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Christian Desrosiers

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Papers (18)

  1. Exploring Entropy-based Active Learning for Fair Brain Segmentation cs.CV · 2026 · author #3
  2. Reinforcement Learning for Unsupervised Domain Adaptation in Spatio-Temporal Echocardiography Segmentation eess.IV · 2025 · author #6
  3. TRUST: Test-Time Refinement using Uncertainty-Guided SSM Traverses cs.CV · 2025 · author #10
  4. IVD-Net: Intervertebral disc localization and segmentation in MRI with a multi-modal UNet cs.CV · 2018 · author #2
  5. Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial Learning cs.CV · 2018 · author #3
  6. Dense Multi-path U-Net for Ischemic Stroke Lesion Segmentation in Multiple Image Modalities cs.CV · 2018 · author #3
  7. Multi-region segmentation of bladder cancer structures in MRI with progressive dilated convolutional networks cs.CV · 2018 · author #7
  8. White matter fiber analysis using kernel dictionary learning and sparsity priors cs.CV · 2018 · author #3
  9. HyperDense-Net: A hyper-densely connected CNN for multi-modal image segmentation cs.CV · 2018 · author #5
  10. Graph Convolutions on Spectral Embeddings: Learning of Cortical Surface Data cs.CV · 2018 · author #2
  11. Deep CNN ensembles and suggestive annotations for infant brain MRI segmentation cs.CV · 2017 · author #2
  12. Modeling Information Flow Through Deep Neural Networks cs.LG · 2017 · author #5
  13. Isointense Infant Brain Segmentation with a Hyper-dense Connected Convolutional Neural Network cs.CV · 2017 · author #4
  14. Multi-modal analysis of genetically-related subjects using SIFT descriptors in brain MRI cs.CV · 2017 · author #5
  15. White Matter Fiber Segmentation Using Functional Varifolds cs.CV · 2017 · author #6
  16. Unbiased Shape Compactness for Segmentation cs.CV · 2017 · author #3
  17. A 3D fully convolutional neural network and a random walker to segment the esophagus in CT cs.CV · 2017 · author #5
  18. DOPE: Distributed Optimization for Pairwise Energies cs.CV · 2017 · author #3

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