Sano, Akane

9 publications

TMLR 2025 Balanced Mixed-Type Tabular Data Synthesis with Diffusion Models Zeyu Yang, Han Yu, Peikun Guo, Khadija Zanna, Xiaoxue Yang, Akane Sano

NeurIPS 2025 CogPhys: Assessing Cognitive Load via Multimodal Remote and Contact-Based Physiological Sensing Anirudh Bindiganavale Harish, Peikun Guo, Bhargav Ghanekar, Diya Gupta, Akilesh Rajavenkatanarayan, Manoj Kumar Sharma, Maureen Elizabeth August, Akane Sano, Ashok Veeraraghavan

CHIL 2025 Contrastive Pretraining for Stress Detection with Multimodal Wearable Sensor Data and Surveys Zeyu Yang, Han Yu, Akane Sano

MLHC 2025 LEAVES: Learning Views for Time-Series Biobehavioral Data in Contrastive Learning Han Yu, Huiyuan Yang, Akane Sano

TMLR 2024 AdaWaveNet: Adaptive Wavelet Network for Time Series Analysis Han Yu, Peikun Guo, Akane Sano

TMLR 2024 ECG Semantic Integrator (ESI): A Foundation ECG Model Pretrained with LLM-Enhanced Cardiological Text Han Yu, Peikun Guo, Akane Sano

NeurIPSW 2022 Empirical Evaluation of Data Augmentations for Biobehavioral Time Series Data with Deep Learning Huiyuan Yang, Han Yu, Akane Sano

NeurIPSW 2022 PiRL: Participant-Invariant Representation Learning for Healthcare Zhaoyang Cao, Han Yu, Huiyuan Yang, Akane Sano

NeurIPSW 2022 Semi-Supervised Learning and Data Augmentation for Wearable-Based Health Monitoring System in the Wild Han Yu, Akane Sano