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https://github.com/StanfordMIMI/DDM2

denoising diffusion-models diffusion-mri iclr iclr2023

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[ICLR2023] Official repository of DDM2: Self-Supervised Diffusion MRI Denoising with Generative Diffusion Models


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Dependencies

environment.yml conda
  • _libgcc_mutex 0.1.*
  • _openmp_mutex 4.5.*
  • _pytorch_select 0.1.*
  • blas 1.0.*
  • ca-certificates 2022.3.29.*
  • certifi 2021.10.8.*
  • cudatoolkit 10.2.89.*
  • freetype 2.11.0.*
  • giflib 5.2.1.*
  • intel-openmp 2021.4.0.*
  • jpeg 9d.*
  • lcms2 2.12.*
  • ld_impl_linux-64 2.35.1.*
  • libffi 3.3.*
  • libgcc-ng 9.3.0.*
  • libgomp 9.3.0.*
  • libpng 1.6.37.*
  • libstdcxx-ng 9.3.0.*
  • libtiff 4.2.0.*
  • libuv 1.40.0.*
  • libwebp 1.2.2.*
  • libwebp-base 1.2.2.*
  • lz4-c 1.9.3.*
  • mkl 2021.4.0.*
  • mkl-service 2.4.0.*
  • mkl_fft 1.3.1.*
  • mkl_random 1.2.2.*
  • ncurses 6.3.*
  • ninja 1.10.2.*
  • openssl 1.1.1n.*
  • pip 21.2.4.*
  • python 3.8.13.*
  • readline 8.1.2.*
  • setuptools 58.0.4.*
  • six 1.16.0.*
  • sqlite 3.38.2.*
  • tk 8.6.11.*
  • typing_extensions 4.1.1.*
  • wheel 0.37.1.*
  • xz 5.2.5.*
  • zlib 1.2.11.*
  • zstd 1.4.9.*