Search Results for author: Yicheng Lin

Found 2 papers, 1 papers with code

Breaking of brightness consistency in optical flow with a lightweight CNN network

1 code implementation24 Oct 2023 Yicheng Lin, Shuo Wang, Yunlong Jiang, Bin Han

Modifying the typical brightness consistency of the optical flow method to the convolutional feature consistency yields the light-robust hybrid optical flow method.

Optical Flow Estimation

An Empirical Study of Low Precision Quantization for TinyML

no code implementations10 Mar 2022 Shaojie Zhuo, Hongyu Chen, Ramchalam Kinattinkara Ramakrishnan, Tommy Chen, Chen Feng, Yicheng Lin, Parker Zhang, Liang Shen

In this study, we focus on post-training quantization (PTQ) algorithms that quantize a model to low-bit (less than 8-bit) precision with only a small set of calibration data and benchmark them on different tinyML use cases.

BIG-bench Machine Learning Model Compression +1

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