Search Results for author: Shun Chen

Found 3 papers, 3 papers with code

MER 2024: Semi-Supervised Learning, Noise Robustness, and Open-Vocabulary Multimodal Emotion Recognition

2 code implementations • 26 Apr 2024 • Zheng Lian, Haiyang Sun, Licai Sun, Zhuofan Wen, Siyuan Zhang, Shun Chen, Hao Gu, Jinming Zhao, Ziyang Ma, Xie Chen, Jiangyan Yi, Rui Liu, Kele Xu, Bin Liu, Erik Cambria, Guoying Zhao, Björn W. Schuller, JianHua Tao

In addition to expanding the dataset size, we introduce a new track around open-vocabulary emotion recognition.

Multi-Label Learning Multimodal Emotion Recognition

108

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Code

Dual-Decoder Consistency via Pseudo-Labels Guided Data Augmentation for Semi-Supervised Medical Image Segmentation

1 code implementation • 31 Aug 2023 • Yuanbin Chen, Tao Wang, Hui Tang, Longxuan Zhao, Ruige Zong, Shun Chen, Tao Tan, Xinlin Zhang, Tong Tong

In this paper, we present a novel semi-supervised learning method, Dual-Decoder Consistency via Pseudo-Labels Guided Data Augmentation (DCPA), for medical image segmentation.

Data Augmentation Decoder +4

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LSTM Fully Convolutional Networks for Time Series Classification

9 code implementations • 8 Sep 2017 • Fazle Karim, Somshubra Majumdar, Houshang Darabi, Shun Chen

We propose the augmentation of fully convolutional networks with long short term memory recurrent neural network (LSTM RNN) sub-modules for time series classification.

Ranked #2 on Outlier Detection on ECG5000

General Classification Outlier Detection +3

4,719

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Code

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