Blar i NTNU Open på forfatter "Liu, Di"
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Improving robustness of convolutional neural networks using element-wise activation scaling
Zhang, Zhi-Yuan; Ren, Hao; He, Zhenli; Zhou, Wei; Liu, Di (Peer reviewed; Journal article, 2023)Recent works reveal that re-calibrating intermediate activation of adversarial examples can improve the adversarial robustness of CNN models. The state of the arts exploit this feature at the channel level to help CNN ... -
Latency-constrained DNN architecture learning for edge systems using zerorized batch normalization
Huai, Shuo; Liu, Di; Kong, Hao; Liu, Weichen; Subramaniam, Ravi; Makaya, Christian; Lin, Qian (Peer reviewed; Journal article, 2022)Deep learning applications have been widely adopted on edge devices, to mitigate the privacy and latency issues of accessing cloud servers. Deciding the number of neurons during the design of a deep neural network to ... -
MultiGo - Implementing Parallel Execution for Bare-Metal Golang
Frøyland, Hans Erik (Master thesis, 2023)Denne oppgave går ut på å forbedre bare-metal programvare utvikling for RISCV systemer med MultiGo. MultiGo er en modifikasjon av Embeddedgo. MultiGo legger til støtte for parallelt kjørende tråder, noe Embeddedgo mangler. ...