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Paper Citation Record · LEDGER

Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework

As of 11 August 2026, this Paper Citation Record lists 64 of 64 outbound references and 0 inbound Pith citation observations for arXiv:2605.07429.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2605.07429 v2

Coverage vector

measured 64 of 64 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-12T03:06:27.688161Z

measured 64 of 64 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

64 of 64 outbound references displayed

  • verified exact11
  • verified fuzzy52
  • unresolved1
  • parse uncertain0
  • malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a990a899-c55f-4464-8f02-10ad741d1f37 · outbound

This paper cites Dc2: Dual-camera defocus control by learning to refocus.

Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework Dc2: Dual-camera defocus control by learning to refocus

Reference 1

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation fefec1b2-61f3-4f54-8f58-82c28725ae38 · outbound

This paper cites Fast bilateral-space stereo for synthetic de- focus.

Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework Fast bilateral-space stereo for synthetic de- focus

Reference 2

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation e8f2af86-88f0-4b08-9775-32fd8d571491 · outbound

This paper cites Real-time, accurate depth of field using anisotropic diffusion and programmable graphics cards.

Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework Real-time, accurate depth of field using anisotropic diffusion and programmable graphics cards

Reference 3

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 6da7c4cd-e7a8-4041-aed7-92f7776dcba0 · outbound

This paper cites Sterefo: Efficient image refocusing with stereo vision.

Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework Sterefo: Efficient image refocusing with stereo vision

Reference 4

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 5a9a613d-c205-4dbb-b010-2465538528ed · outbound

This paper cites Toward real-world single image super-resolution: A new benchmark and a new model.

Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework Toward real-world single image super-resolution: A new benchmark and a new model

Reference 5

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation beaf473e-93f0-4ff1-8f11-0aa2b3124352 · outbound

This paper cites Image quality assessment: Unifying structure and texture similarity.IEEE transactions on pattern analysis and ma- chine intelligence, 44(5):2567–2581.

Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework Image quality assessment: Unifying structure and texture similarity.IEEE transactions on pattern analysis and ma- chine intelligence, 44(5):2567–2581

Reference 6

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 34142601-b0fb-4914-9830-cab69298402e · outbound

This paper cites Diffusion self-guidance for control- lable image generation.Advances in Neural Information Processing Systems, 36:16222–16239.

Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework Diffusion self-guidance for control- lable image generation.Advances in Neural Information Processing Systems, 36:16222–16239

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T20:51:52.694358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-12T03:06:27.688161Z digest=sha256:efebfe4aa5d8dfbfc29816421e58f998154000bd38ce420377441d1b2cadec74

Observation 6174356e-b31f-474e-85c6-5e793a9a11ee · outbound

This paper cites Vision meets robotics: The kitti dataset.The in- ternational journal of robotics research, 32(11):1231–1237.

Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework Vision meets robotics: The kitti dataset.The in- ternational journal of robotics research, 32(11):1231–1237

Reference 8

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-12T03:06:27.688161Z digest=sha256:a511fe543921754cee6472b35b5da336f0d9ec61da3db6dc8517ad343727a3da

Observation 86731824-48f8-4cc8-94bf-8823eed2ec73 · outbound

This paper cites Gans trained by a two time-scale update rule converge to a local nash equilib- rium.Advances in neural information processing systems, 30.

Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework Gans trained by a two time-scale update rule converge to a local nash equilib- rium.Advances in neural information processing systems, 30

Reference 9

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 688fe2e9-2741-4307-87d8-08873c793dfc · outbound

This paper cites Denoising dif- fusion probabilistic models.Advances in neural information processing systems, 33:6840–6851.

Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework Denoising dif- fusion probabilistic models.Advances in neural information processing systems, 33:6840–6851

Reference 10

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 426f4c36-ba14-4aae-ae45-4b7c5f79c90f · outbound

This paper cites Lora: Low-rank adaptation of large language models.ICLR, 1(2):3.

Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework Lora: Low-rank adaptation of large language models.ICLR, 1(2):3

Reference 11

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 834a2d4b-1ae2-499d-bae4-0152733ad3cc · outbound

This paper cites Sdmatte: Grafting diffusion models for interactive matting.

Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework Sdmatte: Grafting diffusion models for interactive matting

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T20:51:52.612644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation f19e2ca2-54d6-4220-90a1-4c2247fff19f · outbound

This paper cites Rendering natural camera bokeh effect with deep learning.

Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework Rendering natural camera bokeh effect with deep learning

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T20:51:52.698062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-12T03:06:27.688161Z digest=sha256:80ec644ec69708af6bd6ea29c6e37c8a5d9cb74aa81ade0536befd7f654286cf

Observation 511d6414-773c-4645-9ff7-3dd39958d92d · outbound

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

Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework A style-based generator architecture for generative adversarial networks

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T20:51:52.653188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation fe088b39-c5d1-43be-91ee-0518c5d28a96 · outbound

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

Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework Musiq: Multi-scale image quality transformer

Reference 15

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-12T03:06:27.688161Z digest=sha256:7ba475edd8d84f50dd7c9e8aae0d574c4132e46462ff085bf5dd38c8cc64feed

Observation 8627e1ef-6df1-4c4e-b375-97cb58b5b868 · outbound

This paper cites Bk-sdm: Architecturally compressed stable diffusion for efficient text-to-image generation.

Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework Bk-sdm: Architecturally compressed stable diffusion for efficient text-to-image generation

Reference 16

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-12T03:06:27.688161Z digest=sha256:2fdb2c0d4c3593a724d40108dd9ed5193fccf3b71edaaa10d7f5b1b076a7d15c

Observation 55c8a3b7-bb5b-410c-8153-2c2a05076853 · outbound

This paper cites Dense text-to-image generation with attention modulation.

Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework Dense text-to-image generation with attention modulation

Reference 17

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 04ce77e6-473b-4567-be39-59a2f5725e1c · outbound

This paper cites Berg, Wan-Yen Lo, Piotr Doll ´ar, and Ross Girshick.

Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework Berg, Wan-Yen Lo, Piotr Doll ´ar, and Ross Girshick

Reference 18

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-12T03:06:27.688161Z digest=sha256:f3e56bb9a6c81671f55badd314130596f2fe6524d48bebcc72c755f4c680fc30

Observation 8eadc11f-cb5b-47cf-abf9-e8e0a7eed32f · outbound

This paper cites Depth-of-field render- ing by pyramidal image processing.

Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework Depth-of-field render- ing by pyramidal image processing

Reference 19

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation ff18c1bf-0118-4b4f-8490-383b491feadc · outbound

This paper cites Real- time lens blur effects and focus control.ACM Transactions on Graphics (TOG), 29(4):1–7.

Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework Real- time lens blur effects and focus control.ACM Transactions on Graphics (TOG), 29(4):1–7

Reference 20

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-12T03:06:27.688161Z digest=sha256:b6ae01f3bfea127713f98646507a8ce76ff3d2f2cd8f3665e0f43e188e5d4e71

Observation 69805981-d04a-428b-bd11-de5ed87b74b9 · outbound

This paper cites Deep Automatic Natural Image Matting.

Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework Deep Automatic Natural Image Matting

Reference 21

Resolution
verified exact
arxiv_id, observed 2026-05-12T07:26:27.238185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 0f005aab-93f9-4cb2-915f-fc273381a5f5 · outbound

This paper cites Dissecting Arbitrary-scale Super-resolution Capability from Pre-trained Diffusion Generative Models.

Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework Dissecting Arbitrary-scale Super-resolution Capability from Pre-trained Diffusion Generative Models

Reference 22

Resolution
verified exact
arxiv_id, observed 2026-05-12T07:26:27.219992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 7443101a-7299-4c8e-a67e-0a10bcc0410e · outbound

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

Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework Lsdir: A large scale dataset for image restoration

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T20:51:52.635542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-12T03:06:27.688161Z digest=sha256:cb17496c2c2b6433a9d2736b8119680576323ce29cf9ce0899e0a8ecfea60fd9

Observation 713037b3-0777-454c-9762-53449d9805ee · outbound

This paper cites Real-time high-resolution background matting.

Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework Real-time high-resolution background matting

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T20:51:52.631632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation faf9820d-eae7-40aa-99e9-a99b194e544e · outbound

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

Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework Diff- bir: Toward blind image restoration with generative diffusion prior

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T20:51:52.808805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-12T03:06:27.688161Z digest=sha256:a17f42a4e5e312fc9185326643c125e9f6f3e425671d7a012adffebca291389f

Observation 2f4167b8-f4d3-4fba-9686-a783cb8685c4 · outbound

This paper cites Diffusion models, image super-resolution, and everything: A 13 survey.IEEE Transactions on Neural Networks and Learn- ing Systems.

Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework Diffusion models, image super-resolution, and everything: A 13 survey.IEEE Transactions on Neural Networks and Learn- ing Systems

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T20:51:52.777157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-12T03:06:27.688161Z digest=sha256:fb90b3afbe597d3f5f8d20dd0fe1cd835e9d635ebada25e310a8749aa2dc0f00

Observation 66566c9a-1f15-469e-852c-5f8c865c54d8 · outbound

This paper cites Bokehme: When neural rendering meets classical rendering.

Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework Bokehme: When neural rendering meets classical rendering

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T20:51:52.648660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-12T03:06:27.688161Z digest=sha256:a876d39fa3ea217788cad97fb70799b10e52af0394563bd9e402fe83817465e5

Observation 06b90416-67f4-42b4-8d3a-766d997ceb1a · outbound

This paper cites Mpib: An mpi-based bokeh ren- dering framework for realistic partial occlusion effects.

Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework Mpib: An mpi-based bokeh ren- dering framework for realistic partial occlusion effects

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T20:51:52.802627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-12T03:06:27.688161Z digest=sha256:3fa8212e95fd5d87775f1f097e0cdcfbe59c82479dbe5d0796920b72d3c35d74

Observation 323249ba-f2c3-4ec4-8582-2d8d5994f40a · outbound

This paper cites MIT Press.

Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework MIT Press

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T20:51:52.718977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-12T03:06:27.688161Z digest=sha256:63569309da8b4d3bff1f11d2239dd8800311a96933c575f831308809d35fbd1b

Observation 7d0e0cd4-9e11-4c44-9c40-886df7fdf67f · outbound

This paper cites A lens and aper- ture camera model for synthetic image generation.ACM SIGGRAPH Computer Graphics, 15(3):297–305.

Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework A lens and aper- ture camera model for synthetic image generation.ACM SIGGRAPH Computer Graphics, 15(3):297–305

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T20:51:52.660421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-12T03:06:27.688161Z digest=sha256:d913a0050ad64a5d65a228ebb6faf55cf0a5faaf3dc0ac8371ce30e97024ec45

Observation 66afea03-dc1b-465e-b6b6-a5bcc8669bd3 · outbound

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

Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework High-resolution image synthesis with latent diffusion models

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T20:51:52.732398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-12T03:06:27.688161Z digest=sha256:3772fa1780f04d6c63c74d517526af50aae674cd5f4bf572bd52e84c825eb604

Observation 4ef1de99-e8aa-443d-a909-183f0fd8655d · outbound

This paper cites Adversarial diffusion distillation.

Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework Adversarial diffusion distillation

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T20:51:52.671793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-12T03:06:27.688161Z digest=sha256:6b485fbb455abfa84f7eadea1955950ca20dbba4331d0469b1ecfde571c84b37

Observation 0437c65c-45f7-4501-bd4d-e76cc219dc63 · outbound

This paper cites Efficient multi-lens bokeh ef- fect rendering and transformation.

Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework Efficient multi-lens bokeh ef- fect rendering and transformation

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T20:51:52.781148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-12T03:06:27.688161Z digest=sha256:00fbc19195a566cc62bd0e4a783dacbe71b40164264c5b827e96af19ed4f34a8

Observation be76e41c-01e5-497e-90ce-c338fd226701 · outbound

This paper cites Deepfocus: detection of out-of-focus re- gions in whole slide digital images using deep learning.PloS one, 13(10):e0205387.

Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework Deepfocus: detection of out-of-focus re- gions in whole slide digital images using deep learning.PloS one, 13(10):e0205387

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T20:51:52.674976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-12T03:06:27.688161Z digest=sha256:82ded86d003eaf65f220e982875cf3011d09781af8b42e306610f085578618fe

Observation e11fcbe6-9ab4-43b8-81bb-f0632c411d26 · outbound

This paper cites an unresolved cited work.

Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-05-12T20:51:52.768402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-12T03:06:27.688161Z digest=sha256:878e75079f48fb7f031fad9ae2b1f1124a9d43c5c900f3a9b82216e22257c35a

Observation 8b4734c5-e81b-490d-a2b7-9de946a5a9fd · outbound

This paper cites Indoor segmentation and support inference from rgbd images.

Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework Indoor segmentation and support inference from rgbd images

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T20:51:52.664558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-12T03:06:27.688161Z digest=sha256:f6d666ce4274f9d5e024a5995bd6378b9cad930f623eabf06ad7ae4476f21506

Observation 69efd1f4-375b-434f-8270-025c76e5c249 · outbound

This paper cites Fourier depth of field.ACM Transac- tions on Graphics (TOG), 28(2):1–12.

Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework Fourier depth of field.ACM Transac- tions on Graphics (TOG), 28(2):1–12

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T20:51:52.715680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-12T03:06:27.688161Z digest=sha256:c5ecd7b3f46ccc85e174c4862e4e1556c7cc38e11927281b2725325e68be0bf4

Observation 01831aba-08dd-474f-839d-6a1e1ba4f6cd · outbound

This paper cites Denoising Diffusion Implicit Models.

Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework Denoising Diffusion Implicit Models

Reference 38

Resolution
verified exact
local_arxiv, observed 2026-05-12T07:26:27.212543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-12T03:06:27.688161Z digest=sha256:dcf3437b49fea4db79967d6d8d72d0d8a56a93576834dd269c72ba022184b0e2

Observation a8067c66-924e-49e5-9098-f7e0ac0fba52 · outbound

This paper cites Score-Based Generative Modeling through Stochastic Differential Equations.

Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework Score-Based Generative Modeling through Stochastic Differential Equations

Reference 39

Resolution
verified exact
local_arxiv, observed 2026-05-12T07:26:27.166766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-12T03:06:27.688161Z digest=sha256:d8bbe8e2b7288142bd264ee946b319de89b70e93761e0923f1f5c4320884398d

Observation 970ed1fd-739d-4312-89a7-cab305e7adc4 · outbound

This paper cites Synthetic depth-of-field with a single-camera mobile phone.

Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework Synthetic depth-of-field with a single-camera mobile phone

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T20:51:52.604295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-12T03:06:27.688161Z digest=sha256:7133e907ae18c7e30444ab0a12b6de0624cd7e37f93d56f4d97269a32d741b3e

Observation 4788f6a9-cdbc-4f85-8c97-6712c097a4f3 · outbound

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

Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework Ex- ploring clip for assessing the look and feel of images

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T20:51:52.680182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-12T03:06:27.688161Z digest=sha256:2033752389cd0057dcf7deea0afd5257d8e91d2ff2cfccfb1012f25772fdaf54

Observation 7016f04f-f93d-4ba3-839d-93b888b5775b · outbound

This paper cites DeepLens: Shallow Depth Of Field From A Single Image.

Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework DeepLens: Shallow Depth Of Field From A Single Image

Reference 42

Resolution
verified exact
arxiv_id, observed 2026-07-04T23:08:18.669408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-12T03:06:27.688161Z digest=sha256:7d9a22ddeb4da94bf408c240c4295d64e1b47ae4f0a02ba3e44dbcf548d28b03

Observation 96a8ac38-dedc-45c2-adb2-07360062d189 · outbound

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

Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework Real-esrgan: Training real-world blind super-resolution with pure synthetic data

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T20:51:52.764573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-12T03:06:27.688161Z digest=sha256:fd40e0ea4cbf3d5f992c1c43f30effd1419fad1d116dfcc4b6590a64b0aaf62d

Observation 6ded62a5-c532-40da-899e-63058bc9c9c6 · outbound

This paper cites Sinsr: diffusion-based image super- resolution in a single step.

Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework Sinsr: diffusion-based image super- resolution in a single step

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T20:51:52.784817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-12T03:06:27.688161Z digest=sha256:52fbb58e5290522da834e91f9ea94d72cc700301cab4ff22d62770217d9e051a

Observation 2dba15b4-ca07-45b5-9a3e-5c4ccb62b19f · outbound

This paper cites Trust but verify: Adaptive condi- tioning for reference-based diffusion super-resolution via implicit reference correlation modeling.

Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework Trust but verify: Adaptive condi- tioning for reference-based diffusion super-resolution via implicit reference correlation modeling

Reference 45

Resolution
verified exact
arxiv_id, observed 2026-05-12T07:26:27.250986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-12T03:06:27.688161Z digest=sha256:70bc6efb1ee0ff63965585d5905a919e0bdb505565f20b31a0c9a4fa6014960e

Observation b611b85f-5835-4890-80f4-37a1cf256d0b · outbound

This paper cites Image quality assessment: from error visibility to structural similarity.IEEE transactions on image processing, 13(4):600–612.

Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework Image quality assessment: from error visibility to structural similarity.IEEE transactions on image processing, 13(4):600–612

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T20:51:52.760813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-12T03:06:27.688161Z digest=sha256:032369aa36f21964aa1f440df064c6cf053fd299c96700e30ae1c6c4c8d24dc7

Observation 933a2e2e-4b21-402f-a84d-4254646f71e1 · outbound

This paper cites Prolificdreamer: High-fidelity and diverse text-to-3d generation with variational score distilla- tion.Advances in Neural Information Processing Systems, 36:8406–8441.

Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework Prolificdreamer: High-fidelity and diverse text-to-3d generation with variational score distilla- tion.Advances in Neural Information Processing Systems, 36:8406–8441

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T20:51:52.742224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-12T03:06:27.688161Z digest=sha256:74c1a7bfcff544585642348ee816753481a0349e63fff47f75feed197a6acf34

Observation c4a5ff5c-aba3-4a82-acef-e3e21e32325f · outbound

This paper cites Component divide- and-conquer for real-world image super-resolution.

Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework Component divide- and-conquer for real-world image super-resolution

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T20:51:52.729404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-12T03:06:27.688161Z digest=sha256:74151ca470973e148b90fab819ae3d090c575a4c9c1dbc4a19dc689d4f56823a

Observation 44f0460b-d2cc-4fd6-a7d0-5562e7cc284c · outbound

This paper cites One-step effective diffusion network for real-world image super-resolution.Advances in Neural Information Process- ing Systems, 37:92529–92553.

Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework One-step effective diffusion network for real-world image super-resolution.Advances in Neural Information Process- ing Systems, 37:92529–92553

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T20:51:52.701375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-12T03:06:27.688161Z digest=sha256:5774e0a0ebed5914ad9c35cca2edeb2d8d57d32d8242fc8ab5528e2a2e2a6eeb

Observation 1d9b297c-532c-4ce7-b806-b192b7e3cddc · outbound

This paper cites Seesr: Towards semantics- aware real-world image super-resolution.

Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework Seesr: Towards semantics- aware real-world image super-resolution

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T20:51:52.644597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-12T03:06:27.688161Z digest=sha256:497f14099c42a0326db8db9f32eb4ca25d9dbded31adf4ec8382ce5e747bb981

Observation 27244d94-630e-4944-986e-736ae08d8aef · outbound

This paper cites Realism control one-step diffusion for real-world im- age super resolution.

Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework Realism control one-step diffusion for real-world im- age super resolution

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T20:51:52.735224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-12T03:06:27.688161Z digest=sha256:ed572de33059fb921e4d1a7ef7402b1d2005366c3960964b18e7e21e955514a7

Observation bee3ab63-2da7-43f3-864f-88e37fb1e815 · outbound

This paper cites AddSR: Accelerating Diffusion-based Blind Super-Resolution with Adversarial Diffusion Distillation.

Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework AddSR: Accelerating Diffusion-based Blind Super-Resolution with Adversarial Diffusion Distillation

Reference 52

Resolution
verified exact
arxiv_id, observed 2026-05-12T07:26:27.202420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-12T03:06:27.688161Z digest=sha256:2603edeeab88403c2e610f9738cae1c21e0b5731505270182339487d84656fa0

Observation f0939ae6-d325-4473-8720-47bb58ebeb0c · outbound

This paper cites Depth any- thing v2.Advances in Neural Information Processing Sys- tems, 37:21875–21911.

Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework Depth any- thing v2.Advances in Neural Information Processing Sys- tems, 37:21875–21911

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T20:51:52.805798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-12T03:06:27.688161Z digest=sha256:fd79c2a93caca3a118038ddb66cd7747fec63e1a89e204d8519be7f6a1929937

Observation 4d0e7760-84c8-48c4-84cd-2de54355358e · outbound

This paper cites Maniqa: Multi-dimension attention network for no-reference image quality assessment.

Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework Maniqa: Multi-dimension attention network for no-reference image quality assessment

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T20:51:52.795845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-12T03:06:27.688161Z digest=sha256:187b9bc8e4de298ab07a947f33f21f44cfdb753ce4b5e15a2db3aff1c6fcee10

Observation 66f7e9e0-2577-4c56-96a4-d5f0be2f9758 · outbound

This paper cites Any-to-bokeh: One-step video bokeh via multi-plane image guided diffu- sion.

Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework Any-to-bokeh: One-step video bokeh via multi-plane image guided diffu- sion

Reference 55

Resolution
verified exact
arxiv_id, observed 2026-05-12T07:26:27.156172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-12T03:06:27.688161Z digest=sha256:2d743a5ed61b29c7e80dd20589852fbb3008977078fd592459138be886d09f52

Observation 5df188a8-d9d2-4877-ab51-04ff3aa52974 · outbound

This paper cites Scaling up to excellence: Practicing model scaling for photo- realistic image restoration in the wild.

Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework Scaling up to excellence: Practicing model scaling for photo- realistic image restoration in the wild

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T20:51:52.798884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-12T03:06:27.688161Z digest=sha256:8fbf793bb99d8ea4aae68b40e8470f32467ccfbd5aee823e566cfba2498ba2b6

Observation e96fb35c-33ef-4b1c-b610-84cf826f042f · outbound

This paper cites Mask guided matting via progressive refinement network.

Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework Mask guided matting via progressive refinement network

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T20:51:52.792740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-12T03:06:27.688161Z digest=sha256:105e4fd50ede968ca42f3eeaea32e6ee141421cc38fb4df19a8acae40e82615e

Observation 6ec5ce36-291b-4742-9fe3-20726580a0cc · outbound

This paper cites Difface: Blind face restoration with diffused error contraction.IEEE Transac- tions on Pattern Analysis and Machine Intelligence.

Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework Difface: Blind face restoration with diffused error contraction.IEEE Transac- tions on Pattern Analysis and Machine Intelligence

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T20:51:52.771877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-12T03:06:27.688161Z digest=sha256:431159e0a0ad13153ca6d937d960dcc0c43915ded92a06b51fe5d13088c31339

Observation 39c3510f-778e-4e8c-beeb-b9ee074efec1 · outbound

This paper cites Degradation-Guided One-Step Image Super-Resolution with Diffusion Priors.

Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework Degradation-Guided One-Step Image Super-Resolution with Diffusion Priors

Reference 59

Resolution
verified exact
arxiv_id, observed 2026-05-12T07:26:27.143888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-12T03:06:27.688161Z digest=sha256:65901f463c42aa22afdb012b14a00786b98bf5fdc0438fa08b58e2ee71d6cfac

Observation 26e70b9c-f175-4d53-a67e-386651b13c45 · outbound

This paper cites A feature-enriched completely blind image quality evaluator.IEEE Transactions on Image Processing, 24(8):2579–2591.

Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework A feature-enriched completely blind image quality evaluator.IEEE Transactions on Image Processing, 24(8):2579–2591

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T20:51:52.690952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-12T03:06:27.688161Z digest=sha256:7492010b81edd64263082c808d54ea2b48f0ea7ed4c829e6c4f4c8eb4a4f4c92

Observation d089bd29-bd4e-46d5-94ae-4d84367a5fc0 · outbound

This paper cites Adding conditional control to text-to-image diffusion models.

Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework Adding conditional control to text-to-image diffusion models

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T20:51:52.812457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-12T03:06:27.688161Z digest=sha256:6e9ace05ce24cab6440fb8577fd5950ad9891011088337ab94522e0f212c6131

Observation 0d436c33-b727-4071-bd24-d592736eda82 · outbound

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

Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework The unreasonable effectiveness of deep features as a perceptual metric

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T20:51:52.683428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-12T03:06:27.688161Z digest=sha256:6e4a55d323a2ebd7e1e60ec085af0ace34958893334988be50d41f5250289a9d

Observation 21c67f54-1360-4c3a-b27f-4c943151d966 · outbound

This paper cites Synthetic Defocus and Look-Ahead Autofocus for Casual Videography.

Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework Synthetic Defocus and Look-Ahead Autofocus for Casual Videography

Reference 63

Resolution
verified exact
arxiv_id, observed 2026-07-04T23:38:33.678702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-12T03:06:27.688161Z digest=sha256:3c80b3c5f5ef08aad3acdca035a1a4ec37085d67289beb1ee3821140dd145166

Observation 5c0d8e18-acc1-491e-988b-f5020859cd2c · outbound

This paper cites Bokehdiff: Neural lens blur with one-step diffusion.

Towards Photorealistic and Efficient Bokeh Rendering via Diffusion Framework Bokehdiff: Neural lens blur with one-step diffusion

Reference 64

Resolution
verified exact
arxiv_id, observed 2026-05-12T07:26:27.172925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-12T03:06:27.688161Z digest=sha256:e22cf104d6affa8f1b75899ca4f6b4052fcc90a9f5cf0a6007339ead9d2a692f

Pith citing papers

No inbound Pith citation observations are available.