Search Results for author: Yishi Li

Found 2 papers, 2 papers with code

Feature Normalized Knowledge Distillation for Image Classification

1 code implementation ECCV 2020 Kunran Xu, Lai Rui, Yishi Li, Lin Gu

From this perspective, we systematically analyze the distillation mechanism and demonstrate that the L2-norm of the feature in penultimate layer would be too large under the influence of label noise, and the temperature T in KD could be regarded as a correction factor for L2-norm to suppress the impact of noise.

Classification General Classification +2

An Ultra-low Power TinyML System for Real-time Visual Processing at Edge

1 code implementation11 Jul 2022 Kunran Xu, Huawei Zhang, Yishi Li, Yuhao Zhang, Rui Lai, Yi Liu

Tiny machine learning (TinyML), executing AI workloads on resource and power strictly restricted systems, is an important and challenging topic.

object-detection Object Detection

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