Pith. sign in

Paper Citation Record · LEDGER

DLSF: Dual-Layer Synergistic Fusion for High-Fidelity Image Syn-thesis

As of 15 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 0 inbound Pith citation observations for arXiv:2507.13388.

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

pith.paper-citation-record.v1
2507.13388 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:04:09.559534Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+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

32 of 32 outbound references displayed

  • verified exact0
  • verified fuzzy23
  • unresolved9
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d4a2e972-ab2c-45f6-b39e-46b2b9b505ba · outbound

This paper cites Attention Is All You Need,.

DLSF: Dual-Layer Synergistic Fusion for High-Fidelity Image Syn-thesis Attention Is All You Need,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:04:13.858469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T17:04:06.325726Z digest=sha256:a48078bd7ef5e3d005143603c50416bda361bae511299f88a1f3c60b8cbc1f92

Observation d38964aa-e06f-42a0-a2a4-0a612aa45df7 · outbound

This paper cites Text-to-image Diffusion Models in Generative AI: A Survey.

DLSF: Dual-Layer Synergistic Fusion for High-Fidelity Image Syn-thesis Text-to-image Diffusion Models in Generative AI: A Survey

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-06T17:04:06.442329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:04:06.442329Z digest=sha256:cfeda686a40f7a8b745ee356577ab1ae489caaaff63763ca40ca05b7885e31e7

Observation b4520780-6598-49f8-8081-537f7228aad2 · outbound

This paper cites Generative Adversarial Nets,.

DLSF: Dual-Layer Synergistic Fusion for High-Fidelity Image Syn-thesis Generative Adversarial Nets,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:04:13.772332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T17:04:06.554228Z digest=sha256:db533c0672aa5d0f86bcb1f8106bfb6ca269292c26bfc90e5147224fbfec8b53

Observation 1bb4c190-a8b4-4f32-9f76-914227df2d59 · outbound

This paper cites Denoising Diffusion Prob- abilistic Models,.

DLSF: Dual-Layer Synergistic Fusion for High-Fidelity Image Syn-thesis Denoising Diffusion Prob- abilistic Models,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:04:13.612522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T17:04:06.665130Z digest=sha256:6ce70b6a5151d6a1d2611793869a8561538ecfb72b497a6618ae893fcb0586e5

Observation 1e65aff2-086a-47d2-97ab-4e4c523199d9 · outbound

This paper cites High-Resolution Image Synthesis with Latent Diffusion Models,.

DLSF: Dual-Layer Synergistic Fusion for High-Fidelity Image Syn-thesis High-Resolution Image Synthesis with Latent Diffusion Models,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:04:13.441321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T17:04:06.745101Z digest=sha256:186c320ac58b4b35e1c1656e78a1e7e93cfeed9bbd765aed80ad3fa19d8868d2

Observation 65f9706b-ec82-4443-963c-0b8480aa1004 · outbound

This paper cites SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis.

DLSF: Dual-Layer Synergistic Fusion for High-Fidelity Image Syn-thesis SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-06T17:04:06.821869Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:04:06.821869Z digest=sha256:ebad014732bcf03c7815660a9aecb0e2dd89c46f61fb8bcede8d28d0a04b660c

Observation 43c1e973-e816-4270-a6dc-308d1562edd9 · outbound

This paper cites Feature Pyramid Networks for Object Detection,.

DLSF: Dual-Layer Synergistic Fusion for High-Fidelity Image Syn-thesis Feature Pyramid Networks for Object Detection,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:04:13.322528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T17:04:06.936345Z digest=sha256:c1d4b59097daa17dbc184b0c97e24ced5d7973a215a47cf42424b67e43470078

Observation 61dbabcf-ed43-4ecb-accd-f5bb04478f36 · outbound

This paper cites CBAM: Convolutional Block Attention Module,.

DLSF: Dual-Layer Synergistic Fusion for High-Fidelity Image Syn-thesis CBAM: Convolutional Block Attention Module,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:04:13.152188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T17:04:07.024884Z digest=sha256:68a2c17adc3801853b60e0033fd1236ad3d39f42c65f4674b7435083c6b929af

Observation a5cc2447-a150-4724-a7d0-44b5e63b474e · outbound

This paper cites Deep Unsupervised Learning Using Nonequi- librium Th ermodynamics,.

DLSF: Dual-Layer Synergistic Fusion for High-Fidelity Image Syn-thesis Deep Unsupervised Learning Using Nonequi- librium Th ermodynamics,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:04:12.982503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T17:04:07.111533Z digest=sha256:88e6c2bcf4182d953747435ce8081e6c92724ce2ff2e7b897088e624882b0ff4

Observation 041bd5dc-079b-4aee-9d54-a14033e976d6 · outbound

This paper cites Auto-Encoding Variational Bayes.

DLSF: Dual-Layer Synergistic Fusion for High-Fidelity Image Syn-thesis Auto-Encoding Variational Bayes

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-06T17:04:07.213092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:04:07.213092Z digest=sha256:0378ddc308772dca1fdc898d4abd3c5f97d79b8bed4cdd9d07019aae1517a075

Observation 41a7e334-6d6a-4d05-b1b7-07e32be86713 · outbound

This paper cites GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models.

DLSF: Dual-Layer Synergistic Fusion for High-Fidelity Image Syn-thesis GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-06T17:04:07.315947Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:04:07.315947Z digest=sha256:98a8b2fba3b6093b3946a51629a434aea5721534eaacccbd2047f1c2a46ab240

Observation 06178bd6-8eb8-4562-ae2d-525fb3744960 · outbound

This paper cites U-Net: Convo- lutional Networks for Biomedical Image Segmentation,.

DLSF: Dual-Layer Synergistic Fusion for High-Fidelity Image Syn-thesis U-Net: Convo- lutional Networks for Biomedical Image Segmentation,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:04:12.771926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T17:04:07.410499Z digest=sha256:06d21e54ec7375c9e9f083f1e6479bf78528ed1760cb4e4ff556c096ce3cb215

Observation 2367fa0d-9396-4262-9743-d39151a87f02 · outbound

This paper cites Classifier-Free Diffusion Guidance.

DLSF: Dual-Layer Synergistic Fusion for High-Fidelity Image Syn-thesis Classifier-Free Diffusion Guidance

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-06T17:04:07.522524Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:04:07.522524Z digest=sha256:e565e96d83fec3d4e3f93b6571b0624dd909330688928886dd20453e2873b92d

Observation 6b3d9cde-3978-43b4-9c06-c59576a178ce · outbound

This paper cites LAION-400M: Open Dataset of CLIP-Filtered 400 Million Image-Text Pairs.

DLSF: Dual-Layer Synergistic Fusion for High-Fidelity Image Syn-thesis LAION-400M: Open Dataset of CLIP-Filtered 400 Million Image-Text Pairs

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-06T17:04:07.604760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:04:07.604760Z digest=sha256:a8466904d62acace9ccd751e59fd7ccc516350a956c3f42471b926929edaef7d

Observation 54bff2c2-ffb6-47b3-a288-e96f37567dd8 · outbound

This paper cites Photorealistic Text-to-Image Diffusion Mod- els with Deep Language Understanding,.

DLSF: Dual-Layer Synergistic Fusion for High-Fidelity Image Syn-thesis Photorealistic Text-to-Image Diffusion Mod- els with Deep Language Understanding,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:04:12.612847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T17:04:07.682624Z digest=sha256:794d5580474a8bdb2750ffb72305ba9c7c9a946dba8f70129007328446ab4e49

Observation 75721eea-0852-4cb0-8711-40172ae0dad0 · outbound

This paper cites SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equations.

DLSF: Dual-Layer Synergistic Fusion for High-Fidelity Image Syn-thesis SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equations

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-06T17:04:07.846641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:04:07.846641Z digest=sha256:d8438ae338faa4e8dae02c6e38949f6c5fc337842de63b4a2efbe0a35931a0a4

Observation 507a572a-1546-4dab-a815-816863031dc3 · outbound

This paper cites Taming Trans- formers for High -Resolution Image Synthesis,.

DLSF: Dual-Layer Synergistic Fusion for High-Fidelity Image Syn-thesis Taming Trans- formers for High -Resolution Image Synthesis,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:04:12.461615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T17:04:07.977759Z digest=sha256:b923b7e0c7e9d783f536e3c5443d309748cb953a7c63d250a1660e01d318213f

Observation 5080f5a5-1cd9-465a-abaa-b200e8b44477 · outbound

This paper cites ImageNet: A Large -Scale Hierarchical Image Data- base,.

DLSF: Dual-Layer Synergistic Fusion for High-Fidelity Image Syn-thesis ImageNet: A Large -Scale Hierarchical Image Data- base,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:04:12.284830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T17:04:08.153160Z digest=sha256:bd25cd41f69a29ca0625a93cb5c37d8a100bf9e48bf305757b90f7e1618029c0

Observation 06eaa741-f665-4bcc-b0ab-4c38158c2b7d · outbound

This paper cites Denoising Diffusion Implicit Models.

DLSF: Dual-Layer Synergistic Fusion for High-Fidelity Image Syn-thesis Denoising Diffusion Implicit Models

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-06T17:04:08.335841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:04:08.335841Z digest=sha256:f9ba9582291e07bcb45e36393660680fec2037efdeedb245c4164ea036b313b2

Observation cc706771-b024-4af3-8d6e-4cae3e101032 · outbound

This paper cites GANs Trained by a Two Time -Scale Up- date Rule Converge to a Local Nash Equilibrium,.

DLSF: Dual-Layer Synergistic Fusion for High-Fidelity Image Syn-thesis GANs Trained by a Two Time -Scale Up- date Rule Converge to a Local Nash Equilibrium,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:04:12.103278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T17:04:08.423085Z digest=sha256:4ed40f9cf92a46782fef1303d437d8d1908ce7d60b2a5a010bc1a5422440a255

Observation a11c8c13-2193-4854-be7d-52b705711de7 · outbound

This paper cites PyTorch: An Imperative Style, High - Performance Deep Learning Library,.

DLSF: Dual-Layer Synergistic Fusion for High-Fidelity Image Syn-thesis PyTorch: An Imperative Style, High - Performance Deep Learning Library,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:04:11.830325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T17:04:08.517314Z digest=sha256:f24cbb876523fc961e1f4699c5509c94943d2d40fa33c29141d99bbbd8b5f1c7

Observation 1590b00d-d56c-49eb-8bdc-483c2260773b · outbound

This paper cites Improved Techniques for Training GANs,.

DLSF: Dual-Layer Synergistic Fusion for High-Fidelity Image Syn-thesis Improved Techniques for Training GANs,

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:04:11.530211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T17:04:08.606363Z digest=sha256:3c9eee57713cec0c883a824885b8697c71e9f63f97bc2b53b4c6632380a179e2

Observation 9fb8cfaa-73ab-4f26-a19e-394ae50f279b · outbound

This paper cites Diffusion Model for Image Generation—A Survey,.

DLSF: Dual-Layer Synergistic Fusion for High-Fidelity Image Syn-thesis Diffusion Model for Image Generation—A Survey,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:04:11.235406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T17:04:08.682504Z digest=sha256:eeecffa6288c652d90fc92f337ff794a65cc610fec19d0d984e4c07f33d8c280

Observation 4f50d4bf-1d39-4b9d-927b-bdb9216c5e40 · outbound

This paper cites Cascaded Diffusion Models for High Fidel- ity Image Generation,.

DLSF: Dual-Layer Synergistic Fusion for High-Fidelity Image Syn-thesis Cascaded Diffusion Models for High Fidel- ity Image Generation,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:04:11.033946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T17:04:08.779389Z digest=sha256:dfa8884772adaf0de0e09fca5657c3588e4acb2e7aa3cea005e044a3480323ba

Observation 0b684e14-d145-4c4a-8a6d-08446d8db81d · outbound

This paper cites A Hybrid Attention Multi - Scale Fusion Network for Real -Time Semantic Segmenta- tion,.

DLSF: Dual-Layer Synergistic Fusion for High-Fidelity Image Syn-thesis A Hybrid Attention Multi - Scale Fusion Network for Real -Time Semantic Segmenta- tion,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:04:10.829222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T17:04:08.837593Z digest=sha256:d045585ae05c74f9abccbe896ba8ba268baa156e582b8ae579de2a1d9d2f2aa8

Observation edfd502f-7b9a-4424-9e7b-5f6d453b0c79 · outbound

This paper cites Attention-Guided Multi-Scale Feature Fusion Network for Low-Light Image Enhancement,.

DLSF: Dual-Layer Synergistic Fusion for High-Fidelity Image Syn-thesis Attention-Guided Multi-Scale Feature Fusion Network for Low-Light Image Enhancement,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:04:10.621359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T17:04:08.908520Z digest=sha256:1884363af0a28939e178bce2c659b6e520c13ac3fbb654df04bfa3f7f33e9bf3

Observation b7eab983-5210-4d3e-a72e-f0cb3b60ce8a · outbound

This paper cites Diffusion Model-Based Image Editing: A Survey.

DLSF: Dual-Layer Synergistic Fusion for High-Fidelity Image Syn-thesis Diffusion Model-Based Image Editing: A Survey

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-06T17:04:08.975141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:04:08.975141Z digest=sha256:46e925d8475c3cff952b449f0103fba30436c910d099ee4abfdc8d1609524391

Observation fc6e833a-9864-4497-82cb-7f67e262f482 · outbound

This paper cites Diffusion Models: A Comprehensive Survey of Methods and Applications,.

DLSF: Dual-Layer Synergistic Fusion for High-Fidelity Image Syn-thesis Diffusion Models: A Comprehensive Survey of Methods and Applications,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:04:10.480521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T17:04:09.051264Z digest=sha256:8d3b6badab5f84bd48c4308aab0f5a7dbf801cc94039cbdf6910fff1fb5bbbe6

Observation a6643712-134c-4a49-b8ec-c55545006963 · outbound

This paper cites Diffusion Models for Medi- cal Image Computing: A Survey,.

DLSF: Dual-Layer Synergistic Fusion for High-Fidelity Image Syn-thesis Diffusion Models for Medi- cal Image Computing: A Survey,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:04:10.307103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T17:04:09.136559Z digest=sha256:50d7980bbc0090ee173eb2785d8dd5d668de86ffd1989f9ca86416f589ef4ca7

Observation f14961d3-3463-4a11-b558-47856c3738f3 · outbound

This paper cites Texture Synthesis Using Convolutional Neural Networks,.

DLSF: Dual-Layer Synergistic Fusion for High-Fidelity Image Syn-thesis Texture Synthesis Using Convolutional Neural Networks,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:04:10.137623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T17:04:09.227645Z digest=sha256:6a11da5485f63f3f4cd2387f4efce5b4b1a4d4b2400c5ff2542050b22bd7d287

Observation f790a27b-71a3-4a62-9401-6c40ff07468a · outbound

This paper cites Perceptual Losses for Real -Time Style Transfer and Super -Resolution,.

DLSF: Dual-Layer Synergistic Fusion for High-Fidelity Image Syn-thesis Perceptual Losses for Real -Time Style Transfer and Super -Resolution,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:04:09.959529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T17:04:09.394136Z digest=sha256:3df35860c3b729c9d9b013283921be5dcdec37dcb59a320fdd1b1b3f14593cac

Observation 035428d1-7ca7-46ff-94dd-2edb834b38d3 · outbound

This paper cites Attentional Feature Fusion,.

DLSF: Dual-Layer Synergistic Fusion for High-Fidelity Image Syn-thesis Attentional Feature Fusion,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T17:04:09.771927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T17:04:09.559534Z digest=sha256:585f57c7ac5dd21c20e9266fe5e2c80375c07498dd30ebdad68956ae82b1a6ac

Pith citing papers

No inbound Pith citation observations are available.