Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration | Paper Citation Record

Observation 3b9d99e3-2624-48fc-b89b-79c2367a82bf · outbound

This paper cites Build- ing normalizing flows with stochastic interpolants.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration Build- ing normalizing flows with stochastic interpolants

Reference 1

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Observation 9ee53984-ff9d-471d-919d-36475a18136a · outbound

This paper cites The perception-distortion tradeoff.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration The perception-distortion tradeoff

Reference 2

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Observation 7b075430-45ab-4e2c-972e-73428431ca21 · outbound

This paper cites Deep compression autoencoder for efficient high-resolution diffusion models.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration Deep compression autoencoder for efficient high-resolution diffusion models

Reference 3

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Observation 3e15b2c2-c9e8-4e09-ae3f-4a78acdec0c2 · outbound

This paper cites Simple baselines for image restoration.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration Simple baselines for image restoration

Reference 4

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This paper cites Towards real-world blind face restoration with generative diffusion prior.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration Towards real-world blind face restoration with generative diffusion prior

Reference 5

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This paper cites Xception: Deep learning with depthwise separable convolutions.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration Xception: Deep learning with depthwise separable convolutions

Reference 6

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Observation 99d3b6a5-715e-472e-9ea5-926d99a7c7cc · outbound

This paper cites Efficient image restoration via latent con- sistency flow matching.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration Efficient image restoration via latent con- sistency flow matching

Reference 7

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Observation 6d1b8392-1285-4415-9bc5-cf91b3abbda6 · outbound

This paper cites Scalable high-resolution pixel-space image syn- thesis with hourglass diffusion transformers.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration Scalable high-resolution pixel-space image syn- thesis with hourglass diffusion transformers

Reference 8

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Observation 8438aa6d-f6d2-43ce-b589-7f46aef42884 · outbound

This paper cites Arcface: Additive angular margin loss for deep face recognition.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration Arcface: Additive angular margin loss for deep face recognition

Reference 9

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Observation ad477af4-68f9-4224-94f7-d004308aa030 · outbound

This paper cites Diffusion models beat gans on image synthesis.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration Diffusion models beat gans on image synthesis

Reference 10

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Observation 33d5676d-88ae-4e77-af75-c51216b6611f · outbound

This paper cites Image quality assessment: Unifying structure and texture similarity.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration Image quality assessment: Unifying structure and texture similarity

Reference 11

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Observation 9d0255ca-437c-44a4-bef1-65cee8a820d6 · outbound

This paper cites Learning a deep convolutional network for image super-resolution.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration Learning a deep convolutional network for image super-resolution

Reference 12

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Observation d9102926-822e-4acb-8d9c-aca5e58434da · outbound

This paper cites The vae used for stable diffusion 1.x/2.x and other models (kl-f8) has a critical flaw.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration The vae used for stable diffusion 1.x/2.x and other models (kl-f8) has a critical flaw

Reference 13

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Observation e52158b7-90e4-4ec4-a97c-38ff83988ea2 · outbound

This paper cites Image denoising: The deep learning revolution and beyond—a sur- vey paper.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration Image denoising: The deep learning revolution and beyond—a sur- vey paper

Reference 14

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This paper cites Taming transformers for high-resolution image synthesis.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration Taming transformers for high-resolution image synthesis

Reference 15

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Observation 31170618-c7ed-4ff9-b5e4-bb82b0f73462 · outbound

This paper cites Scaling recti- fied flow transformers for high-resolution image synthesis.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration Scaling recti- fied flow transformers for high-resolution image synthesis

Reference 16

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This paper cites A theory of the distortion-perception tradeoff in wasserstein space.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration A theory of the distortion-perception tradeoff in wasserstein space

Reference 17

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Observation 7ddcf3e2-89d4-421c-aa7d-a89a750e7f46 · outbound

This paper cites Lumina-t2x: Scalable flow- based large diffusion transformer for flexible resolution gen- eration.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration Lumina-t2x: Scalable flow- based large diffusion transformer for flexible resolution gen- eration

Reference 18

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Observation b43706f3-6509-477a-abf9-af16cf989f5f · outbound

This paper cites Generative adversarial networks.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration Generative adversarial networks

Reference 19

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Observation 4bf48b8d-c54f-488e-a18e-ce95506728c7 · outbound

This paper cites Vqfr: Blind face restoration with vector-quantized dictionary and parallel de- coder.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration Vqfr: Blind face restoration with vector-quantized dictionary and parallel de- coder

Reference 20

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Observation 7c778136-ee6f-47f1-9afa-4c4c832fc464 · outbound

This paper cites Deep residual learning for image recognition.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration Deep residual learning for image recognition

Reference 21

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Observation 90e50947-2ac5-4fd1-8564-22a7a91281d1 · outbound

This paper cites Gans trained by a two time-scale update rule converge to a local nash equilib- rium.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration Gans trained by a two time-scale update rule converge to a local nash equilib- rium

Reference 22

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Observation 710aa99a-79cc-4e5c-941d-db5de4c7224e · outbound

This paper cites Denoising dif- fusion probabilistic models.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration Denoising dif- fusion probabilistic models

Reference 23

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Observation 8e25751d-68ee-41a3-ac92-89d952b67f1c · outbound

This paper cites Labeled faces in the wild: A database forstudying face recognition in unconstrained environments.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration Labeled faces in the wild: A database forstudying face recognition in unconstrained environments

Reference 24

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This paper cites Re- thinking fid: Towards a better evaluation metric for image generation.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration Re- thinking fid: Towards a better evaluation metric for image generation

Reference 25

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This paper cites Towards flex- ible blind jpeg artifacts removal.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration Towards flex- ible blind jpeg artifacts removal

Reference 26

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Observation a45274b3-bcc8-4fc1-a9c4-1eb1c2de86b0 · outbound

This paper cites Percep- tual losses for real-time style transfer and super-resolution.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration Percep- tual losses for real-time style transfer and super-resolution

Reference 27

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Observation e2526e9e-11c0-42b3-87f6-419015cf5eb8 · outbound

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

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration A style-based generator architecture for generative adversarial networks

Reference 28

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Observation c8fd6ff6-fa54-433d-a3ff-34e9fe73538a · outbound

This paper cites Analyzing and improv- ing the image quality of stylegan.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration Analyzing and improv- ing the image quality of stylegan

Reference 29

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Observation 39a793a8-5d5c-460f-981f-3d5be600ace8 · outbound

This paper cites Musiq: Multi-scale image quality transformer.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration Musiq: Multi-scale image quality transformer

Reference 30

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This paper cites Auto-encoding variational bayes.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration Auto-encoding variational bayes

Reference 31

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This paper cites Adam: A method for stochastic optimization.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration Adam: A method for stochastic optimization

Reference 32

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This paper cites Ensembling off-the-shelf models for gan training.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration Ensembling off-the-shelf models for gan training

Reference 33

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Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration Unresolved cited work

Reference 34

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This paper cites Photo- realistic single image super-resolution using a generative ad- versarial network.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration Photo- realistic single image super-resolution using a generative ad- versarial network

Reference 35

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This paper cites Layer normalization.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration Layer normalization

Reference 36

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This paper cites Srdiff: Single image super-resolution with diffusion probabilistic models.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration Srdiff: Single image super-resolution with diffusion probabilistic models

Reference 37

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This paper cites Lsdir: A large scale dataset for image restoration.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration Lsdir: A large scale dataset for image restoration

Reference 38

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This paper cites Swinir: Image restoration us- ing swin transformer.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration Swinir: Image restoration us- ing swin transformer

Reference 39

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This paper cites Diff- bir: Toward blind image restoration with generative diffusion prior.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration Diff- bir: Toward blind image restoration with generative diffusion prior

Reference 40

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Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration Unresolved cited work

Reference 41

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Observation 3335fec9-b52b-4e09-99f2-d46d86084a1e · outbound

This paper cites Codeformer: A gnn-nested trans- former model for binary code similarity detection.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration Codeformer: A gnn-nested trans- former model for binary code similarity detection

Reference 42

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Observation d92c59cd-d05f-4449-aa35-6a654bbf2acb · outbound

This paper cites Flow straight and fast: Learning to generate and transfer data with rectified flow.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration Flow straight and fast: Learning to generate and transfer data with rectified flow

Reference 43

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This paper cites A convnet for the 2020s.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration A convnet for the 2020s

Reference 44

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This paper cites On the effectiveness of spectral discriminators for perceptual qual- ity improvement.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration On the effectiveness of spectral discriminators for perceptual qual- ity improvement

Reference 45

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Observation b2386600-e63e-4deb-8036-b40f840dc950 · outbound

This paper cites Posterior- mean rectified flow: Towards minimum MSE photo-realistic image restoration.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration Posterior- mean rectified flow: Towards minimum MSE photo-realistic image restoration

Reference 46

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Observation 40bbf146-2e49-412f-9ccd-3f74fa685c8a · outbound

This paper cites DINOv2: Learning Robust Visual Features without Supervision.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration DINOv2: Learning Robust Visual Features without Supervision

Reference 47

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This paper cites SDXL: Improving latent diffusion models for high-resolution image synthesis.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration SDXL: Improving latent diffusion models for high-resolution image synthesis

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:23:43.321443Z

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Observation 8e40a188-f25c-4d3f-a678-b6849c7c7db4 · outbound

This paper cites Train short, test long: Attention with linear biases enables input length ex- trapolation.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration Train short, test long: Attention with linear biases enables input length ex- trapolation

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:23:43.025549Z

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Observation fdd47017-85cd-4abe-a3a9-611297146150 · outbound

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

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration High-resolution image synthesis with latent diffusion models

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:23:42.733329Z

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Observation 29cae1df-1764-444e-be96-03690ce04a36 · outbound

This paper cites an unresolved cited work.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration Unresolved cited work

Reference 51

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Observation 7459aa0f-6c20-4472-941e-b998995d95e3 · outbound

This paper cites Projected gans converge faster.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration Projected gans converge faster

Reference 52

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Observation 18a3a9cc-c4d4-407c-b4ef-6d15442f32c3 · outbound

This paper cites Deep unsupervised learning using nonequilibrium thermodynamics.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration Deep unsupervised learning using nonequilibrium thermodynamics

Reference 53

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Observation f2c4df7d-a29a-42c1-95c6-5db85a7d840e · outbound

This paper cites Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models

Reference 54

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Observation 4cae4aa3-230a-415e-80b5-b868c8903ebe · outbound

This paper cites Going deeper with convolutions.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration Going deeper with convolutions

Reference 55

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Observation 4de7813f-2c4c-4cb8-8434-6daa1f998763 · outbound

This paper cites Attention is all you need.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration Attention is all you need

Reference 56

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Observation 7076ec71-229c-4e1f-9282-379070307863 · outbound

This paper cites Ex- ploring clip for assessing the look and feel of images.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration Ex- ploring clip for assessing the look and feel of images

Reference 57

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This paper cites Exploiting diffusion prior for real-world image super-resolution.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration Exploiting diffusion prior for real-world image super-resolution

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:23:41.699512Z

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Observation 2215df93-b6e5-41dc-98c0-8158f4fcc881 · outbound

This paper cites A survey of deep face restoration: Denoise, super-resolution, deblur, artifact re- moval.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration A survey of deep face restoration: Denoise, super-resolution, deblur, artifact re- moval

Reference 59

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Observation 38c77324-6d74-4e9d-ad99-17414d5ef2c3 · outbound

This paper cites To- wards real-world blind face restoration with generative fa- cial prior.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration To- wards real-world blind face restoration with generative fa- cial prior

Reference 60

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Observation 341fe0fd-6e01-49b0-9f23-30cddefa2441 · outbound

This paper cites Real-esrgan: Training real-world blind super-resolution with pure synthetic data.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration Real-esrgan: Training real-world blind super-resolution with pure synthetic data

Reference 61

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This paper cites Mul- tiscale structural similarity for image quality assessment.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration Mul- tiscale structural similarity for image quality assessment

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:23:41.502488Z

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This paper cites Restoreformer: High-quality blind face restoration from undegraded key-value pairs.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration Restoreformer: High-quality blind face restoration from undegraded key-value pairs

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:23:41.348980Z

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Observation c51c8e5a-d130-4d42-9e72-19fc9ab6df3b · outbound

This paper cites Q-align: Teaching LMMs for visual scoring via discrete text-defined levels.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration Q-align: Teaching LMMs for visual scoring via discrete text-defined levels

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:23:41.120473Z

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This paper cites Group normalization.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration Group normalization

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:23:40.886647Z

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Observation cbf927d7-cf4c-4f8a-b0d0-6eeb782e8024 · outbound

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

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration Consistency Flow Matching: Defining Straight Flows with Velocity Consistency

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-06T21:23:37.765641Z

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Observation 55691c3f-3cd8-4cae-9263-bf24a7990df2 · outbound

This paper cites Difface: Blind face restoration with diffused error contraction.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration Difface: Blind face restoration with diffused error contraction

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:23:40.592414Z

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Observation 89c9707c-acc0-42ec-a0c4-a31bfe126151 · outbound

This paper cites Resshift: Efficient diffusion model for image super- resolution by residual shifting.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration Resshift: Efficient diffusion model for image super- resolution by residual shifting

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:23:40.454967Z

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Observation e13eb444-24dc-473f-8633-bc38df1c6102 · outbound

This paper cites Effi- cient diffusion model for image restoration by residual shift- ing.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration Effi- cient diffusion model for image restoration by residual shift- ing

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:23:40.203579Z

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Observation b8cb7ffd-108d-4ba6-9e21-a5da5e89c2a6 · outbound

This paper cites Deep image deblurring: A survey.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration Deep image deblurring: A survey

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:23:39.945913Z

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5e1f3307-bf4d-4dc8-aa29-bf291d1205e1 · outbound

This paper cites The unreasonable effectiveness of deep features as a perceptual metric.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration The unreasonable effectiveness of deep features as a perceptual metric

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:23:39.650102Z

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Observation e5d0cfc5-571d-4f27-9d30-a22024fc30b2 · outbound

This paper cites Towards robust blind face restora- tion with codebook lookup transformer.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration Towards robust blind face restora- tion with codebook lookup transformer

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:23:39.412151Z

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Observation ac8a66da-925c-4db4-8685-d67abba0f421 · outbound

This paper cites Flowie: Efficient image enhancement via rectified flow.

Latent Posterior-Mean Rectified Flow for Higher-Fidelity Perceptual Face Restoration Flowie: Efficient image enhancement via rectified flow

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:23:39.146933Z

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