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Paper Citation Record · LEDGER

On the Collapse Errors Induced by the Deterministic Sampler for Diffusion Models

As of 17 August 2026, this Paper Citation Record lists 57 of 57 outbound references and 1 inbound Pith citation observation for arXiv:2508.16154.

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

pith.paper-citation-record.v1
2508.16154 v1

Coverage vector

measured 57 of 57 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T17:32:06.755352Z

measured 58 of 58 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T23:23:38.773535Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

57 of 57 outbound references displayed

  • verified exact1
  • verified fuzzy46
  • unresolved10
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2add22b2-69a5-4f78-8596-37e270e697bb · outbound

This paper cites Investigating data memorization in 3d latent diffusion models for medical image synthesis.

On the Collapse Errors Induced by the Deterministic Sampler for Diffusion Models Investigating data memorization in 3d latent diffusion models for medical image synthesis

Reference 11

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 052d790a-a84b-4cdd-9c92-c038bd2002cc · outbound

This paper cites Diffusion models beat gans on image synthesis.

On the Collapse Errors Induced by the Deterministic Sampler for Diffusion Models Diffusion models beat gans on image synthesis

Reference 12

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 65639c3b-754c-4969-99a6-562f368b6c91 · outbound

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

On the Collapse Errors Induced by the Deterministic Sampler for Diffusion Models Scaling rectified flow transformers for high-resolution image synthesis

Reference 13

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 21aefeaa-19a6-4e82-a66f-8bd17031021c · outbound

This paper cites Sur la distance de deux lois de probabilit´ e.

On the Collapse Errors Induced by the Deterministic Sampler for Diffusion Models Sur la distance de deux lois de probabilit´ e

Reference 14

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:32:06.159659Z digest=sha256:dd412fce8a27fcb83f3b3468952f42bad85b44a70c652e9d094cff2628f26224

Observation 54bf349b-dc70-4eaf-b199-8c7f604e7400 · outbound

This paper cites Generative adversarial nets.

On the Collapse Errors Induced by the Deterministic Sampler for Diffusion Models Generative adversarial nets

Reference 15

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no resolver link, observed 2026-08-05T17:32:06.326511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:32:06.326511Z digest=sha256:99fe2d1ff1c3bc5e7a446eb08cb204c32df9f066ac8093cff4087acd29528fc3

Observation 0f2c6f7e-8c2e-4811-be62-83f1b607d14f · outbound

This paper cites On Memorization in Diffusion Models.

On the Collapse Errors Induced by the Deterministic Sampler for Diffusion Models On Memorization in Diffusion Models

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-05T17:32:06.494024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:32:06.494024Z digest=sha256:65ad3ab5c689c6e6be836a817c76b22277bbf5f7ff255915450e207e3afe5bba

Observation 4e26e0e4-82cd-444f-91d6-d7aa6ecba28a · outbound

This paper cites Improved training of wasserstein gans.

On the Collapse Errors Induced by the Deterministic Sampler for Diffusion Models Improved training of wasserstein gans

Reference 17

Resolution
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raw_fallback, observed 2026-08-05T17:32:07.285819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:32:06.600305Z digest=sha256:32fc45f38822848d64006b75836e1ed0a0eba78ca64c3fbb934fba30a7996516

Observation 0a548c32-2f17-4553-9c68-2e3be4c9f621 · outbound

This paper cites On the feature learning in diffusion models.

On the Collapse Errors Induced by the Deterministic Sampler for Diffusion Models On the feature learning in diffusion models

Reference 18

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation c6d20f4e-4fb0-4a54-99d5-6f41c815c691 · outbound

This paper cites Can diffusion models learn hidden inter-feature rules behind images? In Forty-second International Conference on Machine Learning, 2025.

On the Collapse Errors Induced by the Deterministic Sampler for Diffusion Models Can diffusion models learn hidden inter-feature rules behind images? In Forty-second International Conference on Machine Learning, 2025

Reference 19

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 92d39557-7f95-4662-a9b9-4600ac7891ff · outbound

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

On the Collapse Errors Induced by the Deterministic Sampler for Diffusion Models Gans trained by a two time-scale update rule converge to a local nash equilibrium

Reference 20

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:32:06.609526Z digest=sha256:27f036080f28b86a15d9d30c5d7245c81bbe341c096fff08b412fcd5eace6290

Observation e7c03149-2773-4a66-b490-f65fd7c8d9ec · outbound

This paper cites A simple general approach to inference about the tail of a distribution.

On the Collapse Errors Induced by the Deterministic Sampler for Diffusion Models A simple general approach to inference about the tail of a distribution

Reference 21

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:32:06.612342Z digest=sha256:4603f8bd3ff5a5f679fb33394a66a595b84a63eb1adc029c9d941f89f27af8e0

Observation 23de95e3-1f66-4644-8713-ed56f9a1d215 · outbound

This paper cites Denoising diffusion probabilistic models.

On the Collapse Errors Induced by the Deterministic Sampler for Diffusion Models Denoising diffusion probabilistic models

Reference 22

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:32:06.615063Z digest=sha256:5ab99cdf2a6315f82efda8abdff0b7f96a1886339c1c1864eab58b0efb387590

Observation 75ff5772-48d0-4628-af3d-f82d66e40434 · outbound

This paper cites Video diffusion models.

On the Collapse Errors Induced by the Deterministic Sampler for Diffusion Models Video diffusion models

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:32:07.229490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:32:06.618303Z digest=sha256:431d136ad31b610ba31dc83690a483caed9fb5fdcf4d382a3dad4a06b0aa29ef

Observation c182a702-977e-4dd8-9edc-97edd3e0d084 · outbound

This paper cites Reverse transition kernel: A flexible framework to accelerate diffusion inference.

On the Collapse Errors Induced by the Deterministic Sampler for Diffusion Models Reverse transition kernel: A flexible framework to accelerate diffusion inference

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:32:07.218744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:32:06.621615Z digest=sha256:369acc174969ab9cf1d472ad659bbe3203cb8c774a732814a84cc8920f6585b2

Observation c206c3f6-057f-47f9-956a-5eeedfc61d1e · outbound

This paper cites Generalization in diffusion models arises from geometry-adaptive harmonic representations.

On the Collapse Errors Induced by the Deterministic Sampler for Diffusion Models Generalization in diffusion models arises from geometry-adaptive harmonic representations

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:32:07.209171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 536ccbb3-aade-4c38-9c8e-0c4df3b888b1 · outbound

This paper cites Progressive growing of GANs for improved quality, stability, and variation.

On the Collapse Errors Induced by the Deterministic Sampler for Diffusion Models Progressive growing of GANs for improved quality, stability, and variation

Reference 26

Resolution
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raw_fallback, observed 2026-08-05T17:32:07.198949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:32:06.627411Z digest=sha256:505a82975694b7abd417e8b73fdcc1e5e0a0633d664dc2759db45a3f52ab7231

Observation a054b084-a4ea-4dfb-b607-5bda2ac18bc3 · outbound

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

On the Collapse Errors Induced by the Deterministic Sampler for Diffusion Models Elucidating the design space of diffusion-based generative models

Reference 27

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raw_fallback, observed 2026-08-05T17:32:07.189235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:32:06.630557Z digest=sha256:aac792a56b8e434121292d0cf47c584a1361ff39fbbca7464afcb698f359d211

Observation 0c4a47a3-5e20-4638-bb21-290b47ef7f66 · outbound

This paper cites Tackling structural hallucination in image translation with local diffusion.

On the Collapse Errors Induced by the Deterministic Sampler for Diffusion Models Tackling structural hallucination in image translation with local diffusion

Reference 28

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raw_fallback, observed 2026-08-05T17:32:07.180334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation bebde3c5-c8f6-442d-a6f5-1a67387e1a1a · outbound

This paper cites Kingma and Jimmy Ba.

On the Collapse Errors Induced by the Deterministic Sampler for Diffusion Models Kingma and Jimmy Ba

Reference 29

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raw_fallback, observed 2026-08-05T17:32:07.170939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation d20c80eb-3bce-4292-91f5-baf44590ee9b · outbound

This paper cites Learning multiple layers of features from tiny images.

On the Collapse Errors Induced by the Deterministic Sampler for Diffusion Models Learning multiple layers of features from tiny images

Reference 30

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no resolver link, observed 2026-08-05T17:32:06.640086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 6a105001-fb3a-42ae-97cd-8a970bec530d · outbound

This paper cites an unresolved cited work.

On the Collapse Errors Induced by the Deterministic Sampler for Diffusion Models Unresolved cited work

Reference 31

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raw_fallback, observed 2026-08-05T17:32:07.153212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation b1e874b4-0031-40cc-a5fd-93947ec131dd · outbound

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

On the Collapse Errors Induced by the Deterministic Sampler for Diffusion Models Srdiff: Single image super-resolution with diffusion probabilistic models

Reference 32

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raw_fallback, observed 2026-08-05T17:32:07.143312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 3a6d4b8f-ffc1-425c-a148-f9db8a6397e1 · outbound

This paper cites On the generalization properties of diffusion models.

On the Collapse Errors Induced by the Deterministic Sampler for Diffusion Models On the generalization properties of diffusion models

Reference 33

Resolution
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raw_fallback, observed 2026-08-05T17:32:07.133585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:32:06.648191Z digest=sha256:553a48376fb520535c0ced55f31f1b8a8e0c97668ba9a6568560abe99dfe9035

Observation b3e56eab-3f27-4319-8558-b275ea9a672a · outbound

This paper cites Understanding generalizability of diffusion models requires rethinking the hidden gaussian structure.

On the Collapse Errors Induced by the Deterministic Sampler for Diffusion Models Understanding generalizability of diffusion models requires rethinking the hidden gaussian structure

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:32:07.124056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:32:06.651525Z digest=sha256:326de64bbfd585af77e2276d88433ef531656dea8ab640df517181638ff37772

Observation 734125e1-a3d9-4029-918f-1e6b5d628606 · outbound

This paper cites Evaluating Image Hallucination in Text-to-Image Generation with Question-Answering.

On the Collapse Errors Induced by the Deterministic Sampler for Diffusion Models Evaluating Image Hallucination in Text-to-Image Generation with Question-Answering

Reference 35

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local_arxiv, observed 2026-08-05T17:32:06.837354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 7bfd6bf8-2a6b-47bb-9ff2-faf3c4c7e316 · outbound

This paper cites Pacgan: The power of two samples in generative adversarial networks.

On the Collapse Errors Induced by the Deterministic Sampler for Diffusion Models Pacgan: The power of two samples in generative adversarial networks

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:32:07.115087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:32:06.657242Z digest=sha256:fc890a477d36afc6d4530d094de64f64b33f8d8fe89aab2ed1e721729a0d0e4b

Observation 2303541c-d1ff-4497-9279-8f4ab11c9b3e · outbound

This paper cites an unresolved cited work.

On the Collapse Errors Induced by the Deterministic Sampler for Diffusion Models Unresolved cited work

Reference 37

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unresolved
raw_fallback, observed 2026-08-05T17:32:07.106990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 53e4b1b5-7adf-4f98-a3be-14f178fcf800 · outbound

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

On the Collapse Errors Induced by the Deterministic Sampler for Diffusion Models Flow straight and fast: Learning to generate and transfer data with rectified flow

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:32:07.098710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 5ae9e400-5ee4-4e1a-8273-0c1746257804 · outbound

This paper cites Deep learning face attributes in the wild.

On the Collapse Errors Induced by the Deterministic Sampler for Diffusion Models Deep learning face attributes in the wild

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:32:07.089068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 9a426eba-018d-4c75-8e9d-b8bcc57f603a · outbound

This paper cites Dpm-solver: A fast ode solver for diffusion probabilistic model sampling in around 10 steps.

On the Collapse Errors Induced by the Deterministic Sampler for Diffusion Models Dpm-solver: A fast ode solver for diffusion probabilistic model sampling in around 10 steps

Reference 40

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verified fuzzy
raw_fallback, observed 2026-08-05T17:32:07.079696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:32:06.669400Z digest=sha256:c4cdd34341226834a51548fab3254662849d9a7fc976e67dc7f67a9a5ea047ed

Observation 2b54a05a-c124-42ee-98ae-1900143379fd · outbound

This paper cites DPM-Solver++: Fast Solver for Guided Sampling of Diffusion Probabilistic Models.

On the Collapse Errors Induced by the Deterministic Sampler for Diffusion Models DPM-Solver++: Fast Solver for Guided Sampling of Diffusion Probabilistic Models

Reference 41

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no resolver link, observed 2026-08-05T17:32:06.672431Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:32:06.672431Z digest=sha256:8d656eaac33fffa05515a9085b191d16c4c9bef95d0230e8a79a4a8b3a1c461c

Observation e51f43a4-ccc9-45a7-8986-f7c608e786ef · outbound

This paper cites Interacting particle solutions of fokker–planck equations through gradient–log–density estimation.

On the Collapse Errors Induced by the Deterministic Sampler for Diffusion Models Interacting particle solutions of fokker–planck equations through gradient–log–density estimation

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:32:07.070917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:32:06.675434Z digest=sha256:0f26bca46870195be0e570fe8a289720369e245779b7af28b5509dcd9bcf02e1

Observation 3d77476d-dfe1-49ed-8611-f6237d78f7fd · outbound

This paper cites Unrolled Generative Adversarial Networks.

On the Collapse Errors Induced by the Deterministic Sampler for Diffusion Models Unrolled Generative Adversarial Networks

Reference 43

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no resolver link, observed 2026-08-05T17:32:06.679310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:32:06.679310Z digest=sha256:0c7503278baf879dc1e5667d0af383dd54bd7910cce5fa69474452bda44c48c5

Observation 38c4998c-c960-4227-bfc2-babaeee0c5cb · outbound

This paper cites Deep double descent: Where bigger models and more data hurt.

On the Collapse Errors Induced by the Deterministic Sampler for Diffusion Models Deep double descent: Where bigger models and more data hurt

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:32:07.062229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:32:06.682787Z digest=sha256:4d1c6c7cde47619dad74234007039346e3636c362c818c3fd8f10b053b2b55f9

Observation a0eab0c6-9490-47e5-8ef7-1281e669b47c · outbound

This paper cites Deep double descent: Where bigger models and more data hurt.

On the Collapse Errors Induced by the Deterministic Sampler for Diffusion Models Deep double descent: Where bigger models and more data hurt

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:32:07.053898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:32:06.685630Z digest=sha256:23212a0e944e0d4832d462d158bd4db3c37bda5bcf6811bc72fb2eb415ee6934

Observation 2cbde39a-f571-4044-bd05-b965de455222 · outbound

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

On the Collapse Errors Induced by the Deterministic Sampler for Diffusion Models GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-05T17:32:06.688780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:32:06.688780Z digest=sha256:e162a2b41cb8b634b8f03428be5dd3edbc1881113201aa908fc495bb474a9fb9

Observation 825f846a-947b-4a64-ae73-fa4b6721c2f2 · outbound

This paper cites Improved denoising diffusion probabilistic models.

On the Collapse Errors Induced by the Deterministic Sampler for Diffusion Models Improved denoising diffusion probabilistic models

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:32:07.042940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:32:06.691773Z digest=sha256:136908658083ceba465cea85f9457f188eadfe6e369dd9ed1d4b05a715db2483

Observation ec345bb3-5138-4e4f-9d3f-c230b02ffd0f · outbound

This paper cites Hierarchical Text-Conditional Image Generation with CLIP Latents.

On the Collapse Errors Induced by the Deterministic Sampler for Diffusion Models Hierarchical Text-Conditional Image Generation with CLIP Latents

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-05T17:32:06.694288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:32:06.694288Z digest=sha256:cf5bfaa6fda720be71c6955409db7acfafcc00a97911fe66604e892503d20f78

Observation 74278a48-5c82-410c-ab5d-a994a4a9afbc · outbound

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

On the Collapse Errors Induced by the Deterministic Sampler for Diffusion Models High-resolution image synthesis with latent diffusion models

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:32:07.032513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:32:06.698519Z digest=sha256:4396be54831b5cb59b3eb8c4adac9efcf4e76b283262d29272b575facce62a19

Observation 15a0d942-2411-483a-849a-a997abd4f81a · outbound

This paper cites U-net: Convolutional networks for biomedical image segmentation.

On the Collapse Errors Induced by the Deterministic Sampler for Diffusion Models U-net: Convolutional networks for biomedical image segmentation

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:32:07.022893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:32:06.701026Z digest=sha256:0c3791b1700d7b200a006121ef3849f3f8c285ca8a262b64f6427f35c441e46a

Observation bd9a3560-5839-4806-9733-25c19438c3aa · outbound

This paper cites Principles of Mathematical Analysis , volume 3 of International Series in Pure and Applied Mathematics.

On the Collapse Errors Induced by the Deterministic Sampler for Diffusion Models Principles of Mathematical Analysis , volume 3 of International Series in Pure and Applied Mathematics

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:32:07.013739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:32:06.703591Z digest=sha256:01fd14a72f98c03764c0bf0a0777641647ac2c3b62b7d4b96dfaea935defb070

Observation 866e9ca8-1904-4c0f-9761-f7436f1953ab · outbound

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

On the Collapse Errors Induced by the Deterministic Sampler for Diffusion Models Photorealistic text-to-image diffusion models with deep language understanding

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:32:07.004277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:32:06.707330Z digest=sha256:1da3feebcc845484f2cfb02a16bf1516a1c92b27afe91ff8a1ee41e914a45c18

Observation 99cd857a-19c4-4de0-a55b-b56eecf9e282 · outbound

This paper cites Image super-resolution via iterative refinement.

On the Collapse Errors Induced by the Deterministic Sampler for Diffusion Models Image super-resolution via iterative refinement

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:32:06.993851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:32:06.710291Z digest=sha256:463b33d8d1aaa4785e952e43e0b0d26d2505d222afabd41bb20c26bd41bde5ad

Observation 850ecb77-fc58-4374-93ee-0332c45f4e8a · outbound

This paper cites Improved techniques for training gans.

On the Collapse Errors Induced by the Deterministic Sampler for Diffusion Models Improved techniques for training gans

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:32:06.984043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:32:06.715341Z digest=sha256:cccb0cef9a174d310db20ca23fa9f5eb7ff1de1ec7824c784c7afa1e891e31c5

Observation 03cb6766-d27f-41f6-824c-f51cedf1784b · outbound

This paper cites Progressive distillation for fast sampling of diffusion models.

On the Collapse Errors Induced by the Deterministic Sampler for Diffusion Models Progressive distillation for fast sampling of diffusion models

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:32:06.972269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:32:06.718846Z digest=sha256:dc8c6acd91689a9fccb2093299c5155e36288b0e1877c8038d4e3d03f0863a6a

Observation 4f7bc246-7087-4d8b-b83e-595261503ed7 · outbound

This paper cites Learning mixtures of gaussians using the ddpm objective.

On the Collapse Errors Induced by the Deterministic Sampler for Diffusion Models Learning mixtures of gaussians using the ddpm objective

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:32:06.962801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:32:06.722214Z digest=sha256:77350eba0b6e42d52de08dacdb4c9c2604d6fdc7af11f111a56b378b886ac370

Observation bf002632-0554-422e-b750-4311fb10af69 · outbound

This paper cites Parallel sampling of diffusion models.

On the Collapse Errors Induced by the Deterministic Sampler for Diffusion Models Parallel sampling of diffusion models

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:32:06.954067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:32:06.725047Z digest=sha256:e2830393628d4dc619120db579062cd329ccf985b2d4e65263783c6f03a68bc6

Observation cb38ed63-9f51-46a9-ab07-915d81a9f3d2 · outbound

This paper cites Diffusion art or digital forgery? investigating data replication in diffusion models.

On the Collapse Errors Induced by the Deterministic Sampler for Diffusion Models Diffusion art or digital forgery? investigating data replication in diffusion models

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:32:06.945127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:32:06.729268Z digest=sha256:f49f85f7e798eaac785f1885b726abb5b52e1acc11755a233db394a14b0dba86

Observation a45582ce-3887-4c14-b729-e44c66d6b984 · outbound

This paper cites Denoising diffusion implicit models.

On the Collapse Errors Induced by the Deterministic Sampler for Diffusion Models Denoising diffusion implicit models

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:32:06.936182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:32:06.733207Z digest=sha256:e7af4d4fa01cc7a8851532a7b88347b3b46d771b6be6927b5228750e9dbafd95

Observation e5eb3654-5c77-4205-a7d7-2c0aebf4ad8c · outbound

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

On the Collapse Errors Induced by the Deterministic Sampler for Diffusion Models Generative modeling by estimating gradients of the data distribution

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:32:06.925934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:32:06.735891Z digest=sha256:9c1d79e48104fe6f1acc2d51c07bbe0da6291376ed187c4da0b4764471b04e1f

Observation 14d847f3-f22f-4f97-a358-1599767577a1 · outbound

This paper cites Score-based generative modeling through stochastic differential equations.

On the Collapse Errors Induced by the Deterministic Sampler for Diffusion Models Score-based generative modeling through stochastic differential equations

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:32:06.915880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:32:06.738403Z digest=sha256:a1e989ce399db561b8556159f5c9128fae331a2922b752cba0843973127c794c

Observation ecfe7759-dac1-4619-8170-ec83a9330cea · outbound

This paper cites Veegan: Reducing mode collapse in gans using implicit variational learning.

On the Collapse Errors Induced by the Deterministic Sampler for Diffusion Models Veegan: Reducing mode collapse in gans using implicit variational learning

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:32:06.904397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:32:06.740989Z digest=sha256:7f7c59461494a99e5495f07b91da5d8bd6aa5cebd3579dbb41aaedee12661f69

Observation f263c13e-350a-4c91-b280-37325982efbf · outbound

This paper cites Rethink- ing the inception architecture for computer vision.

On the Collapse Errors Induced by the Deterministic Sampler for Diffusion Models Rethink- ing the inception architecture for computer vision

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:32:06.893079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:32:06.743493Z digest=sha256:8444e1a70899a23892f938f5de846d18245a28843f019510447f58166d0bf1d3

Observation 19d1b208-14fc-4586-8e3e-d792e0ad3915 · outbound

This paper cites Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N.

On the Collapse Errors Induced by the Deterministic Sampler for Diffusion Models Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:32:06.881564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:32:06.746607Z digest=sha256:67a6fbc2f91aac3e987c9483269d270b3431d22e4366ed7a64d7327406d0de9e

Observation a4fcd96b-accf-4d4a-b3cb-240628a72d5c · outbound

This paper cites A connection between score matching and denoising autoencoders.

On the Collapse Errors Induced by the Deterministic Sampler for Diffusion Models A connection between score matching and denoising autoencoders

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:32:06.870008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:32:06.749626Z digest=sha256:db63302f1c7d7bc4df030655f560eccf0181bde05347a197d24c5e027a53bbbd

Observation 81ebc6ef-f899-42b1-928b-62407b72c4de · outbound

This paper cites Breaking the Curse of Dimensionality: Diffusion Models Efficiently Learn Low-Dimensional Distributions.

On the Collapse Errors Induced by the Deterministic Sampler for Diffusion Models Breaking the Curse of Dimensionality: Diffusion Models Efficiently Learn Low-Dimensional Distributions

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-05T17:32:06.752290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:32:06.752290Z digest=sha256:cf408264f1b06ea24a79742dc5382f7202d16dce7612c55d9e5a46446ccd5508

Observation cc30f52e-0929-45b6-bfb5-cbc2d47f7c0b · outbound

This paper cites 4, we evaluate the TID on CelebA on various experimental settings, as shown in Fig.

On the Collapse Errors Induced by the Deterministic Sampler for Diffusion Models 4, we evaluate the TID on CelebA on various experimental settings, as shown in Fig

Reference 2024

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:32:06.858300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:32:06.755352Z digest=sha256:09fff0826e2fd9cdd989db3b012850d628e86761007a50ef81fbdbce51b9fcb8

Pith citing papers

Observation 8d77a4a2-e534-4a7f-b94a-fb6a9f99c0d7 · inbound

Diffusion models recover accurate mixture weights despite score function insensitivity cites this paper.

Diffusion models recover accurate mixture weights despite score function insensitivity On the Collapse Errors Induced by the Deterministic Sampler for Diffusion Models

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-01T23:23:38.773535Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T23:23:38.773535Z digest=sha256:555ed3624dd1bad277d3e231b025e88814f0b79a0cea598c5f52f8d656494eda