Generalizing from a Few Examples

• Challenges and opportunities for Artificial Intelligence for predicting changes in ecological communities

  2026 Individual-based Ecology article Environmental Science Ecology and Vegetation Dynamics Studies Open access

  0

  citations
• From Feature Maps to Few-Shot Cell Segmentation

  2025 Lecture notes in computer science conference-paper Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques

  0

  citations
• Adaptive Multi-scale Feature Fusion Network for Few-Shot Learning

  2025 Communications in computer and information science conference-paper Computer Science Domain Adaptation and Few-Shot Learning

  0

  citations
• Low-Resource Vision Challenges for Foundation Models

  2024 IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings conference-paper Computer Science Domain Adaptation and Few-Shot Learning Open access

  11

  citations
• Global birdsong embeddings enable superior transfer learning for bioacoustic classification

  2023 Scientific Reports article Computer Science Music and Audio Processing Open access

  165

  citations
• Subspace Adaptation Prior for Few-Shot Learning

  2023 Machine Learning article Computer Science Domain Adaptation and Few-Shot Learning Open access

  4

  citations
• Data-Centric Green Artificial Intelligence: A Survey

  2023 IEEE Transactions on Artificial Intelligence article Engineering Green IT and Sustainability

  75

  citations
• Learning to detect an animal sound from five examples

  2023 Ecological Informatics article Computer Science Music and Audio Processing Open access

  68

  citations
• Meta-Learning

  2022 Springer eBooks book-chapter Computer Science Reinforcement Learning in Robotics

  1

  citations

9 results