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ICON Lab

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  1. SynDiff SynDiff Public

    Official PyTorch implementation of SynDiff described in the paper (https://arxiv.org/abs/2207.08208).

    Python 279 39

  2. ResViT ResViT Public

    Official Implementation of ResViT: Residual Vision Transformers for Multi-modal Medical Image Synthesis

    Python 148 27

  3. I2I-Mamba I2I-Mamba Public

    Official implementation of I2I-Mamba, an image-to-image translation model based on selective state spaces

    Python 70 8

  4. pGAN-cGAN pGAN-cGAN Public

    Official implementations of the pixel-wise and cycle-consistency GAN models for multi-contrast MRI synthesis

    Python 66 21

  5. AdaDiff AdaDiff Public

    Official PyTorch implementation of AdaDiff described in the paper (https://arxiv.org/abs/2207.05876).

    Python 54 9

  6. SelfRDB SelfRDB Public

    Official PyTorch implementation of SelfRDB, a diffusion bridge model for multi-modal medical image synthesis

    Python 47 1

Repositories

Showing 10 of 33 repositories
  • FedGAT Public

    Official implementation of FedGAT: Generative Autoregressive Transformers for Model-Agnostic Federated MRI Reconstruction (https://arxiv.org/abs/2502.04521)

    icon-lab/FedGAT’s past year of commit activity
    Python 4 0 0 0 Updated May 5, 2025
  • MedTrim Public

    Official implementation of "Meta-Entity Driven Triplet Mining for Aligning Medical Vision-Language Models"

    icon-lab/MedTrim’s past year of commit activity
    Python 9 MIT 1 0 0 Updated Mar 19, 2025
  • SelfRDB Public

    Official PyTorch implementation of SelfRDB, a diffusion bridge model for multi-modal medical image synthesis

    icon-lab/SelfRDB’s past year of commit activity
    Python 47 MIT 1 2 0 Updated Feb 25, 2025
  • MambaRoll Public

    Official implementation of MambaRoll: A Physics-Driven Autoregressive State Space Model for Medical Image Reconstruction (https://arxiv.org/abs/2412.09331)

    icon-lab/MambaRoll’s past year of commit activity
    Python 16 MIT 1 1 0 Updated Feb 14, 2025
  • I2I-Mamba Public

    Official implementation of I2I-Mamba, an image-to-image translation model based on selective state spaces

    icon-lab/I2I-Mamba’s past year of commit activity
    Python 70 MIT 8 1 0 Updated Dec 17, 2024
  • DenoMamba Public

    Official implementation of DenoMamba: A fused state-space model for low-dose CT denoising

    icon-lab/DenoMamba’s past year of commit activity
    Python 26 MIT 1 3 0 Updated Sep 25, 2024
  • GraphCorr Public

    Official implementation of GraphCorr: A graph transformer plug-in module for deep fMRI classifiers

    icon-lab/GraphCorr’s past year of commit activity
    Python 0 MIT 1 0 0 Updated Aug 28, 2024
  • AdaDiff Public

    Official PyTorch implementation of AdaDiff described in the paper (https://arxiv.org/abs/2207.05876).

    icon-lab/AdaDiff’s past year of commit activity
    Python 54 9 1 0 Updated Mar 26, 2024
  • pFLSynth Public

    One Model to Unite Them All: Personalized Federated Learning of Multi-Contrast MRI Synthesis (pFLSynth)

    icon-lab/pFLSynth’s past year of commit activity
    Python 26 MIT 2 0 0 Updated Jan 23, 2024
  • PSFNet Public

    Official implementation of "Parallel-stream fusion of scan-specific and scan-general priors for learning deep MRI reconstruction in low-data regimes"

    icon-lab/PSFNet’s past year of commit activity
    Python 2 MIT 0 0 0 Updated Jan 2, 2024
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