Miaomiao Cai — accepted AI-conference papers

2024

Cross-Dimension Affinity Distillation for 3D EM Neuron Segmentation

Xiaoyu Liu, Miaomiao Cai, Yinda Chen, Yueyi Zhang, Te Shi, Ruobing Zhang +2

CVPR 2024poster

Accurate 3D neuron segmentation from electron microscopy (EM) volumes is crucial for neuroscience research. However the complex neuron morphology often leads to over-merge and over-segmentation results. Recent advancements utilize 3D CNNs to predict a 3D affinity map with improved accuracy but suffe…

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2023

TrOMR:Transformer-Based Polyphonic Optical Music Recognition

Yixuan Li, Huaping Liu, Qiang Jin, Miaomiao Cai, Peng Li

ICASSP 2023accepted

Optical Music Recognition (OMR) is an important technology in music and has been researched for a long time. Previous approaches for OMR are usually based on CNN for image understanding and RNN for music symbol classification. In this paper, we propose a transformer-based approach with excellent glo…

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