BISP-P2.9
MULTIMODAL CONTRASTIVE LEARNING AND DYNAMIC TEMPORAL RECONSTRUCTION FOR EEG-BASED EMOTION RECOGNITION
Chao Li, Yaxi Liu, Xuzhi Wang, Huazhi Sun, Ziping Zhao, Tianjin Normal University, China
Session:
BISP-P2: Physiological and wearable signal processing IV Poster
Track:
Biomedical Signal and Image Processing [BI]
Location:
Poster Area 13
Presentation Time:
Tue, 5 May, 14:00 - 16:00
Presentation
Discussion
Resources
No resources available.
Session BISP-P2
BISP-P2.1: E-ECGMIL: ECG-BASED EMOTION RECOGNITION VIA TIME-AWARE MULTIPLE INSTANCE LEARNING
Xiaoyan Yuan, Shenzhen MSU-BIT University, China; Jian Chen, The University of Hong Kong, China; Ziyun Zhang, Jiale Chen, Beijing Institute of Technology, China; Wei Wang, Xiping Hu, Shenzhen MSU-BIT University, China
BISP-P2.2: NOISE-ROBUST CONTRASTIVE LEARNING WITH AN MFCC-CONFORMER FOR CORONARY ARTERY DISEASE DETECTION
Milan Marocchi, Matthew Fynn, Yue Rong, Curtin University, Australia
BISP-P2.3: ULW-SLEEPNET: AN ULTRA-LIGHTWEIGHT NETWORK FOR MULTIMODAL SLEEP STAGE SCORING
Zhaowen Wang, University of Jyväskylä, Finland; Dongdong Zhou, Qi Xu, Fengyu Cong, Dalian University of Technology, China; Mohammad Al-Sa’d, University of Helsinki, Finland; Raitoharju Jenni, University of Jyväskylä, Finland
BISP-P2.4: SMA-GAN: A PHYSIOLOGY-GUIDED ADVERSARIAL NETWORK WITH ATTENTION AND SPECTRAL CONSTRAINTS FOR IMBALANCED ECG SYNTHESIS
Jiaqi Liang, Ruizhe Wang, Zhanyi Liu, Honghao Li, Yujie Ma, Min Xiang, Beihang University, China
BISP-P2.5: WEIGHTED TEMPORAL DECAY LOSS FOR LEARNING WEARABLE PPG DATA WITH SPARSE CLINICAL LABELS
Yunsung Chung, Tulane University, United States of America; Keum San Chun, Migyeong Gwak, Samsung Research America, United States of America; Han Feng, Yingshuo Liu, Chanho Lim, Tulane University, United States of America; Viswam Nathan, Samsung Research America, United States of America; Marrouche Nassir, Tulane University, United States of America; Sharanya Arcot Desai, Samsung Research America, United States of America
BISP-P2.6: CLG-MSTS: CONTRASTIVE LEARNING-GUIDED MULTI-SCALE TEMPORAL-SPATIAL NETWORK FOR CROSS-SUBJECT EMOTION RECOGNITION
Chuangang Li, Junchang Xin, Qi Shen, Northeastern University, China; Bing Tian Dai, Singapore Management University, Singapore; Xinyao Liu, Zhiqiong Wang, Northeastern University, China
BISP-P2.7: Video-based Heart Rate Estimation with Angle-guided ROI Optimization and Graph Signal Denoising
Gan Pei, Junhao Ning, Boqiu Shen, East China Normal University, China; Yan Zhu, Naval Military Medical University, China; Menghan Hu, East China Normal University, China
BISP-P2.8: MULTIMODAL PALPATION SENSING FOR PRECISE PREDICTION OF BREAST LUMP HARDNESS AND SIZE
Yujie Zang, Shanghai Jiao Tong University, China; Shuhong Xiao, Zhejiang University, China; Peng Yang, Ying Yang, Zixuan Lu, Ruyue Sun, Chongpeng Wei, Shanghai Jiao Tong University, China; Shuyue Zheng, Chen Wang, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, China; Xinyang Tan, Shanghai Jiao Tong University, China; Hongwei Zhang, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, China
BISP-P2.9: MULTIMODAL CONTRASTIVE LEARNING AND DYNAMIC TEMPORAL RECONSTRUCTION FOR EEG-BASED EMOTION RECOGNITION
Chao Li, Yaxi Liu, Xuzhi Wang, Huazhi Sun, Ziping Zhao, Tianjin Normal University, China
BISP-P2.10: CROSS-MODALITY SELF-SUPERVISION FOR UNIMODAL PHYSIOLOGICAL SIGNALS REPRESENTATION LEARNING
Xiaomao Fan, Shuangdu Li, Shenzhen Technology University, China; Jikui Liu, Shenzhen Polytechnic University, China; Jinzhou Cao, Jingyan Jiang, Yumeng Liu, Shenzhen Technology University, China
Contacts