W6774314701

• Boosting multi-demographic federated learning for chest radiograph analysis using general-purpose self-supervised representations

  2025 European Journal of Radiology Artificial Intelligence article Computer Science Privacy-Preserving Technologies in Data Open access

  9

  citations
• Acoustic Identification of Individual Animals with Hierarchical Contrastive Learning

  2025 IEEE International Conference on Acoustics Speech and Signal Processing conference-paper Computer Science Music and Audio Processing Open access

  1

  citations
• Graph neural networks in histopathology: Emerging trends and future directions

  2025 Medical Image Analysis article Computer Science AI in cancer detection Open access

  49

  citations
• Reconstruction of patient-specific confounders in AI-based radiologic image interpretation using generative pretraining

  2024 Cell Reports Medicine article Computer Science Explainable Artificial Intelligence (XAI) Open access

  10

  citations
• Low-Resource Vision Challenges for Foundation Models

  2024 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 Domain Adaptation and Few-Shot Learning Open access

  11

  citations
• Self-supervised Semantic Segmentation: Consistency over Transformation

  2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) conference-paper Computer Science Medical Image Segmentation Techniques Open access

  6

  citations
• Localized Latent Updates for Fine-Tuning Vision-Language Models

  2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) conference-paper Computer Science Domain Adaptation and Few-Shot Learning

  0

  citations
• Supervised Contrastive Learning for RFF Identification With Limited Samples

  2023 IEEE Internet of Things Journal article Computer Science Wireless Signal Modulation Classification Open access

  70

  citations
• Task-Oriented Document-Grounded Dialog Systems by HLTPR@RWTH for DSTC9 and DSTC10

  2023 IEEE/ACM Transactions on Audio Speech and Language Processing article Computer Science Speech and dialogue systems

  0

  citations
• Generalizable biomarker prediction from cancer pathology slides with self-supervised deep learning: A retrospective multi-centric study

  2023 Cell Reports Medicine article Computer Science AI in cancer detection Open access

  100

  citations
• MRI-Based Classification of Neuropsychiatric Systemic Lupus Erythematosus Patients With Self-Supervised Contrastive Learning

  2022 Frontiers in Neuroscience article Medicine Systemic Lupus Erythematosus Research Open access

  25

  citations

11 results