Knowledge Distillation: A Survey

• Continual learning in medical image analysis: A comprehensive review of recent advancements and future prospects

  2025 Medical Image Analysis article Computer Science Domain Adaptation and Few-Shot Learning Open access

  26

  citations
• Impact of transfer learning methods and dataset characteristics on generalization in birdsong classification

  2025 Scientific Reports article Computer Science Music and Audio Processing Open access

  20

  citations
• Similarity of Neural Network Models: A Survey of Functional and Representational Measures

  2025 ACM Computing Surveys article Computer Science Neural Networks and Applications Open access

  26

  citations
• Overcoming Data Scarcity in Roadside Thermal Imagery: A New Dataset and Weakly Supervised Incremental Learning Framework

  2025 Sensors article Computer Science Advanced Neural Network Applications Open access

  3

  citations
• Learning Robust Sequential Recommenders through Confident Soft Labels

  2024 ACM Transactions on Information Systems article Computer Science Recommender Systems and Techniques Open access

  1

  citations
• Efficient Speech Detection in Environmental Audio Using Acoustic Recognition and Knowledge Distillation

  2024 Sensors article Computer Science Music and Audio Processing Open access

  12

  citations
• DGEKT: A Dual Graph Ensemble Learning Method for Knowledge Tracing

  2023 ACM Transactions on Information Systems article Computer Science Intelligent Tutoring Systems and Adaptive Learning Open access cited by 1 patent

  98

  citations
• Multi-Domain Lifelong Visual Question Answering via Self-Critical Distillation

  2023 ACM International Conference on Multimedia (ACM MM) conference-paper Computer Science Domain Adaptation and Few-Shot Learning Open access

  5

  citations
• Lifelong Fine-Grained Image Retrieval

  2022 IEEE Transactions on Multimedia article Computer Science Domain Adaptation and Few-Shot Learning

  3

  citations
• Multiple-Stage Knowledge Distillation

  2022 Applied Sciences article Computer Science Advanced Neural Network Applications Open access

  4

  citations
• Teacher-student collaborative knowledge distillation for image classification

  2022 Applied Intelligence article Computer Science Advanced Neural Network Applications Open access cited by 1 patent

  71

  citations
• Feature Estimations Based Correlation Distillation for Incremental Image Retrieval

  2021 IEEE Transactions on Multimedia article Computer Science Advanced Image and Video Retrieval Techniques

  30

  citations

12 results