Paper Citation Record · LEDGER

Qua$^2$SeDiMo: Quantifiable Quantization Sensitivity of Diffusion Models

As of 19 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 0 inbound Pith citation observations for arXiv:2412.14628.

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

pith.paper-citation-record.v1
2412.14628 v1

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T12:08:57.408153Z

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

31 of 31 outbound references displayed

verified exact0
verified fuzzy16
unresolved14
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5cf56299-1708-411d-9c68-552ece0db8d1 · outbound

This paper cites an unresolved cited work.

Qua$^2$SeDiMo: Quantifiable Quantization Sensitivity of Diffusion Models Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:08:58.332584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 01634d74-18d5-4144-a81b-edbd31e8c690 · outbound

This paper cites CLIPScore: A Reference-free Evaluation Metric for Image Captioning.

Qua$^2$SeDiMo: Quantifiable Quantization Sensitivity of Diffusion Models CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T12:08:56.985267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e013650-4b5b-42e7-96c5-80835c249214 · outbound

This paper cites FRAP: Faithful and Realistic Text-to-Image Generation with Adaptive Prompt Weighting.

Qua$^2$SeDiMo: Quantifiable Quantization Sensitivity of Diffusion Models FRAP: Faithful and Realistic Text-to-Image Generation with Adaptive Prompt Weighting

Reference 4

Resolution: metadata mismatch; local_arxiv, observed 2026-08-11T12:08:57.530344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f626fb99-a0a2-426e-843c-f3c79287e29c · outbound

This paper cites 1-hop subgraph containing 3-nodes:.

Qua$^2$SeDiMo: Quantifiable Quantization Sensitivity of Diffusion Models 1-hop subgraph containing 3-nodes:

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:08:58.215071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2a19701d-d760-4e14-bd4b-44e5aedc262f · outbound

This paper cites SDXL contains a total of 343458 possible subgraphs split between 11 categories.

Qua$^2$SeDiMo: Quantifiable Quantization Sensitivity of Diffusion Models SDXL contains a total of 343458 possible subgraphs split between 11 categories

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:08:58.058162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a7b1dd65-455f-47e6-9716-0f42e264b4b6 · outbound

This paper cites Rooted at a dummy ‘Add’ node.

Qua$^2$SeDiMo: Quantifiable Quantization Sensitivity of Diffusion Models Rooted at a dummy ‘Add’ node

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:08:57.850795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3a43bc9b-c6ff-4468-9501-b8f54a73a700 · outbound

This paper cites Hunyuan-DiT contains a total of 317418 possible sub- graphs split between 9 categories.

Qua$^2$SeDiMo: Quantifiable Quantization Sensitivity of Diffusion Models Hunyuan-DiT contains a total of 317418 possible sub- graphs split between 9 categories

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:08:58.168440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e15370a1-69a7-4c84-9ae2-d1475cfcf11e · outbound

This paper cites Root is the final linear layer.

Qua$^2$SeDiMo: Quantifiable Quantization Sensitivity of Diffusion Models Root is the final linear layer

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:08:58.134247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 381d1c8e-7735-4d37-8873-2125adfa2db8 · outbound

This paper cites an unresolved cited work.

Qua$^2$SeDiMo: Quantifiable Quantization Sensitivity of Diffusion Models Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:08:58.305863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d6211b0f-8045-445f-a001-16d091a9ff28 · outbound

This paper cites an unresolved cited work.

Qua$^2$SeDiMo: Quantifiable Quantization Sensitivity of Diffusion Models Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:08:58.280785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a301953c-77e7-47fa-aa96-60f982bdfeb7 · outbound

This paper cites Rooted at the output projection layer.

Qua$^2$SeDiMo: Quantifiable Quantization Sensitivity of Diffusion Models Rooted at the output projection layer

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:08:58.258110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1e6f49b5-2dda-41b3-8168-cfe51a860e99 · outbound

This paper cites Rooted at the ‘MatMul’ node.

Qua$^2$SeDiMo: Quantifiable Quantization Sensitivity of Diffusion Models Rooted at the ‘MatMul’ node

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:08:58.235569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation dabad28c-77d0-449c-9f8a-f15fc2f6511f · outbound

This paper cites an unresolved cited work.

Qua$^2$SeDiMo: Quantifiable Quantization Sensitivity of Diffusion Models Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:08:58.100586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 437f68b2-2c3c-4928-a520-9ef979339c8b · outbound

This paper cites an unresolved cited work.

Qua$^2$SeDiMo: Quantifiable Quantization Sensitivity of Diffusion Models Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:08:58.080042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 23d641a3-5254-4289-84c4-ce2f04aac7b2 · outbound

This paper cites an unresolved cited work.

Qua$^2$SeDiMo: Quantifiable Quantization Sensitivity of Diffusion Models Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:08:57.820373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a08180f1-b2c8-48e2-984f-ea48eb938359 · outbound

This paper cites Attention of the first DiT block contains the ‘Patchify’ convolution.

Qua$^2$SeDiMo: Quantifiable Quantization Sensitivity of Diffusion Models Attention of the first DiT block contains the ‘Patchify’ convolution

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:08:57.790918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 56aa556f-2e78-48fc-ac4d-78bc99a66dea · outbound

This paper cites Root is the second conv layer.

Qua$^2$SeDiMo: Quantifiable Quantization Sensitivity of Diffusion Models Root is the second conv layer

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:08:57.764589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8a34955d-fb68-43e8-9ec8-ca7932b4ecb6 · outbound

This paper cites Root is the second linear layer.

Qua$^2$SeDiMo: Quantifiable Quantization Sensitivity of Diffusion Models Root is the second linear layer

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:08:58.035712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b67a60b6-3107-4262-8570-6c6d935d6553 · outbound

This paper cites an unresolved cited work.

Qua$^2$SeDiMo: Quantifiable Quantization Sensitivity of Diffusion Models Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:08:58.015482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0d0a09c4-367d-4681-8fd4-bfff8bd5526c · outbound

This paper cites an unresolved cited work.

Qua$^2$SeDiMo: Quantifiable Quantization Sensitivity of Diffusion Models Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:08:57.995283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 92be7db0-81eb-4b44-874c-8aa720a812f5 · outbound

This paper cites The other downsam- pling convolutions are merged into ResNet block sub- graphs.

Qua$^2$SeDiMo: Quantifiable Quantization Sensitivity of Diffusion Models The other downsam- pling convolutions are merged into ResNet block sub- graphs

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:08:57.735609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d7b4cf48-1f0b-4011-8da7-ad9b4451aa1e · outbound

This paper cites an unresolved cited work.

Qua$^2$SeDiMo: Quantifiable Quantization Sensitivity of Diffusion Models Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:08:57.969068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7e3e10b9-a4af-4753-86c2-5d579cbacae0 · outbound

This paper cites Rooted at the output projection layer.

Qua$^2$SeDiMo: Quantifiable Quantization Sensitivity of Diffusion Models Rooted at the output projection layer

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:08:57.950186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation de9d0f86-29f1-455a-a0b0-774b9592e778 · outbound

This paper cites Rooted at the output projection layer.

Qua$^2$SeDiMo: Quantifiable Quantization Sensitivity of Diffusion Models Rooted at the output projection layer

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:08:57.928238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 575b440b-e1aa-4c29-83fd-237541793c7a · outbound

This paper cites Root is the second layer.

Qua$^2$SeDiMo: Quantifiable Quantization Sensitivity of Diffusion Models Root is the second layer

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:08:58.190736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d947257e-dc31-47bb-b830-b5098a642d62 · outbound

This paper cites an unresolved cited work.

Qua$^2$SeDiMo: Quantifiable Quantization Sensitivity of Diffusion Models Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:08:57.895757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ab260eee-0eaf-4575-a600-64cd6a0da24d · outbound

This paper cites Rooted at the output layer.

Qua$^2$SeDiMo: Quantifiable Quantization Sensitivity of Diffusion Models Rooted at the output layer

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:08:57.871096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation fc6e8195-dcc2-46ee-81b5-e78607fbc9cd · outbound

This paper cites 5th layer is a downsampling con- volution.

Qua$^2$SeDiMo: Quantifiable Quantization Sensitivity of Diffusion Models 5th layer is a downsampling con- volution

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:08:57.707203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation bf7b5e2f-dc72-4d0a-808e-25ab73955947 · outbound

This paper cites an unresolved cited work.

Qua$^2$SeDiMo: Quantifiable Quantization Sensitivity of Diffusion Models Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:08:57.677761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 017932c3-7c3c-4430-9cbc-47f846336143 · outbound

This paper cites Model Quantization and Hardware Acceleration for Vision Transformers: A Comprehensive Survey.

Qua$^2$SeDiMo: Quantifiable Quantization Sensitivity of Diffusion Models Model Quantization and Hardware Acceleration for Vision Transformers: A Comprehensive Survey

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-11T12:08:56.962362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d40b9586-a459-46ca-a100-54af14d6f482 · outbound

This paper cites The Unreasonable Ineffectiveness of the Deeper Layers.

Qua$^2$SeDiMo: Quantifiable Quantization Sensitivity of Diffusion Models The Unreasonable Ineffectiveness of the Deeper Layers

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-11T12:08:56.976984Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.