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Paper Citation Record · LEDGER

Quantum Circuits in Diffusion Models: A Fair-Comparison Study and a Mechanistic Analysis of Angle-Embedding Failures

As of 14 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 0 inbound Pith citation observations for arXiv:2607.09108.

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

pith.paper-citation-record.v1
2607.09108 v1

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-13T05:21:33.351134Z

measured 22 of 22 standing notices

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Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 0 of 0 inbound itemization

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22 of 22 outbound references displayed

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Outbound references

Observation 7e3c5109-827d-446b-996f-9d61b86cef5b · outbound

This paper cites A generative modeling approach for benchmarking and training shallow quantum circuits.npj Quantum Information, 5(1):45, 2019.

Quantum Circuits in Diffusion Models: A Fair-Comparison Study and a Mechanistic Analysis of Angle-Embedding Failures A generative modeling approach for benchmarking and training shallow quantum circuits.npj Quantum Information, 5(1):45, 2019

Reference 1

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Observation cba5534d-df46-497b-b653-ba5ca457b0aa · outbound

This paper cites PennyLane: Automatic differentiation of hybrid quantum-classical computations.

Quantum Circuits in Diffusion Models: A Fair-Comparison Study and a Mechanistic Analysis of Angle-Embedding Failures PennyLane: Automatic differentiation of hybrid quantum-classical computations

Reference 2

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source=pdf_text observed=2026-07-13T05:21:33.351134Z digest=sha256:d40c8fa43e76969a75dbeeb9f7697da8b358dec9dba202d882a47ac9c0925c2b

Observation 84cf2bb9-11c9-420d-b1ed-cfd50b0fa404 · outbound

This paper cites Better than classical? The subtle art of benchmarking quantum machine learning models.

Quantum Circuits in Diffusion Models: A Fair-Comparison Study and a Mechanistic Analysis of Angle-Embedding Failures Better than classical? The subtle art of benchmarking quantum machine learning models

Reference 3

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source=pdf_text observed=2026-07-13T05:21:33.351134Z digest=sha256:2ce035f8c270a143490d65d4c59b288ec4a97c8e0c3f128743ff72428b372d64

Observation 68503d2c-cd9d-4189-bcc8-208f0a0cd19d · outbound

This paper cites Variational quantum algorithms.Nature Reviews Physics, 3(9):625–644, 2021.

Quantum Circuits in Diffusion Models: A Fair-Comparison Study and a Mechanistic Analysis of Angle-Embedding Failures Variational quantum algorithms.Nature Reviews Physics, 3(9):625–644, 2021

Reference 4

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source=pdf_text observed=2026-07-13T05:21:33.351134Z digest=sha256:4aaf361aa0d1b482a89e59d1f53cd621683bbf2f67ee85a0baea609092f6681e

Observation 43da4c85-4488-4741-81fa-1ca18f01f511 · outbound

This paper cites Quantum generative adversarial networks.

Quantum Circuits in Diffusion Models: A Fair-Comparison Study and a Mechanistic Analysis of Angle-Embedding Failures Quantum generative adversarial networks

Reference 5

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source=pdf_text observed=2026-07-13T05:21:33.351134Z digest=sha256:a4b02e9c8db9e9223f15da361d0b7379f0b23e4a71c62ca0526b55135ecc0a1a

Observation 714df794-100e-4095-8977-845dd6ecfe5f · outbound

This paper cites Supervised learning with quantum-enhanced feature spaces.Nature, 567(7747):209–212, 2019.

Quantum Circuits in Diffusion Models: A Fair-Comparison Study and a Mechanistic Analysis of Angle-Embedding Failures Supervised learning with quantum-enhanced feature spaces.Nature, 567(7747):209–212, 2019

Reference 6

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source=pdf_text observed=2026-07-13T05:21:33.351134Z digest=sha256:6e8b9613e91d5eedd8b111f7a18b4d1f87de08162d860c62f4015b72c85503f9

Observation 716fc897-62ae-4fe2-ab96-57f558c40a91 · outbound

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

Quantum Circuits in Diffusion Models: A Fair-Comparison Study and a Mechanistic Analysis of Angle-Embedding Failures Gans trained by a two time-scale update rule converge to a local nash equilibrium

Reference 7

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source=pdf_text observed=2026-07-13T05:21:33.351134Z digest=sha256:dd97ffa549e95f6b5db8d54de83fae764bf0c51c2dddc899cf94833a76094edb

Observation c168d280-3f7c-461d-b7e1-1482e89ea00e · outbound

This paper cites Denoising diffusion probabilistic models.

Quantum Circuits in Diffusion Models: A Fair-Comparison Study and a Mechanistic Analysis of Angle-Embedding Failures Denoising diffusion probabilistic models

Reference 8

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source=pdf_text observed=2026-07-13T05:21:33.351134Z digest=sha256:24175beae37061652d1d42b2611f2b2936340efc0dc2fe0d54516dd6a5ac5f1a

Observation 29d17440-9343-4762-9581-5ddc634679d6 · outbound

This paper cites Squeeze-and-excitation networks.

Quantum Circuits in Diffusion Models: A Fair-Comparison Study and a Mechanistic Analysis of Angle-Embedding Failures Squeeze-and-excitation networks

Reference 9

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source=pdf_text observed=2026-07-13T05:21:33.351134Z digest=sha256:56fce2a1445ca82c527f7a7a30ae4ae6dedffc2277a080a5c0fe0646210f73e6

Observation 222b6a9e-fd24-4208-84d7-c0b32ee8f67b · outbound

This paper cites Hardware-efficient variational quantum eigensolver for small molecules and quantum magnets.Nature, 549(7671):242–246, 2017.

Quantum Circuits in Diffusion Models: A Fair-Comparison Study and a Mechanistic Analysis of Angle-Embedding Failures Hardware-efficient variational quantum eigensolver for small molecules and quantum magnets.Nature, 549(7671):242–246, 2017

Reference 10

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Observation fcc8e430-5133-4e22-8577-5585103b9867 · outbound

This paper cites Quantum Denoising Diffusion Models.

Quantum Circuits in Diffusion Models: A Fair-Comparison Study and a Mechanistic Analysis of Angle-Embedding Failures Quantum Denoising Diffusion Models

Reference 11

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source=pdf_text observed=2026-07-13T05:21:33.351134Z digest=sha256:1ebe06669c97bf41e2e7d72c34c419ec0934b10a66e6b9510073d95fa8c0170b

Observation b2d8a894-48cd-4a24-9b6e-cd9f48d30422 · outbound

This paper cites Differentiable learning of quantum circuit born machines.Physical Review A, 98(6):062324, 2018.

Quantum Circuits in Diffusion Models: A Fair-Comparison Study and a Mechanistic Analysis of Angle-Embedding Failures Differentiable learning of quantum circuit born machines.Physical Review A, 98(6):062324, 2018

Reference 12

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source=pdf_text observed=2026-07-13T05:21:33.351134Z digest=sha256:e2d00af858e429f3bf0e5bec75c21614ac169b3f6f9756b66f6e45390c9923e7

Observation 0c328f22-65e2-4cf6-be83-4b8a8fadfb5e · outbound

This paper cites Quantum generative adversarial learning.Physical Review Letters, 121(4):040502, 2018.

Quantum Circuits in Diffusion Models: A Fair-Comparison Study and a Mechanistic Analysis of Angle-Embedding Failures Quantum generative adversarial learning.Physical Review Letters, 121(4):040502, 2018

Reference 13

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source=pdf_text observed=2026-07-13T05:21:33.351134Z digest=sha256:b673ca8788b56f4109416a53adf1b797cd6a1d20cc7e6da773bc7fe7e1930134

Observation 8e65bcec-8bf5-4080-bcdb-6f30de726912 · outbound

This paper cites Quantum-noise-driven generative diffusion models.Advanced Quantum Technologies, 7(6):2300401, 2024.

Quantum Circuits in Diffusion Models: A Fair-Comparison Study and a Mechanistic Analysis of Angle-Embedding Failures Quantum-noise-driven generative diffusion models.Advanced Quantum Technologies, 7(6):2300401, 2024

Reference 14

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source=pdf_text observed=2026-07-13T05:21:33.351134Z digest=sha256:d7ec50b46a3ab035e9b65e36db962927d57ce5a2f344b44cd3e6329726f775c6

Observation 5d8aa332-5b83-4fe0-8b67-fbba133f47d4 · outbound

This paper cites Data re- uploading for a universal quantum classifier.Quantum, 4:226, 2020.

Quantum Circuits in Diffusion Models: A Fair-Comparison Study and a Mechanistic Analysis of Angle-Embedding Failures Data re- uploading for a universal quantum classifier.Quantum, 4:226, 2020

Reference 15

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source=pdf_text observed=2026-07-13T05:21:33.351134Z digest=sha256:20909db4ab2d3639245a904851eab7e18eb7c1e49b3185838116129fadc1e881

Observation 42820635-f567-4cc3-b216-59db017153f8 · outbound

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

Quantum Circuits in Diffusion Models: A Fair-Comparison Study and a Mechanistic Analysis of Angle-Embedding Failures High-resolution image synthesis with latent diffusion models

Reference 16

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source=pdf_text observed=2026-07-13T05:21:33.351134Z digest=sha256:52d4ffd28e2aa4e8c905f32c8252b4de301aaed8703ebb0da911fe58cd1a7a2a

Observation 4e0ac4b4-c84c-4f89-9008-d533b5eb8c90 · outbound

This paper cites Is quantum advantage the right goal for quantum machine learning?PRX Quantum, 3(3):030101, 2022.

Quantum Circuits in Diffusion Models: A Fair-Comparison Study and a Mechanistic Analysis of Angle-Embedding Failures Is quantum advantage the right goal for quantum machine learning?PRX Quantum, 3(3):030101, 2022

Reference 17

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source=pdf_text observed=2026-07-13T05:21:33.351134Z digest=sha256:76f9dff816829fd2c32f5e13868b79908739423d0176908ff7a6688e04efb0b7

Observation 85e1c5b9-5de7-44b3-8111-4b8ce26b9432 · outbound

This paper cites Circuit-centric quantum classifiers.Physical Review A, 101(3):032308, 2020.

Quantum Circuits in Diffusion Models: A Fair-Comparison Study and a Mechanistic Analysis of Angle-Embedding Failures Circuit-centric quantum classifiers.Physical Review A, 101(3):032308, 2020

Reference 18

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source=pdf_text observed=2026-07-13T05:21:33.351134Z digest=sha256:899815e3df867311ef8ed9be986fc1b83098153fe2bda8fe45f22a67528532ab

Observation 83e42af8-677f-4d8f-b149-26224c4baef2 · outbound

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

Quantum Circuits in Diffusion Models: A Fair-Comparison Study and a Mechanistic Analysis of Angle-Embedding Failures Generative modeling by estimating gradients of the data distribution

Reference 19

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source=pdf_text observed=2026-07-13T05:21:33.351134Z digest=sha256:ea5e92c6d1d73b13c9ab0318aa3a5b48c6dc01aec97bce19cf8414e386fbc159

Observation fd99f135-6c93-4882-9140-60964fb9e7f3 · outbound

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

Quantum Circuits in Diffusion Models: A Fair-Comparison Study and a Mechanistic Analysis of Angle-Embedding Failures Score-based generative modeling through stochastic differential equations

Reference 20

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source=pdf_text observed=2026-07-13T05:21:33.351134Z digest=sha256:bf1e5d37fff541761cd72fbbb7cd24a9a4450b5012f9acb5a02561f3092b3dad

Observation 4107f4ab-f566-4d6c-b238-2e0a1879f6b2 · outbound

This paper cites Image quality assessment: From error visibility to structural similarity.IEEE Transactions on Image Processing, 13(4): 600–612, 2004.

Quantum Circuits in Diffusion Models: A Fair-Comparison Study and a Mechanistic Analysis of Angle-Embedding Failures Image quality assessment: From error visibility to structural similarity.IEEE Transactions on Image Processing, 13(4): 600–612, 2004

Reference 21

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Observation 18dcfc34-4ac9-4b18-b40d-6eaa6e5c39b1 · outbound

This paper cites Generative quantum machine learning via denoising diffusion probabilistic models.Physical Review Letters, 132(10):100602, 2024.

Quantum Circuits in Diffusion Models: A Fair-Comparison Study and a Mechanistic Analysis of Angle-Embedding Failures Generative quantum machine learning via denoising diffusion probabilistic models.Physical Review Letters, 132(10):100602, 2024

Reference 22

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