A low-power end-to-end CNN accelerator for sustained attention level evaluation using EEG
Zhang, Chao, Tang, Zijian, Guo, Taoming, Lei, Jiaxin, Xiao, Jiaxin, Wang, Anhe, Bai, Shuo, Zhang, Milin
Published in IEEE International Symposium on Circuits and Systems proceedings (28.05.2022)
Published in IEEE International Symposium on Circuits and Systems proceedings (28.05.2022)
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Conference Proceeding
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Next-Generation Embedded Systems with Synergies VLSI with Deep Learning: Design Methodologies, Optimization Techniques, and Real-World Applications
Kalarani, G., Mohanapriya, M., Pattunnarajam, P., Sasikala, G., Sivakumar, J., Suresh, M.
Published in IEEE International Students' Conference on Electrical, Electronics and Computer Science (Online) (18.01.2025)
Published in IEEE International Students' Conference on Electrical, Electronics and Computer Science (Online) (18.01.2025)
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Conference Proceeding
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CSC-Net: A Lightweight Model for Remote Real-Time Monitoring of Infrared Small Targets
Zhang, Mingjin, Zhou, Nan, Li, Xiaofeng, Dong, Xiaogang, Yang, Luchang, Li, Yunsong
Published in 2023 International Conference on Future Communications and Networks (FCN) (17.12.2023)
Published in 2023 International Conference on Future Communications and Networks (FCN) (17.12.2023)
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Conference Proceeding
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An Adaptive Compression and Communication Framework for Wireless Federated Learning
Yang, Yang, Dang, Shuping, Zhang, Zhenrong
Published in IEEE transactions on mobile computing (01.12.2024)
Published in IEEE transactions on mobile computing (01.12.2024)
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