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z31io#r#=+XSjz)G9*0Ib7$2bAmiqu^mCmJ{$;ruv`udrU*C@5_~IGn3Dqj}FXq$w$ME?Hlwm@b_7&)Z6}QV0Y916EFRrMTy{$ g|GiB0->NHJ{@pRrE%63rWG)R\n", + "\n", + "The denoising diffusion model that we would train (or the score based model, depending on the formulation) is what guides us along the trajectory of the reverse diffusion process. It shows the way (the direction) from any noisy image towards a cleaner image sample. The samplers then take steps along this direction to reach the final denoised image. In the above visualization, the green curve does not truly represent the reverse path though because it can be that our denoising model takes us on a different path towards a different image in the vicinity of the starting noise, but it would be a clean image of low entropy nonetheless." ] }, {