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Bin Ren
Researcher at Xiamen University
Publications - 528
Citations - 30728
Bin Ren is an academic researcher from Xiamen University. The author has contributed to research in topics: Raman spectroscopy & Surface-enhanced Raman spectroscopy. The author has an hindex of 73, co-authored 470 publications receiving 23452 citations. Previous affiliations of Bin Ren include Pacific Northwest National Laboratory & Max Planck Society.
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An Efficient End-to-End Deep Learning Training Framework via Fine-Grained Pattern-Based Pruning.
Chengming Zhang,Geng Yuan,Wei Niu,Jiannan Tian,Sian Jin,Donglin Zhuang,Zhe Jiang,Yanzhi Wang,Bin Ren,Shuaiwen Leon Song,Dingwen Tao +10 more
TL;DR: This paper proposes ClickTrain: an efficient and accurate end-to-end training and pruning framework for CNNs that reduces the end- to-end time cost of the state-of-the-art pruning-after-training methods and provides higher model accuracy and compression ratio via fine-grained architecture-preserving pruning.
Proceedings ArticleDOI
Towards Socially Acceptable Food Type Recognition
TL;DR: In this article , a food type recognition method that takes advantage of Airpods Pro, a pair of widely used wireless in-ear headphones designed by Apple, to recognize 20 different types of food was proposed.
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Towards High-Quality and Efficient Video Super-Resolution via Spatial-Temporal Data Overfitting
TL;DR: Coulson et al. as discussed by the authors proposed a novel method for high-quality and efficient video resolution upscaling tasks, which leverages the spatial-temporal information to accurately divide video into chunks, thus keeping the number of chunks as well as the model size to minimum.
Journal ArticleDOI
Structures and their influence factors of three-dimensional fractal cadmium layer formed by electrodeposition
TL;DR: In this article, the fractal structure of the electrodeposited cadmium layer was investigated and it was shown that fractal growth begin with nanometer scale aggregate within which the atoms arrange in hexagonal close-packed lattice.
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Facile Preparation of Carbon Aerogels with Different Drying Methods
TL;DR: In this paper, the effects of different drying methods on the porous structure of carbon aerogels were studied systematically under scanning electron microscopy (SEM), TEM, X-ray diffraction (XRD), and a surface-area analyzer.