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Cosmin I. Bercea

Identifiers

  • name variant Cosmin I. Bercea 0.60 · backfill

Papers (21)

  1. Dynamic Decision Learning: Test-Time Evolution for Abnormality Grounding in Rare Diseases cs.CL · 2026 · author #6
  2. Knowledge to Sight: Reasoning over Visual Attributes via Knowledge Decomposition for Abnormality Grounding cs.CV · 2025 · author #6
  3. NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI eess.IV · 2025 · author #1
  4. Semantic Alignment of Unimodal Medical Text and Vision Representations cs.CV · 2025 · author #4
  5. Enhancing Abnormality Grounding for Vision Language Models with Knowledge Descriptions cs.CV · 2025 · author #5
  6. Selective Test-Time Adaptation for Unsupervised Anomaly Detection using Neural Implicit Representations cs.LG · 2024 · author #3
  7. FMBench: Benchmarking Fairness in Multimodal Large Language Models on Medical Tasks cs.CV · 2024 · author #5
  8. MedEdit: Counterfactual Diffusion-based Image Editing on Brain MRI eess.IV · 2024 · author #5
  9. Diffusion Models for Unsupervised Anomaly Detection in Fetal Brain Ultrasound eess.IV · 2024 · author #6
  10. Unsupervised Analysis of Alzheimer's Disease Signatures using 3D Deformable Autoencoders eess.IV · 2024 · author #7
  11. Interpretable Representation Learning of Cardiac MRI via Attribute Regularization eess.IV · 2024 · author #2
  12. Language Models Meet Anomaly Detection for Better Interpretability and Generalizability cs.CV · 2024 · author #8
  13. Denoising Diffusion Models for 3D Healthy Brain Tissue Inpainting eess.IV · 2024 · author #7
  14. Diffusion Models with Implicit Guidance for Medical Anomaly Detection eess.IV · 2024 · author #1
  15. Towards Universal Unsupervised Anomaly Detection in Medical Imaging eess.IV · 2024 · author #1
  16. Attribute Regularized Soft Introspective Variational Autoencoder for Interpretable Cardiac Disease Classification eess.IV · 2023 · author #2
  17. Bias in Unsupervised Anomaly Detection in Brain MRI eess.IV · 2023 · author #1
  18. Mask, Stitch, and Re-Sample: Enhancing Robustness and Generalizability in Anomaly Detection through Automatic Diffusion Models cs.CV · 2023 · author #1
  19. 3D Masked Autoencoders with Application to Anomaly Detection in Non-Contrast Enhanced Breast MRI eess.IV · 2023 · author #3
  20. What do we learn? Debunking the Myth of Unsupervised Outlier Detection cs.CV · 2022 · author #1
  21. FedDis: Disentangled Federated Learning for Unsupervised Brain Pathology Segmentation eess.IV · 2021 · author #1

Mentions

  • 2508.04572 #6 · arxiv_oai · confidence 0.70 Cosmin I. Bercea
  • 2505.14064 #1 · arxiv_oai · confidence 0.70 Cosmin I. Bercea
  • 2503.04478 #4 · arxiv_oai · confidence 0.70 Cosmin I. Bercea
  • 2503.03278 #5 · arxiv_oai · confidence 0.70 Cosmin I. Bercea
  • 2410.03306 #3 · arxiv_oai · confidence 0.70 Cosmin I. Bercea
  • 2410.01089 #5 · arxiv_oai · confidence 0.70 Cosmin I. Bercea
  • 2406.08282 #2 · arxiv_oai · confidence 0.70 Cosmin I. Bercea
  • 2404.07622 #8 · arxiv_oai · confidence 0.70 Cosmin I. Bercea
  • 2407.15270 #5 · arxiv_oai · confidence 0.70 Cosmin I. Bercea
  • 2407.15119 #6 · arxiv_oai · confidence 0.70 Cosmin I. Bercea
  • 2407.03863 #7 · arxiv_oai · confidence 0.70 Cosmin I. Bercea
  • 2403.14499 #7 · arxiv_oai · confidence 0.70 Cosmin I. Bercea
  • 2403.08464 #1 · arxiv_oai · confidence 0.70 Cosmin I. Bercea
  • 2401.10637 #1 · arxiv_oai · confidence 0.70 Cosmin I. Bercea
  • 2312.08915 #2 · arxiv_oai · confidence 0.70 Cosmin I. Bercea
  • 2308.13861 #1 · arxiv_oai · confidence 0.70 Cosmin I. Bercea
  • 2305.19643 #1 · arxiv_oai · confidence 0.70 Cosmin I. Bercea
  • 2303.05861 #3 · arxiv_oai · confidence 0.70 Cosmin I. Bercea
  • 2206.03698 #1 · arxiv_oai · confidence 0.70 Cosmin I. Bercea
  • 2103.03705 #1 · arxiv_oai · confidence 0.70 Cosmin I. Bercea

Frequent Coauthors