40 citations · 89 across the 9 of their papers we have counts for
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eess.IV2022★ 40 cited
An Ultra-low Power TinyML System for Real-time Visual Processing at Edge
Kunran Xu, Huawei Zhang, Yishi Li +3
Tiny machine learning (TinyML), executing AI workloads on resource and power strictly restricted systems, is an important and challenging topic. This brief firstly presents an extr…
cs.LG2022★ 1 cited
BagFlip: A Certified Defense against Data Poisoning
Yuhao Zhang, Aws Albarghouthi, Loris D'Antoni
Machine learning models are vulnerable to data-poisoning attacks, in which an attacker maliciously modifies the training set to change the prediction of a learned model. In a trigg…
cs.NE2022★ 31 cited
Towards Lossless ANN-SNN Conversion under Ultra-Low Latency with Dual-Phase Optimization
Ziming Wang, Shuang Lian, Yuhao Zhang +3
Spiking neural networks (SNNs) operating with asynchronous discrete events show higher energy efficiency with sparse computation. A popular approach for implementing deep SNNs is A…