A Review of Machine Learning and Deep Learning Approaches on Mental Health Diagnosis von Iyortsuun, Ngumimi Karen, Kim, Soo-Hyung, Jhon, Min, Yang, Hyung-Jeong, Pant, Sudarshan

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Pyramid with Super Resolution for In-The-Wild Facial Expression Recognition von Vo, Thanh-Hung, Lee, Guee-Sang, Yang, Hyung-Jeong, Kim, Soo-Hyung

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Multimodal Approach of Speech Emotion Recognition Using Multi-Level Multi-Head Fusion Attention-Based Recurrent Neural Network von Ho, Ngoc-Huynh, Yang, Hyung-Jeong, Kim, Soo-Hyung, Lee, Gueesang

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Robust Human Face Emotion Classification Using Triplet-Loss-Based Deep CNN Features and SVM von Haider, Irfan, Yang, Hyung-Jeong, Lee, Guee-Sang, Kim, Soo-Hyung

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EEG-Based Emotion Recognition by Convolutional Neural Network with Multi-Scale Kernels von Phan, Tran-Dac-Thinh, Kim, Soo-Hyung, Yang, Hyung-Jeong, Lee, Guee-Sang

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Facial Expression Recognition Using a Temporal Ensemble of Multi-Level Convolutional Neural Networks von Nguyen, Hai-Duong, Kim, Sun-Hee, Lee, Guee-Sang, Yang, Hyung-Jeong, Na, In-Seop, Kim, Soo-Hyung

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Multi-label Multimodal Emotion Recognition with Transformer-based Fusion and Emotion-level Representation Learning von Le, Hoai-Duy, Lee, Guee-Sang, Kim, Soo-Hyung, Kim, Seungwon, Yang, Hyung-Jeong

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Enhancing U-Net with Spatial-Channel Attention Gate for Abnormal Tissue Segmentation in Medical Imaging von Khanh, Trinh Le Ba, Dao, Duy-Phuong, Ho, Ngoc-Huynh, Yang, Hyung-Jeong, Baek, Eu-Tteum, Lee, Gueesang, Kim, Soo-Hyung, Yoo, Seok Bong

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Self-Relation Attention and Temporal Awareness for Emotion Recognition via Vocal Burst von Trinh, Dang-Linh, Vo, Minh-Cong, Kim, Soo-Hyung, Yang, Hyung-Jeong, Lee, Guee-Sang

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WeDea: A New EEG-Based Framework for Emotion Recognition von Kim, Sun-Hee, Yang, Hyung-Jeong, Nguyen, Ngoc Anh Thi, Prabhakar, Sunil Kumar, Lee, Seong-Whan

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Children Emotion Regulation: Development of Neural Marker by Investigating Human Brain Signals von Mehmood, Raja Majid, Yang, Hyung-Jeong, Kim, Sun-Hee

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Multimodal multitask learning for predicting MCI to AD conversion using stacked polynomial attention network and adaptive exponential decay von Ho, Ngoc-Huynh, Jeong, Yang-Hyung, Kim, Jahae

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Real-time virtual mouse system using RGB-D images and fingertip detection von Tran, Dinh-Son, Ho, Ngoc-Huynh, Yang, Hyung-Jeong, Kim, Soo-Hyung, Lee, Guee Sang

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Context-Aware Emotion Recognition Based on Visual Relationship Detection von Hoang, Manh-Hung, Kim, Soo-Hyung, Yang, Hyung-Jeong, Lee, Guee-Sang

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Pain Recognition With Physiological Signals Using Multi-Level Context Information von Phan, Kim Ngan, Iyortsuun, Ngumimi Karen, Pant, Sudarshan, Yang, Hyung-Jeong, Kim, Soo-Hyung

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Context-Aware Emotion Recognition in the Wild Using Spatio-Temporal and Temporal-Pyramid Models von Do, Nhu-Tai, Kim, Soo-Hyung, Yang, Hyung-Jeong, Lee, Guee-Sang, Yeom, Soonja

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GazeHand: A Gaze-Driven Virtual Hand Interface von Jeong, Jaejoon, Kim, Soo-Hyung, Yang, Hyung-Jeong, Lee, Gun A., Kim, Seungwon

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PhyMER: Physiological Dataset for Multimodal Emotion Recognition With Personality as a Context von Pant, Sudarshan, Yang, Hyung-Jeong, Lim, Eunchae, Kim, Soo-Hyung, Yoo, Seok-Bong

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Multi-Task Learning for Small Brain Tumor Segmentation from MRI von Ngo, Duc-Ky, Tran, Minh-Trieu, Kim, Soo-Hyung, Yang, Hyung-Jeong, Lee, Guee-Sang

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Skin Lesion Segmentation by U-Net with Adaptive Skip Connection and Structural Awareness von Phan, Tran-Dac-Thinh, Kim, Soo-Hyung, Yang, Hyung-Jeong, Lee, Guee-Sang

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