A Survey on Multi-Task Learning

• Exploring data augmentation: Multi-task methods for molecular property prediction

  2025 Computers & Chemical Engineering article Materials Science Machine Learning in Materials Science Open access

  2

  citations
• Leakage Model-flexible Deep Learning-based Side-channel Analysis

  2024 IACR Communications in Cryptology article Computer Science Cryptographic Implementations and Security Open access

  8

  citations
• Plaintext-based Side-channel Collision Attack

  2024 IACR Communications in Cryptology article Computer Science Cryptographic Implementations and Security Open access

  3

  citations
• Data-centric AI approach for automated wildflower monitoring

  2024 PLoS ONE article Computer Science Advanced Neural Network Applications Open access

  0

  citations
• Overcoming data scarcity in biomedical imaging with a foundational multi-task model

  2024 Nature Computational Science article Computer Science Domain Adaptation and Few-Shot Learning Open access

  73

  citations
• Graph neural networks for surfactant multi-property prediction

  2024 Colloids and Surfaces A Physicochemical and Engineering Aspects article Chemistry Surfactants and Colloidal Systems Open access cited by 1 patent

  30

  citations
• Data-centric AI approach for automated wildflower monitoring

  2024 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science Advanced Neural Network Applications Open access

  0

  citations
• Towards fully automated inner ear analysis with deep-learning-based joint segmentation and landmark detection framework

  2023 Scientific Reports article Computer Science Medical Image Segmentation Techniques Open access

  15

  citations

8 results