Pith. sign in

Paper Citation Record · LEDGER

CountDiffusion: Text-to-Image Synthesis with Training-Free Counting-Guidance Diffusion

As of 21 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 1 inbound Pith citation observation for arXiv:2505.04347.

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

pith.paper-citation-record.v1
2505.04347 v1

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:34:49.638653Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-11T19:17:19.634242Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

38 of 38 outbound references displayed

  • verified exact0
  • verified fuzzy21
  • unresolved17
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4145f01c-9bbc-4820-9dfd-360182efb716 · outbound

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

CountDiffusion: Text-to-Image Synthesis with Training-Free Counting-Guidance Diffusion SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-15T23:34:49.456894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:34:49.456894Z digest=sha256:f92612e0ddbd1bee09e59093ca24156646e109c80b6e425b9701ee0b761c7127

Observation e05bc6a4-b9ec-4f7c-b7d4-dceaf9e64b83 · outbound

This paper cites Midjourney,.

CountDiffusion: Text-to-Image Synthesis with Training-Free Counting-Guidance Diffusion Midjourney,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:34:50.199187Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-15T23:34:49.463562Z digest=sha256:df89b8e97cce0af8989a8fc0490319698c541fe698f584230bd6d53b7c8e5b09

Observation e8c2edc8-54c6-4271-be29-5b5ba9d15bfb · outbound

This paper cites Dall-e: Creating images from text,.

CountDiffusion: Text-to-Image Synthesis with Training-Free Counting-Guidance Diffusion Dall-e: Creating images from text,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:34:50.185116Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-15T23:34:49.468377Z digest=sha256:34672c1d5dceb5ad7cdf78c1668074a56c534021b8186c9ed77dfc1efe6fa180

Observation c27bf65b-3b18-4f27-b68c-4ff56a74b6d3 · outbound

This paper cites an unresolved cited work.

CountDiffusion: Text-to-Image Synthesis with Training-Free Counting-Guidance Diffusion Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:34:50.171380Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-15T23:34:49.472689Z digest=sha256:0e49ce041d7a9a54ad41e23ac33896f86e1035b8bdb95149d65d677b06b9ab85

Observation 7725f788-46c3-4ba5-9b80-88dd401393ff · outbound

This paper cites Photorealistic text-to-image diffusion models with deep language understanding,.

CountDiffusion: Text-to-Image Synthesis with Training-Free Counting-Guidance Diffusion Photorealistic text-to-image diffusion models with deep language understanding,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:34:50.158200Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-15T23:34:49.477036Z digest=sha256:0859fb3283f660cb328a5812641b1d79c035729dd417e93d16c899824cfb5140

Observation 6fd5c28a-0b34-40b4-9bc9-89d5c7340dce · outbound

This paper cites Ranni: Taming text-to-image diffusion for accurate instruction following,.

CountDiffusion: Text-to-Image Synthesis with Training-Free Counting-Guidance Diffusion Ranni: Taming text-to-image diffusion for accurate instruction following,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:34:50.143031Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-15T23:34:49.481759Z digest=sha256:97589385e14d9714b78607dbdca8cc781fa576b9af49bf66b882e5f67620065c

Observation ffc1831e-f0e3-4e35-bf10-641ee1f422ea · outbound

This paper cites Scenecomposer: Any-level semantic image synthesis,.

CountDiffusion: Text-to-Image Synthesis with Training-Free Counting-Guidance Diffusion Scenecomposer: Any-level semantic image synthesis,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:34:50.129583Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-15T23:34:49.486351Z digest=sha256:fa9b598227497137940b00c49a62ae44947ae12411405e013c0583a3529c4da1

Observation c9fb6e4a-0dd7-48ea-957b-e240f2988ad8 · outbound

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

CountDiffusion: Text-to-Image Synthesis with Training-Free Counting-Guidance Diffusion Dense text-to-image generation with attention modulation,

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-15T23:34:49.490509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:34:49.490509Z digest=sha256:0c694b02741fb13d087b90414d2345cc17058e5c38365c566cc62b396099db33

Observation e570dea4-82a6-4cd4-b7f8-379fc5064c97 · outbound

This paper cites Boxdiff: Text-to-image synthesis with training-free box-constrained diffusion,.

CountDiffusion: Text-to-Image Synthesis with Training-Free Counting-Guidance Diffusion Boxdiff: Text-to-image synthesis with training-free box-constrained diffusion,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:34:50.103877Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-15T23:34:49.495759Z digest=sha256:0ed27f7a27c947184db4f0f2bfb20056d521d3a6bdabc6c16212b7450ca1e6ec

Observation 08dabad3-ee7e-469c-9c0d-286bc80078e7 · outbound

This paper cites Layoutllm-t2i: Eliciting layout guidance from llm for text-to-image generation,.

CountDiffusion: Text-to-Image Synthesis with Training-Free Counting-Guidance Diffusion Layoutllm-t2i: Eliciting layout guidance from llm for text-to-image generation,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:34:50.090030Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-15T23:34:49.501632Z digest=sha256:3a0646aadde346ec48ca2427c3fa2f96745cc256af86b2e533f5cb70603afcf5

Observation 84e9e039-4a30-41d0-a4b8-60eb03f2ac1c · outbound

This paper cites InstanceDiffusion: Instance-level Control for Image Generation.

CountDiffusion: Text-to-Image Synthesis with Training-Free Counting-Guidance Diffusion InstanceDiffusion: Instance-level Control for Image Generation

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-15T23:34:49.506636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:34:49.506636Z digest=sha256:d87890e74dc04f425734139c995738dadde060c0f58d2124d455ce52b847e0e3

Observation 18303534-186e-4068-a9e0-47fbdb27801f · outbound

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

CountDiffusion: Text-to-Image Synthesis with Training-Free Counting-Guidance Diffusion Adding conditional control to text-to-image diffusion models,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:34:50.076127Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-15T23:34:49.510898Z digest=sha256:a62d4e5e9b20aaf4c7b3b8208d6f98e069e0b1481651c42748549abd04270902

Observation 8d6e6530-cfee-4ef3-a0fa-4a03b2d84996 · outbound

This paper cites Detector Guidance for Multi-Object Text-to-Image Generation.

CountDiffusion: Text-to-Image Synthesis with Training-Free Counting-Guidance Diffusion Detector Guidance for Multi-Object Text-to-Image Generation

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-15T23:34:49.514493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:34:49.514493Z digest=sha256:f1e3921ea628ab0c9d20641efe71297fd24fdfd3846b60f740c776ee49aad7fe

Observation 93c59ef0-0131-412c-8038-b93fbc616166 · outbound

This paper cites Adver- sarial supervision makes layout-to-image diffusion models thrive,.

CountDiffusion: Text-to-Image Synthesis with Training-Free Counting-Guidance Diffusion Adver- sarial supervision makes layout-to-image diffusion models thrive,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:34:50.063918Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-15T23:34:49.519704Z digest=sha256:d7b15486ca428a08b5753cc7b9cdea44abd85ddf1ab5fe93e40dbf8f69df7bbf

Observation 6723baa8-a5df-4781-9d06-ab62a4ad985b · outbound

This paper cites Grounded sam: Assembling open-world models for diverse visual tasks,.

CountDiffusion: Text-to-Image Synthesis with Training-Free Counting-Guidance Diffusion Grounded sam: Assembling open-world models for diverse visual tasks,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:34:50.051675Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-15T23:34:49.524371Z digest=sha256:4080c603093bd3c92f5e59a1d640a5abea1a6b7cc5c909469702b7a7067097c0

Observation 916f5dd8-df16-49e9-b172-051130abaec6 · outbound

This paper cites Denoising diffusion prob- abilistic models,.

CountDiffusion: Text-to-Image Synthesis with Training-Free Counting-Guidance Diffusion Denoising diffusion prob- abilistic models,

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-15T23:34:49.528196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:34:49.528196Z digest=sha256:92b83922cb43de929953d9e1db9bd93ab216956a8934a1b3b85809125414eaec

Observation 0ba393e3-15c2-4216-a76d-26752235c282 · outbound

This paper cites High-resolution image synthesis with latent diffu- sion models,.

CountDiffusion: Text-to-Image Synthesis with Training-Free Counting-Guidance Diffusion High-resolution image synthesis with latent diffu- sion models,

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-15T23:34:49.534871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:34:49.534871Z digest=sha256:982cc7a890326c6d48502d0949e498c81eab4ea76b3e7dfab3e52ad5c1ba0d3e

Observation 1a22c75f-156b-4746-9f7b-f05e03f0b2eb · outbound

This paper cites ILVR: Conditioning Method for Denoising Diffusion Probabilistic Models.

CountDiffusion: Text-to-Image Synthesis with Training-Free Counting-Guidance Diffusion ILVR: Conditioning Method for Denoising Diffusion Probabilistic Models

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-15T23:34:49.542272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:34:49.542272Z digest=sha256:ec100fe1159e91c68d0c78da47cf93a96e530edce2eea13b490b6840380f1a96

Observation fede20ef-04fe-45cf-a1a1-2111c017be9f · outbound

This paper cites Diffusion models beat gans on image synthesis,.

CountDiffusion: Text-to-Image Synthesis with Training-Free Counting-Guidance Diffusion Diffusion models beat gans on image synthesis,

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-15T23:34:49.547587Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:34:49.547587Z digest=sha256:e26c8f8de9af85870f8d45b103eea387ccecaa55dc999fb31a89ee559742239d

Observation 2d8022e9-ad05-4a36-8bbd-dbe244ae0228 · outbound

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

CountDiffusion: Text-to-Image Synthesis with Training-Free Counting-Guidance Diffusion SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equations

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-15T23:34:49.552444Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:34:49.552444Z digest=sha256:e8c6c23283006acf9304b366d98235ae739490f4534550f524c653c4a237ce8b

Observation 21ed3ec9-0a56-40e4-ac07-8b7315a23179 · outbound

This paper cites Deep unsupervised learning using nonequilibrium thermody- namics,.

CountDiffusion: Text-to-Image Synthesis with Training-Free Counting-Guidance Diffusion Deep unsupervised learning using nonequilibrium thermody- namics,

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-15T23:34:49.556576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:34:49.556576Z digest=sha256:01ff1534d4156056cac831c639a9427c6c32c73d26714cd77ef6b7ddcd9ceb44

Observation e7665c01-b9be-41a5-84ad-6c74b0077265 · outbound

This paper cites Modelscope text-to-video technical report,.

CountDiffusion: Text-to-Image Synthesis with Training-Free Counting-Guidance Diffusion Modelscope text-to-video technical report,

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:34:50.006383Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-15T23:34:49.561178Z digest=sha256:55f283a211da4a3dec74409db8e1e3a6fdf005cca5d5e761b3e0f18c0c927c1b

Observation 54a089f0-818a-4020-b419-12d0c6d46456 · outbound

This paper cites Magictime: Time-lapse video generation models as metamorphic simulators,.

CountDiffusion: Text-to-Image Synthesis with Training-Free Counting-Guidance Diffusion Magictime: Time-lapse video generation models as metamorphic simulators,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:34:49.993881Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-15T23:34:49.566223Z digest=sha256:2b492c1abdafc2a32ded682ae6b9ea5a442dcb816997c97dd4540051b0aed03e

Observation a68c36cf-fdce-4825-926d-e267396a2faf · outbound

This paper cites Champ: Controllable and consistent human image animation with 3d parametric guidance,.

CountDiffusion: Text-to-Image Synthesis with Training-Free Counting-Guidance Diffusion Champ: Controllable and consistent human image animation with 3d parametric guidance,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:34:49.981914Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-15T23:34:49.570538Z digest=sha256:8f386c59be695b4a9ec05d0556bad56cd3b659734c2701d07f54f3fa052b96ac

Observation 10a15bf3-4321-4554-b0a8-30db7947d738 · outbound

This paper cites Renderdiffusion: Image diffusion for 3d reconstruction, inpainting and generation,.

CountDiffusion: Text-to-Image Synthesis with Training-Free Counting-Guidance Diffusion Renderdiffusion: Image diffusion for 3d reconstruction, inpainting and generation,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:34:49.969200Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-15T23:34:49.579029Z digest=sha256:600f06e2d53f7cff4b9fcc631d69a20720c65cc5f22af0f90e742008463a717b

Observation 54971bf6-857a-4dab-9d6e-47187e1d5896 · outbound

This paper cites Magic123: One Image to High-Quality 3D Object Generation Using Both 2D and 3D Diffusion Priors.

CountDiffusion: Text-to-Image Synthesis with Training-Free Counting-Guidance Diffusion Magic123: One Image to High-Quality 3D Object Generation Using Both 2D and 3D Diffusion Priors

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-15T23:34:49.584217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:34:49.584217Z digest=sha256:9a52c3588cf1cdbcef02d9ca066112a447dd39b1b4d9a86c09f3b2a1b56332fe

Observation 59e6cd46-290b-4d87-aa74-f1fa42c239a8 · outbound

This paper cites Generative adversarial text to image synthesis,.

CountDiffusion: Text-to-Image Synthesis with Training-Free Counting-Guidance Diffusion Generative adversarial text to image synthesis,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:34:49.953963Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-15T23:34:49.589320Z digest=sha256:3c121b1e2148bcf6cddcdcb00351082b8bcc8374ddf236196227325f01358d76

Observation 6794cd72-9dc2-4422-ab7e-0ae492f07ca7 · outbound

This paper cites Learning what and where to draw,.

CountDiffusion: Text-to-Image Synthesis with Training-Free Counting-Guidance Diffusion Learning what and where to draw,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:34:49.938990Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-15T23:34:49.594418Z digest=sha256:698862ed5eb94b9abd373f77d326f764e9c7cb3dedd7f1db3bcfa8bb9a9fa264

Observation 99fcc02b-c39d-48b8-bb5a-9d7d51a4c3f3 · outbound

This paper cites More control for free! image synthesis with semantic diffusion guidance,.

CountDiffusion: Text-to-Image Synthesis with Training-Free Counting-Guidance Diffusion More control for free! image synthesis with semantic diffusion guidance,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:34:49.922934Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-15T23:34:49.598726Z digest=sha256:47b403b4351f628fc0b5b7a352047c504095b53f1266b4b7aeff1f0b0e4a6bcd

Observation f9bde8c2-961e-4a71-97e5-4785454e9a4c · outbound

This paper cites Classifier-Free Diffusion Guidance.

CountDiffusion: Text-to-Image Synthesis with Training-Free Counting-Guidance Diffusion Classifier-Free Diffusion Guidance

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-15T23:34:49.603495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:34:49.603495Z digest=sha256:2c8134d662433e4807e3130c92903b840af323eef6ee93d27f2950ab61b10540

Observation 066dd14a-411d-4662-a245-81dc84285ff7 · outbound

This paper cites Universal guidance for diffusion models,.

CountDiffusion: Text-to-Image Synthesis with Training-Free Counting-Guidance Diffusion Universal guidance for diffusion models,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:34:49.908918Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-15T23:34:49.607733Z digest=sha256:4f9f8a378826051367f23487da99970df76ea3602630441b4d295a76772befbe

Observation 002b2295-fb98-4f8d-9bad-3ab304d1a9c2 · outbound

This paper cites Inversion-based style transfer with diffusion models,.

CountDiffusion: Text-to-Image Synthesis with Training-Free Counting-Guidance Diffusion Inversion-based style transfer with diffusion models,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:34:49.894032Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-15T23:34:49.611759Z digest=sha256:3152f76c8dc909b72b4c282905c4a5e4d0cd3eb1e77bc2da5cecfdbf10ef191a

Observation a257889d-918d-4509-9b11-e4da488fc5bb · outbound

This paper cites Prompt-to-Prompt Image Editing with Cross Attention Control.

CountDiffusion: Text-to-Image Synthesis with Training-Free Counting-Guidance Diffusion Prompt-to-Prompt Image Editing with Cross Attention Control

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-15T23:34:49.615908Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:34:49.615908Z digest=sha256:01d929db80bdba6533c6385bb3d83864a63776e634565578e207e749c3a2eac6

Observation 9a849933-5def-4fc9-af78-cbfbc2848ac4 · outbound

This paper cites Make It Count: Text-to-Image Generation with an Accurate Number of Objects.

CountDiffusion: Text-to-Image Synthesis with Training-Free Counting-Guidance Diffusion Make It Count: Text-to-Image Generation with an Accurate Number of Objects

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-15T23:34:49.620099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:34:49.620099Z digest=sha256:6ad3a9f25f1ff6139228d0fb3a99b65dcf2d2362cd9c1dd80940512be66c9eb2

Observation 9fc1efae-4205-463d-ba9c-26e96039385c · outbound

This paper cites PixArt-\Sigma: Weak-to-Strong Training of Diffusion Transformer for 4K Text-to-Image Generation.

CountDiffusion: Text-to-Image Synthesis with Training-Free Counting-Guidance Diffusion PixArt-\Sigma: Weak-to-Strong Training of Diffusion Transformer for 4K Text-to-Image Generation

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-15T23:34:49.624612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:34:49.624612Z digest=sha256:fa41f8e2a817340f261430b88bc17462c89d2d4d0edabc9af2b0fce8f5235a26

Observation 5174fd18-1543-4b42-bb95-181394f0a034 · outbound

This paper cites Attention is all you need,.

CountDiffusion: Text-to-Image Synthesis with Training-Free Counting-Guidance Diffusion Attention is all you need,

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-15T23:34:49.629619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:34:49.629619Z digest=sha256:cb343d07a7ad9b96816543cad69a24a3755a9666b5f30bbeffe31a0ae0af0e2e

Observation 356c2531-29c8-42ee-82c3-ce24238e2de4 · outbound

This paper cites clip-vit-large-patch14,.

CountDiffusion: Text-to-Image Synthesis with Training-Free Counting-Guidance Diffusion clip-vit-large-patch14,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:34:49.872079Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-15T23:34:49.633873Z digest=sha256:2e6f27da433e0ae2ac3f82fe46dfbd9eced2c0f497637e00a0667571f720d635

Observation 7e9d78b6-d045-4fbf-bd9c-2d5aae6f7a65 · outbound

This paper cites Imagereward: Learning and evaluating human preferences for text-to-image generation,.

CountDiffusion: Text-to-Image Synthesis with Training-Free Counting-Guidance Diffusion Imagereward: Learning and evaluating human preferences for text-to-image generation,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:34:49.854133Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-08-15T23:34:49.638653Z digest=sha256:ec15c7e2bab154122c2bf80d9c21a0627b4dd6657b19f89fa69d3ceb96a181d6

Pith citing papers

Observation 4a0bf9cf-6974-4ea1-97d6-cf4406cf7544 · inbound

Transferability Between Understanding and Generation in Unified Multimodal Models cites this paper.

Transferability Between Understanding and Generation in Unified Multimodal Models CountDiffusion: Text-to-Image Synthesis with Training-Free Counting-Guidance Diffusion

Reference 51

Resolution
unresolved
no resolver link, observed 2026-07-11T19:17:19.634242Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T19:17:19.634242Z digest=sha256:494902d63c17b2c5266d3c85ee44ec7dd1b30af845caffe9b426060415d16b68