A continual learning survey: Defying forgetting in classification tasks

• Task-aware prompt-enhanced knowledge transfer for open-world continual learning

  2026 Pattern Recognition article Computer Science Domain Adaptation and Few-Shot Learning

  0

  citations
• 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
• Policy advice and best practices on bias and fairness in AI

  2024 Ethics and Information Technology article Social Sciences Ethics and Social Impacts of AI Open access

  105

  citations
• Design principles for lifelong learning AI accelerators

  2023 Nature Electronics article Engineering Advanced Memory and Neural Computing

  22

  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
• Clustering-based Domain-Incremental Learning

  2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) conference-paper Computer Science Domain Adaptation and Few-Shot Learning Open access

  20

  citations
• A Memorizing and Generalizing Framework for Lifelong Person Re-Identification

  2023 IEEE Transactions on Pattern Analysis and Machine Intelligence article Computer Science Video Surveillance and Tracking Methods Open access

  62

  citations
• Lifelong Fine-Grained Image Retrieval

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

  3

  citations
• Self-evolving Malware Detection for Cyber Security using Network Traffic and Incremental Learning

  2022 International Conference on Dependable Systems and Their Applications (DSA) conference-paper Computer Science Advanced Malware Detection Techniques

  7

  citations

9 results