4 papers
From Cellular Responses to Pharmacological Domains: Multimodal Zero-Shot Drug Representation Learning
Jintao Huang, Lu Leng, Ziyuan Yang
Multimodal drug discovery enables drug representation learning beyond chemical structure by incorporating cellular responses such as gene expression and cell morphology. However, d…
Hear the Heartbeat in Phases: Physiologically Grounded Phase-Aware ECG Biometrics
Jintao Huang, Lu Leng, Yi Zhang +1
Electrocardiography (ECG) is adopted for identity authentication in wearable devices due to its individual-specific characteristics and inherent liveness. However, existing methods…
Deep Learning in Palmprint Recognition-A Comprehensive Survey
Chengrui Gao, Ziyuan Yang, Wei Jia +3
Palmprint recognition has emerged as a prominent biometric technology, widely applied in diverse scenarios. Traditional handcrafted methods for palmprint recognition often fall sho…
Palmprint De-Identification Using Diffusion Model for High-Quality and Diverse Synthesis
Licheng Yan, Bob Zhang, Andrew Beng Jin Teoh +4
Palmprint recognition techniques have advanced significantly in recent years, enabling reliable recognition even when palmprints are captured in uncontrolled or challenging environ…