Optimization as a Model for Few-Shot Learning

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

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

  9

  citations
• Meta-Learning

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

  1

  citations
• Opening up Open-World Tracking

  2021 arXiv (Cornell University) preprint Computer Science Video Surveillance and Tracking Methods Open access

  0

  citations
• A survey of deep meta-learning

  2021 Data Archiving and Networked Services (DANS) article Computer Science Domain Adaptation and Few-Shot Learning Open access

  322

  citations
• Continuous Adaptation for Interactive Object Segmentation by Learning from Corrections

  2020 Lecture notes in computer science conference-paper Computer Science Advanced Neural Network Applications Open access cited by 2 patents

  62

  citations
• Learning to Learn from Mistakes: Robust Optimization for Adversarial Noise

  2020 Lecture notes in computer science conference-paper Computer Science Adversarial Robustness in Machine Learning Open access

  1

  citations

7 results