iCaRL: Incremental Classifier and Representation Learning

• 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
• Improving Open-world Continual Learning under the Constraints of Scarce Labeled Data

  2025 ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) conference-paper Computer Science Domain Adaptation and Few-Shot Learning Open access

  1

  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
• Lifelong Visible-Infrared Person Re-Identification with Prompt Pool and Instance-level Prompt Generator

  2025 International Conference on Multimedia Retrieval conference-paper Computer Science Video Surveillance and Tracking Methods

  3

  citations
• ViT-Enhanced Prompts: Integrating Pre-Trained Knowledge for Robust Continuous Learning

  2025 International Conference on Multimedia Retrieval conference-paper Computer Science Domain Adaptation and Few-Shot Learning

  2

  citations
• Lifelong visible–infrared person re-identification via replay samples domain-modality-mix reconstruction and cross-domain cognitive network

  2025 Computer Vision and Image Understanding article Computer Science Video Surveillance and Tracking Methods Open access

  2

  citations
• Lifelong Visible-Infrared Person Re-Identification via a Tri-Token Transformer with a Query-Key Mechanism

  2024 International Conference on Multimedia Retrieval conference-paper Computer Science Video Surveillance and Tracking Methods

  5

  citations
• Causal Inference-based Few-Shot Class-Incremental Learning

  2024 International Conference on Multimedia Retrieval conference-paper Computer Science Domain Adaptation and Few-Shot Learning Open access

  1

  citations
• Design principles for lifelong learning AI accelerators

  2023 Nature Electronics article Engineering Advanced Memory and Neural Computing

  22

  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
• Meta Reconciliation Normalization for Lifelong Person Re-Identification

  2022 ACM International Conference on Multimedia (ACM MM) conference-paper Computer Science Video Surveillance and Tracking Methods Open access

  34

  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
• Lifelong Person Re-Identification via Adaptive Knowledge Accumulation

  2021 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 Video Surveillance and Tracking Methods

  101

  citations
• Lifelong Person Re-Identification via Adaptive Knowledge Accumulation

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

  9

  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

16 results