Paper Citation Record · LEDGER

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

As of 14 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 2026-08-14T06:32:32.682623+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
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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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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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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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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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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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Source-reported events for the cited work

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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

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Source-reported events for the cited work

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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

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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

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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

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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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:32:07.255817Z

Source-reported events for the cited work

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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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:32:07.247263Z

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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

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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

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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

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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 2026-08-14T06:32:32.682623+00:00.

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: verified fuzzy; raw_fallback, observed 2026-08-05T17:32:07.198949Z

Source-reported events for the cited work

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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

Resolution: verified fuzzy; 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 2026-08-14T06:32:32.682623+00:00.

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

Resolution: verified fuzzy; 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 2026-08-14T06:32:32.682623+00:00.

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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Source-reported events for the cited work

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

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

Reference 31

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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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:32:07.143312Z

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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

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Source-reported events for the cited work

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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

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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

Resolution: verified exact; local_arxiv, observed 2026-08-05T17:32:06.837354Z

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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

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Source-reported events for the cited work

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

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

Reference 37

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Source-reported events for the cited work

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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

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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

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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

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

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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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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

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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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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

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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

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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

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Source-reported events for the cited work

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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 2026-08-14T06:32:32.682623+00:00.

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

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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 2026-08-14T06:32:32.682623+00:00.

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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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