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Paper Citation Record · LEDGER

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion

As of 16 August 2026, this Paper Citation Record lists 72 of 72 outbound references and 3 inbound Pith citation observations for arXiv:2412.06661.

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

pith.paper-citation-record.v1
2412.06661 v2

Coverage vector

measured 72 of 72 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T19:30:02.898295Z

measured 75 of 75 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-12T11:49:34.865484Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T14:39:57.841536Z

Reference resolution

72 of 72 outbound references displayed

  • verified exact3
  • verified fuzzy2
  • unresolved67
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f200fcfd-feaf-417c-8f78-cfb40ee0a8e2 · outbound

This paper cites Estimating the Optimal Covariance with Imperfect Mean in Diffusion Probabilistic Models.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion Estimating the Optimal Covariance with Imperfect Mean in Diffusion Probabilistic Models

Reference 1

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no resolver link, observed 2026-08-11T19:30:02.561900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T19:30:02.561900Z digest=sha256:ea3338e89fc9ec95f5cbbf6a20a02c95979dbeaba668286e0000204843462139

Observation 7790a703-9370-47d1-b7b8-5d03964d439c · outbound

This paper cites Analytic-DPM: an Analytic Estimate of the Optimal Reverse Variance in Diffusion Probabilistic Models.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion Analytic-DPM: an Analytic Estimate of the Optimal Reverse Variance in Diffusion Probabilistic Models

Reference 2

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no resolver link, observed 2026-08-11T19:30:02.567740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T19:30:02.567740Z digest=sha256:76bab7e9693475a9fd0be507dbed8e7d722ba7fdcec82ac7ff3de1f234d59a71

Observation 76984e80-9ef6-4563-9d50-96a4b81d14c3 · outbound

This paper cites an unresolved cited work.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion Unresolved cited work

Reference 3

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raw_fallback, observed 2026-08-11T19:30:04.071094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T19:30:02.572328Z digest=sha256:8939664a2c892ec9ee055d28147b8e033d3d3dc34f1674afea63720d861f2ec5

Observation 50e494d4-2a59-4c25-986d-c18ff70e2f6d · outbound

This paper cites DisenBooth: Identity-Preserving Disentangled Tuning for Subject-Driven Text-to-Image Generation.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion DisenBooth: Identity-Preserving Disentangled Tuning for Subject-Driven Text-to-Image Generation

Reference 4

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no resolver link, observed 2026-08-11T19:30:02.576416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T19:30:02.576416Z digest=sha256:d0c24d52f2d0743a46a66e5825ef2d4633a44f313fec85c3eeec28af66871546

Observation c82ecaa6-28a7-43aa-ba68-42bbb4bbf4d8 · outbound

This paper cites an unresolved cited work.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion Unresolved cited work

Reference 5

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raw_fallback, observed 2026-08-11T19:30:04.059358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T19:30:02.580633Z digest=sha256:62be77bc4159f5923c3ee95398006fbe5ef4e4acf360947bb03448fd24d87696

Observation 3d6317a2-8f97-435c-80a7-eeb7c052ddcd · outbound

This paper cites an unresolved cited work.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion Unresolved cited work

Reference 6

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no resolver link, observed 2026-08-11T19:30:02.584752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T19:30:02.584752Z digest=sha256:7bfb971c142a20a34619be6a3227c6120be10aafa7a98e0c28b0b21745dce18b

Observation 7690b72b-40c4-48ce-b9f6-e07c0be8a7b9 · outbound

This paper cites an unresolved cited work.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion Unresolved cited work

Reference 7

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no resolver link, observed 2026-08-11T19:30:02.593191Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T19:30:02.593191Z digest=sha256:392777e084ae45e5f56a612f5487c33ef4ef349412e79498b53cf39e26979060

Observation 1a94ba2b-dd69-4752-bc7a-51c96082fc47 · outbound

This paper cites an unresolved cited work.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion Unresolved cited work

Reference 8

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T19:30:02.599146Z digest=sha256:e45ceb7a1d79ca8a68e44e573e1a82575aa722f0a406cf89ada3baf9d0c3825f

Observation f0b67471-cbd0-4be9-b473-ad7334f096f0 · outbound

This paper cites an unresolved cited work.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion Unresolved cited work

Reference 9

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T19:30:02.605305Z digest=sha256:56d3c95b78d90d22661c2409a91ecb76bac00141edea70e5c2ce655023381da2

Observation f6864458-46be-4a97-a9ac-2365e6dbdab8 · outbound

This paper cites EfficientDM: Efficient Quantization-Aware Fine-Tuning of Low-Bit Diffusion Models.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion EfficientDM: Efficient Quantization-Aware Fine-Tuning of Low-Bit Diffusion Models

Reference 10

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source=pdf_text observed=2026-08-11T19:30:02.611073Z digest=sha256:de97232b22d9aefa56a50b8acc8f4b94876f5cd2f0243cb45b309f6b8bb160b5

Observation e249ed38-7f93-43f4-87ed-49e2a0c537cf · outbound

This paper cites an unresolved cited work.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion Unresolved cited work

Reference 11

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T19:30:02.616439Z digest=sha256:da3a33365c3d4936c1d3bcd007dfdc24bfe953664fd67af0316d7d77dafdd887

Observation fc00d293-5500-4efa-807c-b35ba306e72f · outbound

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

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 12

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T19:30:02.621733Z digest=sha256:446e985237cc0bb7b477704076ad8219d5cf1af471922c95f6a0da02dbc3d440

Observation 4ff5a702-cc7a-4d70-9bdc-410250ac85d3 · outbound

This paper cites an unresolved cited work.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion Unresolved cited work

Reference 13

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T19:30:02.627531Z digest=sha256:48016442f28b858fc85f192786269e6900f8e059bee28a3d0988ee2883e85c81

Observation 72ce62d4-2206-42af-9c54-3ba7720467bc · outbound

This paper cites TFMQ-DM: Temporal Feature Maintenance Quantization for Diffusion Models.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion TFMQ-DM: Temporal Feature Maintenance Quantization for Diffusion Models

Reference 14

Resolution
verified exact
local_arxiv, observed 2026-08-11T19:30:03.531795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T19:30:02.633311Z digest=sha256:75f99d999c610bc6c3254cc3e857494d0898963ae1efedd674dc3ab36c044ac9

Observation a033d1f5-a9cc-49ae-9749-ef69bdeffa72 · outbound

This paper cites Improving Post Training Neural Quantization: Layer-wise Calibration and Integer Programming.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion Improving Post Training Neural Quantization: Layer-wise Calibration and Integer Programming

Reference 15

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source=pdf_text observed=2026-08-11T19:30:02.639888Z digest=sha256:7ad7c789d226f45e01eda2364896b7e11b0f77125ea02b0198a2d6a8ce45a825

Observation 5b027629-a87c-45d7-8bda-1b1cb6b92a2d · outbound

This paper cites an unresolved cited work.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion Unresolved cited work

Reference 16

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no resolver link, observed 2026-08-11T19:30:02.644387Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T19:30:02.644387Z digest=sha256:2f97f770c93f42e34f8be46cec7a3e53f9a91bcf86a569ddccc701a9e6b91e0b

Observation e01921e4-5d23-4e34-a92b-39afb5e85217 · outbound

This paper cites Gotta Go Fast When Generating Data with Score-Based Models.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion Gotta Go Fast When Generating Data with Score-Based Models

Reference 17

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T19:30:02.649059Z digest=sha256:43c35dc4131d9821a99d4fbac0b50bea0f79d26502900a2917c68f970a8a586f

Observation 6a7b4ba8-cbb9-48c3-bad0-5a5378d9f049 · outbound

This paper cites an unresolved cited work.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion Unresolved cited work

Reference 18

Resolution
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raw_fallback, observed 2026-08-11T19:30:03.937962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation cd024942-f535-4ec7-af13-d8a7627cfc61 · outbound

This paper cites Denoising MCMC for Accelerating Diffusion-Based Generative Models.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion Denoising MCMC for Accelerating Diffusion-Based Generative Models

Reference 19

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verified exact
local_arxiv, observed 2026-08-11T19:30:03.460051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T19:30:02.658054Z digest=sha256:3397e05cc8fe245110b1e9a79ad32ff7d31190644193c20967bc058119c6423f

Observation 8637c2b6-90d6-4bc8-9bc9-a8c8b65912fe · outbound

This paper cites an unresolved cited work.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion Unresolved cited work

Reference 20

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T19:30:02.662870Z digest=sha256:da3b85db5423b889a89ea4a6884ac7e2dc1d89cc1e8e0210750417dce607c9ac

Observation d3ce33b5-4e31-4857-b931-f3eafab745c8 · outbound

This paper cites an unresolved cited work.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion Unresolved cited work

Reference 21

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T19:30:02.666753Z digest=sha256:13b26a92c5ccedad84f2dd683968486a4389288b66741db677638a84becead5f

Observation f8a26ef0-77e8-4407-85db-4aa2d5a818ea · outbound

This paper cites On Fast Sampling of Diffusion Probabilistic Models.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion On Fast Sampling of Diffusion Probabilistic Models

Reference 22

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source=pdf_text observed=2026-08-11T19:30:02.671700Z digest=sha256:fbeec2b853b924d418bae33d68092e533051ae82d26e99bd92dc2f3f86e059de

Observation 75f51890-3439-4cd0-a9c2-ede5be5e588d · outbound

This paper cites BDDM: Bilateral Denoising Diffusion Models for Fast and High-Quality Speech Synthesis.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion BDDM: Bilateral Denoising Diffusion Models for Fast and High-Quality Speech Synthesis

Reference 23

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source=pdf_text observed=2026-08-11T19:30:02.676253Z digest=sha256:48a7c5378d25e5a9d4e7e2ef9f7d8ff9296dc777c012285a767006cf950e2650

Observation 47eabdef-e08f-4d6b-9e91-eeb679db7ee1 · outbound

This paper cites an unresolved cited work.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion Unresolved cited work

Reference 24

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T19:30:02.680028Z digest=sha256:b2dda4df09b8aa1f12f66edefecaa9b8cd625db378880f4dd873aae15e7f469a

Observation cb6ef123-42f4-4dac-ab0a-6f38ebfe10a2 · outbound

This paper cites BRECQ: Pushing the Limit of Post-Training Quantization by Block Reconstruction.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion BRECQ: Pushing the Limit of Post-Training Quantization by Block Reconstruction

Reference 25

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Observation ac7b3680-106e-4204-b238-ff792401c997 · outbound

This paper cites an unresolved cited work.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion Unresolved cited work

Reference 26

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T19:30:02.688266Z digest=sha256:6e752b9bcb654fab2f280e09c325cf968f286d0924aa406eafae15c16b994db2

Observation bc1042d6-1c5c-4d8e-8aee-c62d5716e659 · outbound

This paper cites FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer

Reference 27

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T19:30:02.692722Z digest=sha256:6a05e26f3d86a398251810415988f1f7da89790d4e1bc31fa5c85369478d4c13

Observation c54566b4-fccd-41a5-b1fc-29ea415dceea · outbound

This paper cites Pseudo Numerical Methods for Diffusion Models on Manifolds.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion Pseudo Numerical Methods for Diffusion Models on Manifolds

Reference 28

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T19:30:02.696763Z digest=sha256:19c76ce7ee65c9c8de418e164b61b2a64fb5db90a64706651daba714143d71d9

Observation 05b82e59-62c1-4114-bcf3-1162106930ac · outbound

This paper cites an unresolved cited work.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion Unresolved cited work

Reference 29

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation ac7fbe84-e0cf-4925-a380-cba01f66c38b · outbound

This paper cites Relaxed Quantization for Discretized Neural Networks.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion Relaxed Quantization for Discretized Neural Networks

Reference 30

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no resolver link, observed 2026-08-11T19:30:02.704277Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T19:30:02.704277Z digest=sha256:7ddca60321478f1c479b0eee22113c40ec755f28068c5921e413193dd86e5206

Observation a959f53a-b458-43c5-9c95-f486640abee0 · outbound

This paper cites an unresolved cited work.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion Unresolved cited work

Reference 31

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no resolver link, observed 2026-08-11T19:30:02.708325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T19:30:02.708325Z digest=sha256:750c236e12138793462a3da3605ab33adfca21bd6f4912937610a531156ad916

Observation 20ce8917-5a9a-40e6-ad39-22bd7ddf351d · outbound

This paper cites Knowledge Distillation in Iterative Generative Models for Improved Sampling Speed.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion Knowledge Distillation in Iterative Generative Models for Improved Sampling Speed

Reference 32

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T19:30:02.716832Z digest=sha256:c360fb27ff11b5ad08e70041260cac20bbf54181532fcbe3f757ec4223a7e73f

Observation 33c955f7-b0da-473b-a69d-12778fa95368 · outbound

This paper cites Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference

Reference 33

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T19:30:02.721169Z digest=sha256:79a2f58322439501a150b503712a928d7b85616eef86bb4e8588dfc52fd6b820

Observation 95159657-0be2-40ff-9fa8-36618a4740ca · outbound

This paper cites Accelerating Diffusion Models via Early Stop of the Diffusion Process.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion Accelerating Diffusion Models via Early Stop of the Diffusion Process

Reference 34

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no resolver link, observed 2026-08-11T19:30:02.725865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T19:30:02.725865Z digest=sha256:0e89b67976a9c9621fa5836ee03da0b0c01880db59ff04627ff3ea3a1b3d87ba

Observation 11ad16f0-8c96-497b-ac6c-231cbbb9f5b6 · outbound

This paper cites an unresolved cited work.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion Unresolved cited work

Reference 35

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T19:30:02.729847Z digest=sha256:d08a7ab6738aff4492e0ec23b2eba4cf91304fc8082c558d7f535656f20a5ca4

Observation 2d89eafb-9770-463b-848c-04fb564d3091 · outbound

This paper cites A White Paper on Neural Network Quantization.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion A White Paper on Neural Network Quantization

Reference 36

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T19:30:02.733355Z digest=sha256:bfb3abc683cb8270eda12e4cfde56bc6b547e98de2efc01f8a74f00ebfa55312

Observation 960ac817-1438-4c28-8316-247e433c321c · outbound

This paper cites an unresolved cited work.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion Unresolved cited work

Reference 37

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T19:30:02.737227Z digest=sha256:d6006be9177d5f94e5b4b2e338dd9e4ba5402397e569cf9ce8498a913fdc339f

Observation ecdfa7cb-5b71-4769-a944-c8b5a6a8c289 · outbound

This paper cites an unresolved cited work.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion Unresolved cited work

Reference 38

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source=pdf_text observed=2026-08-11T19:30:02.743993Z digest=sha256:06a4a52a44ffadb11f5489bc647f9c70641ea0f3335ecbbb4126edfdc84f3e40

Observation 9692cbce-4061-4f98-a814-57e639e45048 · outbound

This paper cites In International Conference on Machine Learning.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion In International Conference on Machine Learning

Reference 39

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source=pdf_text observed=2026-08-11T19:30:02.740388Z digest=sha256:5a0c87227add3bc390df4424d7abfee72fdbaa98578b12ece6baecd451a8039d

Observation 020c4a17-b386-4bd7-be87-af43f65290d2 · outbound

This paper cites On the Convergence of Adam and Beyond.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion On the Convergence of Adam and Beyond

Reference 40

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source=pdf_text observed=2026-08-11T19:30:02.750350Z digest=sha256:cda3223b3bcaefec027c0abcd4acbb696ebdc75cd745907b28c7056cf48d4c77

Observation 143a6b99-c8e3-45bf-974d-737df00d2615 · outbound

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

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis

Reference 41

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source=pdf_text observed=2026-08-11T19:30:02.747175Z digest=sha256:157436b138db48088b2204bc1fbf9195bc3aa3be3770dac74427ce0e3cf27040

Observation 8218ed77-b1c5-4b27-b5c7-b17b7482aaf2 · outbound

This paper cites an unresolved cited work.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion Unresolved cited work

Reference 42

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source=pdf_text observed=2026-08-11T19:30:02.758072Z digest=sha256:e9b75bc0fc4f9d68750c4e182000dca25a56f756829461cb78f3294a838d5966

Observation 3eceb6e7-3261-4573-908c-94c083cb1d3f · outbound

This paper cites an unresolved cited work.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion Unresolved cited work

Reference 43

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source=pdf_text observed=2026-08-11T19:30:02.754475Z digest=sha256:1313e8e496e392664805e5f3f4ad70233ed288f3355b96a55c68cb026131cacd

Observation 6123403e-8e50-479f-b9e7-89bb1a461807 · outbound

This paper cites Progressive Distillation for Fast Sampling of Diffusion Models.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion Progressive Distillation for Fast Sampling of Diffusion Models

Reference 44

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source=pdf_text observed=2026-08-11T19:30:02.767001Z digest=sha256:532ecff1e75b94b32f8913159afdb94af88df234137b0e60df7af0bffdb46a5f

Observation 07f242c0-9b03-4b82-b7f8-84a41af68c78 · outbound

This paper cites an unresolved cited work.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion Unresolved cited work

Reference 45

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source=pdf_text observed=2026-08-11T19:30:02.762296Z digest=sha256:0b1074ce3c9cbc9598175e002f8fc894c76c496914895b23b3e21e33b30e9d5a

Observation 9de65491-2265-4f50-8bc0-8a2c9b8bace0 · outbound

This paper cites an unresolved cited work.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion Unresolved cited work

Reference 46

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-11T19:30:02.776074Z digest=sha256:150763d1efe7b2217cfa8ab4ed15cbe02d6db2efcfbbbb270170b5ce942713cb

Observation da25c825-8e55-4309-94fd-8c461c02dd31 · outbound

This paper cites an unresolved cited work.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion Unresolved cited work

Reference 47

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raw_fallback, observed 2026-08-11T19:30:03.787996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T19:30:02.771966Z digest=sha256:efef60aa425fd8cfe296bff5a69b35db07b5620ad8bab515a56bf53fee05bb74

Observation 05730a9b-087d-4208-9ddc-aa94efafcab0 · outbound

This paper cites Score-Based Generative Modeling through Stochastic Differential Equations.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion Score-Based Generative Modeling through Stochastic Differential Equations

Reference 48

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source=pdf_text observed=2026-08-11T19:30:02.796355Z digest=sha256:66cbdde4d113a689b8d1f0389487cb5f8ff4b7901f47406d41e3515ece0054a9

Observation 9b02fa66-0221-4eb5-bc64-4f50c589a2fd · outbound

This paper cites BitsFusion: 1.99 bits Weight Quantization of Diffusion Model.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion BitsFusion: 1.99 bits Weight Quantization of Diffusion Model

Reference 49

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source=pdf_text observed=2026-08-11T19:30:02.802245Z digest=sha256:06f5c0480f803889a3d95ea265e9e8dda8549fa7c2bc3596a9b5e9505116d6c6

Observation 384aaa76-64ea-482d-9172-9a010b9751ad · outbound

This paper cites Denoising Diffusion Implicit Models.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion Denoising Diffusion Implicit Models

Reference 50

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no resolver link, observed 2026-08-11T19:30:02.789395Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-11T19:30:02.789395Z digest=sha256:686cba14dd2f28f7c9fd090451d14d0ed25d86356324841a768b955a8fcfccd0

Observation 8b59fb97-ab35-4c37-9f90-98714b8ba39e · outbound

This paper cites Relay Diffusion: Unifying diffusion process across resolutions for image synthesis.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion Relay Diffusion: Unifying diffusion process across resolutions for image synthesis

Reference 51

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source=pdf_text observed=2026-08-11T19:30:02.811721Z digest=sha256:509c04a89fcfc829e04f61a479c598881af7fd5e64e673f8480192c096b3a603

Observation 9eb3c280-4cc9-48c3-8895-771a4ab2f9e7 · outbound

This paper cites Towards Accurate Post-training Quantization for Diffusion Models.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion Towards Accurate Post-training Quantization for Diffusion Models

Reference 52

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source=pdf_text observed=2026-08-11T19:30:02.816419Z digest=sha256:680ea6910617e30b3c64c8904d8bbdb405d6e0c401cc15ac60c5f17e2cb01d4a

Observation e1f5f6db-1891-4924-a52c-9445928066df · outbound

This paper cites Post-training Quantization for Text-to-Image Diffusion Models with Progressive Calibration and Activation Relaxing.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion Post-training Quantization for Text-to-Image Diffusion Models with Progressive Calibration and Activation Relaxing

Reference 53

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source=pdf_text observed=2026-08-11T19:30:02.806224Z digest=sha256:acf51a7d237c84901b758c21062716bc8f4842fe35df987bb22f004954679c4a

Observation 2dcceeca-9d46-49b0-905e-dd5b9ccb9aa1 · outbound

This paper cites an unresolved cited work.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion Unresolved cited work

Reference 54

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raw_fallback, observed 2026-08-11T19:30:03.737160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T19:30:02.826414Z digest=sha256:d0633bf0ecbd101e1fe24e650dfecd91ce5a2a18b5086212004ab08a0cd34c0a

Observation 90637a13-2180-4ba4-8ea5-69302c4b69e2 · outbound

This paper cites an unresolved cited work.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion Unresolved cited work

Reference 55

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raw_fallback, observed 2026-08-11T19:30:03.723593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T19:30:02.831823Z digest=sha256:ea9cbc5ceae5e6cdc1869fc795e2911776144ef9e3ac4e3f470c621df4983f2f

Observation 0c3f9c41-e932-4f82-96d8-e9cc7eb74e90 · outbound

This paper cites QuEST: Low-bit Diffusion Model Quantization via Efficient Selective Finetuning.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion QuEST: Low-bit Diffusion Model Quantization via Efficient Selective Finetuning

Reference 56

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-11T19:30:02.820574Z digest=sha256:8bdd470f7c66174565a246e19e6f28827ba3a82994128330b169974636fea81f

Observation 05ee4413-1840-443c-9d3b-9ced44728f55 · outbound

This paper cites an unresolved cited work.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion Unresolved cited work

Reference 57

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source=pdf_text observed=2026-08-11T19:30:02.846177Z digest=sha256:e4ce2f37dac80307b49dcc1144c323cbe39c5b4cd84f9c42c6021f7fe491c354

Observation 38568fde-534d-4aa8-a3a6-6f059f8b4a32 · outbound

This paper cites an unresolved cited work.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion Unresolved cited work

Reference 58

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unresolved
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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T19:30:02.854073Z digest=sha256:3234829a4426f3cc0d3605bcd7d22fb298fa5d5f19e995f18c8fd4a5bb271294

Observation 60c8ef83-30b2-4710-b456-9e5b731bb660 · outbound

This paper cites an unresolved cited work.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion Unresolved cited work

Reference 59

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source=pdf_text observed=2026-08-11T19:30:02.858276Z digest=sha256:96089dae56caba39f74651cea947d0c839d4b5b5eb6bcd95b0b58daa596ea0ac

Observation 468e0cf8-e9a2-4bff-a553-f0da55259ad6 · outbound

This paper cites QDrop: Randomly Dropping Quantization for Extremely Low-bit Post-Training Quantization.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion QDrop: Randomly Dropping Quantization for Extremely Low-bit Post-Training Quantization

Reference 60

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source=pdf_text observed=2026-08-11T19:30:02.841682Z digest=sha256:d442b9d957dbf428597e0255a288ab9a252c9072aa72530d62b1618560221753

Observation 26028d64-9433-4d91-b075-95b928297464 · outbound

This paper cites an unresolved cited work.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion Unresolved cited work

Reference 61

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T19:30:02.867790Z digest=sha256:94a8f71b0d1c083b3e4c97a2d8764df59970334c1971d1e57aca5d882da3cecc

Observation ac9614bd-8e5f-4983-8984-e8442b5e9c92 · outbound

This paper cites an unresolved cited work.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion Unresolved cited work

Reference 62

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source=pdf_text observed=2026-08-11T19:30:02.881135Z digest=sha256:5041012d8697406f1c4e63e0563a2132059cbb5a82fbc5b115d99d2597327291

Observation 2f253f8e-2f6f-4f3e-b2fc-ec27968a3472 · outbound

This paper cites Fast Sampling of Diffusion Models with Exponential Integrator.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion Fast Sampling of Diffusion Models with Exponential Integrator

Reference 63

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source=pdf_text observed=2026-08-11T19:30:02.885396Z digest=sha256:a40722e75576684f3ff71bbc44abee63b2a428b84e4b41d1e7cfaf310f37d056

Observation 6981897b-fe89-4661-8572-00d5049e204a · outbound

This paper cites gDDIM: Generalized denoising diffusion implicit models.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion gDDIM: Generalized denoising diffusion implicit models

Reference 64

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source=pdf_text observed=2026-08-11T19:30:02.889158Z digest=sha256:ce8c4b6f3935bc10a459b7ca466a4f2f78ea4f2facc6c4d3db94f80fd4e2b81a

Observation db096e2f-ba36-48da-94e2-bfeb136e93e0 · outbound

This paper cites Efficient Quantization Strategies for Latent Diffusion Models.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion Efficient Quantization Strategies for Latent Diffusion Models

Reference 65

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source=pdf_text observed=2026-08-11T19:30:02.862173Z digest=sha256:df4ae23b0fa9899df3bdc624711ea476f2c4c052381a772ed0418a04756c10b5

Observation ec6bffae-c406-4731-beac-b5f54a3ab9fd · outbound

This paper cites an unresolved cited work.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion Unresolved cited work

Reference 66

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unresolved
raw_fallback, observed 2026-08-11T19:30:03.617253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T19:30:02.898295Z digest=sha256:0413dec85fa8e48eabaee9c7e9b1db33e27bd66326267e802cb36ec276a4e087

Observation 16879a9d-e058-43a7-94c5-b9a065da313a · outbound

This paper cites Truncated Diffusion Probabilistic Models and Diffusion-based Adversarial Auto-Encoders.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion Truncated Diffusion Probabilistic Models and Diffusion-based Adversarial Auto-Encoders

Reference 71

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source=pdf_text observed=2026-08-11T19:30:02.894206Z digest=sha256:c221fa26ab12a2b6c8ce4f826b4c849b7ef2069dc01c2e926f79ce935e53bca9

Observation 51855bb4-e40d-49e4-ac0a-9c42d2a38daf · outbound

This paper cites Advances in neural information processing systems 30 (2017).

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion Advances in neural information processing systems 30 (2017)

Reference 2017

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verified fuzzy
raw_fallback, observed 2026-08-11T19:30:03.700163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T19:30:02.850150Z digest=sha256:66d391f8fe01e678573d86f2499c9c21795ddfec31685583da6d12c77e62a9b9

Observation ec68fa31-8bf9-4405-b032-a276bb7a2a5b · outbound

This paper cites Learning to Efficiently Sample from Diffusion Probabilistic Models.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion Learning to Efficiently Sample from Diffusion Probabilistic Models

Reference 2021

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-11T19:30:02.836450Z digest=sha256:c761b083f0adf987b5b39d5737c7a0bd4d98fe43294041d149573a00508677dc

Observation 75efcfff-a7b6-4497-9354-3cd2073cb2b9 · outbound

This paper cites Advances in Neural Information Processing Systems 35 (2022), 5775–5787.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion Advances in Neural Information Processing Systems 35 (2022), 5775–5787

Reference 2022

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source=pdf_text observed=2026-08-11T19:30:02.712177Z digest=sha256:976b8fab8e22e263b0b0c597d35760456ac4855a8a89c11f314cd1461e2214e8

Observation 9c3f92b4-c65f-4456-b826-0959621a21a7 · outbound

This paper cites Applied Intelligence 53, 6 (2023), 6266–6275.

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion Applied Intelligence 53, 6 (2023), 6266–6275

Reference 2023

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verified fuzzy
raw_fallback, observed 2026-08-11T19:30:03.641851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T19:30:02.875511Z digest=sha256:4222ed614a3e606b9f40a4946f6390c9ecb896ae7e2e9190bfb29624e2cc9989

Observation 0859a2c6-09c1-4ae8-972c-e92b07741db0 · outbound

This paper cites Advances in Neural Information Processing Systems 36 (2024).

Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion Advances in Neural Information Processing Systems 36 (2024)

Reference 2024

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-11T19:30:02.781924Z digest=sha256:92c8622b246522b28173f2f4fe023f3a49edfcb69d2f910e76696ade9d7f01ec

Pith citing papers

Observation 29ebaa53-46d2-4787-b624-38a70454da6d · inbound

Holding the FP8 Quality Ceiling at 8-Bit Weights and Activations: INT8 and GGUF Post-Training Quantization of Ideogram 4.0 for Consumer GPUs cites this paper.

Holding the FP8 Quality Ceiling at 8-Bit Weights and Activations: INT8 and GGUF Post-Training Quantization of Ideogram 4.0 for Consumer GPUs Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion

Reference 11

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verified exact
arxiv_id, observed 2026-07-03T10:17:58.022589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-06-27T10:05:40.235610Z digest=sha256:19c706145b115a8eb735981153f59c39d3b9cef3c4edb588c365fc34f34bd90d

Observation a265e2f1-c82d-44d3-9bde-6c36612f60ef · inbound

Smaller Models, Unexpected Costs: Trade-offs in LLM Quantization for Automated Program Repair cites this paper.

Smaller Models, Unexpected Costs: Trade-offs in LLM Quantization for Automated Program Repair Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion

Reference 28

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arxiv_id, observed 2026-07-04T14:39:57.843185Z

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-06-26T03:10:37.068739Z digest=sha256:f814ca3c51ce8783f409b9ec6742a5b3dce8f0cb39a0b6cc37e50d55efd09d30

Observation ca642362-c1cf-49b2-89d3-004a4acea143 · inbound

Smaller Models, Unexpected Costs: Trade-offs in LLM Quantization for Automated Program Repair cites this paper.

Smaller Models, Unexpected Costs: Trade-offs in LLM Quantization for Automated Program Repair Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion

Reference 28

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no resolver link, observed 2026-07-12T11:49:34.865484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T11:49:34.865484Z digest=sha256:dbb5578521b821e916058b0169f133215186ae044b15abdc2a47bfe90077f5bc