W6743661861

• Understanding transfer learning and gradient-based meta-learning techniques

  2023 Machine Learning article Computer Science Domain Adaptation and Few-Shot Learning Open access cited by 1 patent

  12

  citations
• Subspace Adaptation Prior for Few-Shot Learning

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

  4

  citations
• Are LSTMs good few-shot learners?

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

  12

  citations
• Learning to detect an animal sound from five examples

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

  68

  citations
• On Using Meta-Learning to Overcome Challenges in Speaker Localization

  2023 IEEE EUROCON - International Conference on Smart Technologies (EUROCON) conference-paper Computer Science Speech and Audio Processing

  0

  citations
• Localization-Driven Speech Enhancement in Noisy Multi-Speaker Hospital Environments Using Deep Learning and Meta Learning

  2022 IEEE/ACM Transactions on Audio Speech and Language Processing article Computer Science Speech and Audio Processing

  22

  citations
• Stateless neural meta-learning using second-order gradients

  2022 Machine Learning article Computer Science Domain Adaptation and Few-Shot Learning Open access

  9

  citations
• Exploring Parameter and Hyper-Parameter Spaces of Neuroscience Models on High Performance Computers With Learning to Learn

  2022 Frontiers in Computational Neuroscience article Neuroscience Neural dynamics and brain function Open access

  9

  citations
• Metalearning for Deep Neural Networks

  2022 Cognitive technologies book-chapter Computer Science Domain Adaptation and Few-Shot Learning Open access

  4

  citations

9 results