Improving Decoupled Posterior Sampling for Inverse Problems using Data Consistency Constraint | Paper Citation Record

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This paper cites A statistical perspective on ill-posed inverse problems.

Improving Decoupled Posterior Sampling for Inverse Problems using Data Consistency Constraint A statistical perspective on ill-posed inverse problems

Reference 1

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Observation 28d594ec-fcee-4b36-a8c7-43dd8b5dc6c9 · outbound

This paper cites Candès, Justin Romberg, and Terence Tao.

Improving Decoupled Posterior Sampling for Inverse Problems using Data Consistency Constraint Candès, Justin Romberg, and Terence Tao

Reference 2

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This paper cites Candès and Michael B.

Improving Decoupled Posterior Sampling for Inverse Problems using Data Consistency Constraint Candès and Michael B

Reference 3

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This paper cites Compressed sensing and robust recovery of low rank matrices.

Improving Decoupled Posterior Sampling for Inverse Problems using Data Consistency Constraint Compressed sensing and robust recovery of low rank matrices

Reference 4

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This paper cites Corrupted sensing: Novel guarantees for separating structured signals.

Improving Decoupled Posterior Sampling for Inverse Problems using Data Consistency Constraint Corrupted sensing: Novel guarantees for separating structured signals

Reference 5

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This paper cites Nett, and Guang-Hong Chen.

Improving Decoupled Posterior Sampling for Inverse Problems using Data Consistency Constraint Nett, and Guang-Hong Chen

Reference 6

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Observation 9e53c305-2997-4cee-b9ad-9f0007f39b8d · outbound

This paper cites Denoising diffusion probabilistic models.

Improving Decoupled Posterior Sampling for Inverse Problems using Data Consistency Constraint Denoising diffusion probabilistic models

Reference 7

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This paper cites Improved denoising diffusion probabilistic models.

Improving Decoupled Posterior Sampling for Inverse Problems using Data Consistency Constraint Improved denoising diffusion probabilistic models

Reference 8

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This paper cites Generative modeling by estimating gradients of the data distribution.

Improving Decoupled Posterior Sampling for Inverse Problems using Data Consistency Constraint Generative modeling by estimating gradients of the data distribution

Reference 9

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This paper cites Improved techniques for training score-based generative models.

Improving Decoupled Posterior Sampling for Inverse Problems using Data Consistency Constraint Improved techniques for training score-based generative models

Reference 10

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Observation 19f3db18-1c51-452f-87f9-eb0865b30b67 · outbound

This paper cites Diffusion models beat GANs on image synthesis.

Improving Decoupled Posterior Sampling for Inverse Problems using Data Consistency Constraint Diffusion models beat GANs on image synthesis

Reference 11

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This paper cites Deep unsupervised learning using nonequilibrium thermodynamics.

Improving Decoupled Posterior Sampling for Inverse Problems using Data Consistency Constraint Deep unsupervised learning using nonequilibrium thermodynamics

Reference 12

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Observation ae247632-b6e0-4b4e-8bb9-d80d903d89bf · outbound

This paper cites Quantized Compressed Sensing with Score-based Generative Models.

Improving Decoupled Posterior Sampling for Inverse Problems using Data Consistency Constraint Quantized Compressed Sensing with Score-based Generative Models

Reference 13

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Observation 577ebf4f-bdae-411a-83e2-4064a433b75f · outbound

This paper cites Diffusion Posterior Sampling for General Noisy Inverse Problems.

Improving Decoupled Posterior Sampling for Inverse Problems using Data Consistency Constraint Diffusion Posterior Sampling for General Noisy Inverse Problems

Reference 14

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Observation 4b9be4cb-18da-4ed8-96a3-7c50e96a08ae · outbound

This paper cites Improving diffusion models for inverse problems using manifold constraints.

Improving Decoupled Posterior Sampling for Inverse Problems using Data Consistency Constraint Improving diffusion models for inverse problems using manifold constraints

Reference 15

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Observation bcf90dd7-885b-4ed0-a666-d2c3d226e4c8 · outbound

This paper cites Dimakis, and Jon Tamir.

Improving Decoupled Posterior Sampling for Inverse Problems using Data Consistency Constraint Dimakis, and Jon Tamir

Reference 16

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Observation 0f213f40-219c-4e79-a38b-beaf108060c9 · outbound

This paper cites Instance-Optimal Compressed Sensing via Posterior Sampling.

Improving Decoupled Posterior Sampling for Inverse Problems using Data Consistency Constraint Instance-Optimal Compressed Sensing via Posterior Sampling

Reference 17

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Observation 26b86223-f2c3-4c43-822c-ee8e26abb32d · outbound

This paper cites Denoising diffusion restoration models.Advances in Neural Information Processing Systems , 35:23593–23606, 2022.

Improving Decoupled Posterior Sampling for Inverse Problems using Data Consistency Constraint Denoising diffusion restoration models.Advances in Neural Information Processing Systems , 35:23593–23606, 2022

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:12:24.789439Z

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This paper cites SNIPS: Solving noisy inverse problems stochastically.

Improving Decoupled Posterior Sampling for Inverse Problems using Data Consistency Constraint SNIPS: Solving noisy inverse problems stochastically

Reference 19

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Observation 2ea43f3f-7ae4-4798-871a-da6699cc3f91 · outbound

This paper cites Pseudoinverse-guided diffusion models for inverse problems.

Improving Decoupled Posterior Sampling for Inverse Problems using Data Consistency Constraint Pseudoinverse-guided diffusion models for inverse problems

Reference 20

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This paper cites DMPlug: A Plug-in Method for Solving Inverse Problems with Diffusion Models.

Improving Decoupled Posterior Sampling for Inverse Problems using Data Consistency Constraint DMPlug: A Plug-in Method for Solving Inverse Problems with Diffusion Models

Reference 21

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This paper cites Improving Diffusion Inverse Problem Solving with Decoupled Noise Annealing.

Improving Decoupled Posterior Sampling for Inverse Problems using Data Consistency Constraint Improving Diffusion Inverse Problem Solving with Decoupled Noise Annealing

Reference 22

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This paper cites Decoupled Data Consistency with Diffusion Purification for Image Restoration.

Improving Decoupled Posterior Sampling for Inverse Problems using Data Consistency Constraint Decoupled Data Consistency with Diffusion Purification for Image Restoration

Reference 23

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This paper cites SITCOM: Step-wise Triple-Consistent Diffusion Sampling for Inverse Problems.

Improving Decoupled Posterior Sampling for Inverse Problems using Data Consistency Constraint SITCOM: Step-wise Triple-Consistent Diffusion Sampling for Inverse Problems

Reference 24

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Observation ef78c68d-7bc3-47e9-b110-ef50a62cfd5d · outbound

This paper cites Elucidating the design space of diffusion-based generative models.

Improving Decoupled Posterior Sampling for Inverse Problems using Data Consistency Constraint Elucidating the design space of diffusion-based generative models

Reference 25

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This paper cites Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow.

Improving Decoupled Posterior Sampling for Inverse Problems using Data Consistency Constraint Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow

Reference 26

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This paper cites Consistency Flow Matching: Defining Straight Flows with Velocity Consistency.

Improving Decoupled Posterior Sampling for Inverse Problems using Data Consistency Constraint Consistency Flow Matching: Defining Straight Flows with Velocity Consistency

Reference 27

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Observation c602cc92-736a-414b-98e7-81ff0cdc46d1 · outbound

This paper cites Tweedie Moment Projected Diffusions For Inverse Problems.

Improving Decoupled Posterior Sampling for Inverse Problems using Data Consistency Constraint Tweedie Moment Projected Diffusions For Inverse Problems

Reference 28

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Improving Decoupled Posterior Sampling for Inverse Problems using Data Consistency Constraint Unresolved cited work

Reference 29

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Observation 03639499-f6e2-4475-87e6-6e3f833b9bcf · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Improving Decoupled Posterior Sampling for Inverse Problems using Data Consistency Constraint Adam: A Method for Stochastic Optimization

Reference 30

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This paper cites A stochastic approximation method.

Improving Decoupled Posterior Sampling for Inverse Problems using Data Consistency Constraint A stochastic approximation method

Reference 31

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Observation d99e7710-26c7-42f7-aa9b-000cec1c4bb9 · outbound

This paper cites Diffusion Model Based Posterior Sampling for Noisy Linear Inverse Problems.

Improving Decoupled Posterior Sampling for Inverse Problems using Data Consistency Constraint Diffusion Model Based Posterior Sampling for Noisy Linear Inverse Problems

Reference 32

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This paper cites Prompt-tuning latent diffusion models for inverse problems.

Improving Decoupled Posterior Sampling for Inverse Problems using Data Consistency Constraint Prompt-tuning latent diffusion models for inverse problems

Reference 33

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This paper cites Solving linear inverse problems provably via posterior sampling with latent diffusion models.

Improving Decoupled Posterior Sampling for Inverse Problems using Data Consistency Constraint Solving linear inverse problems provably via posterior sampling with latent diffusion models

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:12:24.734900Z

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Observation 55d85aa5-607b-46af-829c-d7f381033201 · outbound

This paper cites Solving Inverse Problems with Latent Diffusion Models via Hard Data Consistency.

Improving Decoupled Posterior Sampling for Inverse Problems using Data Consistency Constraint Solving Inverse Problems with Latent Diffusion Models via Hard Data Consistency

Reference 35

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This paper cites A style-based generator architecture for generative adversarial networks.

Improving Decoupled Posterior Sampling for Inverse Problems using Data Consistency Constraint A style-based generator architecture for generative adversarial networks

Reference 36

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Observation 7f527a6c-fc33-4aad-948a-6c74a0ff55ea · outbound

This paper cites Imagenet: A large-scale hierarchical image database.

Improving Decoupled Posterior Sampling for Inverse Problems using Data Consistency Constraint Imagenet: A large-scale hierarchical image database

Reference 37

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Observation 2d431e92-5aa1-480f-b188-1a4eccbffbbd · outbound

This paper cites Decomposed Diffusion Sampler for Accelerating Large-Scale Inverse Problems.

Improving Decoupled Posterior Sampling for Inverse Problems using Data Consistency Constraint Decomposed Diffusion Sampler for Accelerating Large-Scale Inverse Problems

Reference 38

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Observation 47f0692b-c3e1-49ad-9ef8-a54b85435c9c · outbound

This paper cites Denoising diffusion models for plug-and-play image restoration.

Improving Decoupled Posterior Sampling for Inverse Problems using Data Consistency Constraint Denoising diffusion models for plug-and-play image restoration

Reference 39

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Observation 2a3752b6-98cf-4c61-98ef-24f242d9ebe2 · outbound

This paper cites Beyond first-order Tweedie: Solving inverse problems using latent diffusion.

Improving Decoupled Posterior Sampling for Inverse Problems using Data Consistency Constraint Beyond first-order Tweedie: Solving inverse problems using latent diffusion

Reference 40

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Observation cbb3baec-5ad8-4541-baaf-f9b3d69de5ac · outbound

This paper cites Diffusion posterior sampling for linear inverse problem solving: A filtering perspective.

Improving Decoupled Posterior Sampling for Inverse Problems using Data Consistency Constraint Diffusion posterior sampling for linear inverse problem solving: A filtering perspective

Reference 41

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Observation 2e0487f4-6ad8-4749-a37a-41dfd6750ab4 · outbound

This paper cites Principled Probabilistic Imaging using Diffusion Models as Plug-and-Play Priors.

Improving Decoupled Posterior Sampling for Inverse Problems using Data Consistency Constraint Principled Probabilistic Imaging using Diffusion Models as Plug-and-Play Priors

Reference 42

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Observation 327d7ecf-9b01-458e-9c26-ad2c99daa8d4 · outbound

This paper cites Feng, and Katherine L.

Improving Decoupled Posterior Sampling for Inverse Problems using Data Consistency Constraint Feng, and Katherine L

Reference 43

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Observation c132597b-82a2-4152-ba21-c7910d9abf41 · outbound

This paper cites Monte Carlo guided denoising diffusion models for Bayesian linear inverse problems.

Improving Decoupled Posterior Sampling for Inverse Problems using Data Consistency Constraint Monte Carlo guided denoising diffusion models for Bayesian linear inverse problems

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:12:24.667886Z

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Observation f68f4dc2-f99c-4e25-95a4-7189242e97ec · outbound

This paper cites Noise2score: Tweedie’s approach to self-supervised image denoising without clean images.

Improving Decoupled Posterior Sampling for Inverse Problems using Data Consistency Constraint Noise2score: Tweedie’s approach to self-supervised image denoising without clean images

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:12:24.656623Z

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Observation a818d0fc-5f07-4234-9ba5-2b28492b16f9 · outbound

This paper cites Tweedie’s formula and selection bias.

Improving Decoupled Posterior Sampling for Inverse Problems using Data Consistency Constraint Tweedie’s formula and selection bias

Reference 46

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Observation b714c914-12ff-4ad7-800f-26fe3cda581c · outbound

This paper cites Explore image deblurring via encoded blur kernel space.

Improving Decoupled Posterior Sampling for Inverse Problems using Data Consistency Constraint Explore image deblurring via encoded blur kernel space

Reference 47

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Observation 74f29a63-b820-4978-bcbc-b30036e6b71e · outbound

This paper cites High-resolution image synthesis with latent diffusion models.

Improving Decoupled Posterior Sampling for Inverse Problems using Data Consistency Constraint High-resolution image synthesis with latent diffusion models

Reference 48

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Observation ec8a2c1d-98aa-42c6-9d55-88ccf65ad2c6 · outbound

This paper cites Efros, Eli Shechtman, and Oliver Wang.

Improving Decoupled Posterior Sampling for Inverse Problems using Data Consistency Constraint Efros, Eli Shechtman, and Oliver Wang

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:12:24.618126Z

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Observation b8a19fc6-05ac-4788-8241-33927ca86a94 · outbound

This paper cites Bovik, Hamid R.

Improving Decoupled Posterior Sampling for Inverse Problems using Data Consistency Constraint Bovik, Hamid R

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:12:24.606523Z

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Observation 96db2962-a43f-4fd6-b06c-becb07bfae81 · outbound

This paper cites Direct diffusion bridge using data consistency for inverse problems.

Improving Decoupled Posterior Sampling for Inverse Problems using Data Consistency Constraint Direct diffusion bridge using data consistency for inverse problems

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:12:24.595789Z

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Observation 7f1f09e9-0b43-41ee-968a-e276e7b87c4b · outbound

This paper cites Diffusion-based adversarial purification for robust deep MRI reconstruction.

Improving Decoupled Posterior Sampling for Inverse Problems using Data Consistency Constraint Diffusion-based adversarial purification for robust deep MRI reconstruction

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:12:24.584478Z

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Observation bec4efc9-6747-41e0-bd15-b049fbe12342 · outbound

This paper cites Inverse problems in atmospheric science and their application.

Improving Decoupled Posterior Sampling for Inverse Problems using Data Consistency Constraint Inverse problems in atmospheric science and their application

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:12:24.574171Z

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Observation f584cdae-3cf9-48d3-85c1-76157fc9bc74 · outbound

This paper cites Gibbsddrm: A partially collapsed Gibbs sampler for solving blind inverse problems with denoising diffusion restoration.

Improving Decoupled Posterior Sampling for Inverse Problems using Data Consistency Constraint Gibbsddrm: A partially collapsed Gibbs sampler for solving blind inverse problems with denoising diffusion restoration

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T05:12:24.562898Z

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This paper cites Learning Diffusion Priors from Observations by Expectation Maximization.

Improving Decoupled Posterior Sampling for Inverse Problems using Data Consistency Constraint Learning Diffusion Priors from Observations by Expectation Maximization

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