Neural Fields in Visual Computing and Beyond

• HYVE: Hybrid Vertex Encoder for Neural Distance Fields

  2026 IEEE Transactions on Visualization and Computer Graphics article Engineering 3D Shape Modeling and Analysis

  0

  citations
• CoNeS: Conditional neural fields with shift modulation for multi-sequence MRI translation

  2024 The Journal of Machine Learning for Biomedical Imaging article Computer Science Generative Adversarial Networks and Image Synthesis Open access

  6

  citations
• Vestibular Schwannoma Growth Prediction from Longitudinal MRI by Time-Conditioned Neural Fields

  2024 Lecture notes in computer science conference-paper Neuroscience Brain Tumor Detection and Classification Open access

  5

  citations
• Implicit Neural Representation in Medical Imaging: A Comparative Survey

  2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) conference-paper Engineering 3D Shape Modeling and Analysis

  122

  citations
• Local Implicit Neural Representations for Multi-Sequence MRI Translation

  2023 IEEE International Symposium on Biomedical Imaging (ISBI) conference-paper Computer Science Generative Adversarial Networks and Image Synthesis Open access

  7

  citations

5 results

• 3D Shape Generation with Grid-based Implicit Functions

  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 Engineering 3D Shape Modeling and Analysis cited by 3 patents

  40

  citations

1 result