Konstantinos Kamnitsas

Venues

Frequent coauthors

Papers

1. DIsoN: Decentralized Isolation Networks for Out-of-Distribution Detection in Medical Imaging
   NeurIPS 2025 ·

   Felix Wagner

   DBLP profile ↗ORCID search ↗
2. F3OCUS - Federated Finetuning of Vision-Language Foundation Models with Optimal Client Layer Updating Strategy via Multi-objective Meta-Heuristics
   CVPR 2025 ·

   Pramit Saha

   DBLP profile ↗ORCID search ↗
3. Feasibility of Federated Learning from Client Databases with Different Brain Diseases and MRI Modalities
   WACV 2025 ·

   Felix Wagner

   DBLP profile ↗ORCID search ↗
4. FedPIA - Permuting and Integrating Adapters Leveraging Wasserstein Barycenters for Finetuning Foundation Models in Multi-Modal Federated Learning
   AAAI 2025 ·

   Pramit Saha

   DBLP profile ↗ORCID search ↗
5. Incongruent Multimodal Federated Learning for Medical Vision and Language-based Multi-label Disease Detection
   AAAI 2025 ·

   Pramit Saha

   DBLP profile ↗ORCID search ↗
6. SPA: Efficient User-Preference Alignment against Uncertainty in Medical Image Segmentation
   ICCV 2025 ·

   Jiayuan Zhu

   DBLP profile ↗ORCID search ↗
7. Specialised or Generic? Tokenization Choices for Radiology Language Models
   MICCAI 2025 ·

   Hermione Warr

   DBLP profile ↗ORCID search ↗
8. Unsupervised Domain Adaptation via Content Alignment for Hippocampus Segmentation
   ICCV 2025 ·

   Hoda Kalabizadeh

   DBLP profile ↗ORCID search ↗
9. $\mathrm {IterMask2}$: Iterative Unsupervised Anomaly Segmentation via Spatial and Frequency Masking for Brain Lesions in MRI
   MICCAI 2024 ·

   Ziyun Liang

   DBLP profile ↗ORCID search ↗
10. An Organism Starts with a Single Pix-Cell: A Neural Cellular Diffusion for High-Resolution Image Synthesis
    MICCAI 2024 ·

    Marawan Elbatel

    DBLP profile ↗ORCID search ↗
11. As Firm As Their Foundations: Creating Transferable Adversarial Examples Across Downstream Tasks with CLIP
    BMVC 2024 ·

    Anjun Hu

    DBLP profile ↗ORCID search ↗
12. Evaluating Reliability in Medical DNNs: A Critical Analysis of Feature and Confidence-Based OOD Detection
    MICCAI 2024 ·

    Harry Anthony

    DBLP profile ↗ORCID search ↗
13. Is Your Style Transfer Doing Anything Useful? An Investigation into Hippocampus Segmentation and the Role of Preprocessing
    MICCAI 2024 ·

    Hoda Kalabizadeh

    DBLP profile ↗ORCID search ↗
14. Quality Control for Radiology Report Generation Models via Auxiliary Auditing Components
    MICCAI 2024 ·

    Hermione Warr

    DBLP profile ↗ORCID search ↗
15. Semi-Supervised Learning for Deep Causal Generative Models
    MICCAI 2024 ·

    Yasin Ibrahim

    DBLP profile ↗ORCID search ↗