Paper Citation Record · LEDGER

Classifier-Free Guidance: From High-Dimensional Analysis to Generalized Guidance Forms

As of 18 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 3 inbound Pith citation observations for arXiv:2502.07849.

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

pith.paper-citation-record.v1
2502.07849 v2

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T12:53:00.508863Z

measured 52 of 52 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T22:20:18.204136Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T22:26:18.121448Z

Reference resolution

49 of 49 outbound references displayed

verified exact2
verified fuzzy7
unresolved37
parse uncertain0
malformed identifier3
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ae3aa185-7cfc-401c-92ab-a0c2f31b432a · outbound

This paper cites Memorization and Generalization in Generative Diffusion under the Manifold Hypothesis.

Classifier-Free Guidance: From High-Dimensional Analysis to Generalized Guidance Forms Memorization and Generalization in Generative Diffusion under the Manifold Hypothesis

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-08T12:52:59.883580Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48aa3789-23a3-4a07-aab8-3582cda5ead5 · outbound

This paper cites Consistency-diversity-realism Pareto fronts of conditional image generative models.

Classifier-Free Guidance: From High-Dimensional Analysis to Generalized Guidance Forms Consistency-diversity-realism Pareto fronts of conditional image generative models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-08T12:52:59.945665Z

Source-reported events for the cited work

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Observation 0bb86078-86b8-425e-b18e-b32df05f590a · outbound

This paper cites An Expectation-Maximization Algorithm for Training Clean Diffusion Models from Corrupted Observations.

Classifier-Free Guidance: From High-Dimensional Analysis to Generalized Guidance Forms An Expectation-Maximization Algorithm for Training Clean Diffusion Models from Corrupted Observations

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-08T12:53:00.038675Z

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Observation b3e8ff13-0276-472f-8467-77c72127f8a3 · outbound

This paper cites Generative diffusion in very large dimensions.Journal of Statistical Mechanics: Theory and Experiment, 2023(9):093402,.

Classifier-Free Guidance: From High-Dimensional Analysis to Generalized Guidance Forms Generative diffusion in very large dimensions.Journal of Statistical Mechanics: Theory and Experiment, 2023(9):093402,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:53:01.643457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7036cf6e-253b-48f1-8536-329fb6f1653b · outbound

This paper cites Dynamical Regimes of Diffusion Models.

Classifier-Free Guidance: From High-Dimensional Analysis to Generalized Guidance Forms Dynamical Regimes of Diffusion Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-08T12:53:00.119207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1a20e26-0fd3-4a02-9321-aa3f3d24f142 · outbound

This paper cites Classifier-Free Guidance is a Predictor-Corrector.

Classifier-Free Guidance: From High-Dimensional Analysis to Generalized Guidance Forms Classifier-Free Guidance is a Predictor-Corrector

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-08T12:53:00.123738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b11f1e51-2f73-49ba-9511-07d658fdfcdb · outbound

This paper cites an unresolved cited work.

Classifier-Free Guidance: From High-Dimensional Analysis to Generalized Guidance Forms Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:53:01.567072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ec8faef8-3ad7-4446-8c3f-b873348467e1 · outbound

This paper cites CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models.

Classifier-Free Guidance: From High-Dimensional Analysis to Generalized Guidance Forms CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-08T12:53:00.132958Z

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Observation cc9fb163-d20f-4cfa-b356-210fa11c8f99 · outbound

This paper cites Analysis of learning a flow-based generative model from limited sample complexity.

Classifier-Free Guidance: From High-Dimensional Analysis to Generalized Guidance Forms Analysis of learning a flow-based generative model from limited sample complexity

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-08T12:53:00.137222Z

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Observation c9c83f39-40d3-402f-9046-23d20c7c431f · outbound

This paper cites Imagenet: A large-scale hierarchical image database.

Classifier-Free Guidance: From High-Dimensional Analysis to Generalized Guidance Forms Imagenet: A large-scale hierarchical image database

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-08T12:53:00.141132Z

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Observation 18cec129-d465-4717-9e50-9c97508fdd09 · outbound

This paper cites Analysis of diffusion models for manifold data.arXiv preprint arXiv:2502.04339,.

Classifier-Free Guidance: From High-Dimensional Analysis to Generalized Guidance Forms Analysis of diffusion models for manifold data.arXiv preprint arXiv:2502.04339,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-08T12:53:00.145935Z

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Observation 57922fe6-88bc-4121-ae5b-45ac16d64927 · outbound

This paper cites EvalGIM: A Library for Evaluating Generative Image Models.

Classifier-Free Guidance: From High-Dimensional Analysis to Generalized Guidance Forms EvalGIM: A Library for Evaluating Generative Image Models

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-08T12:53:01.096940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8d64d8be-99b9-4e1d-935d-3b15138597d2 · outbound

This paper cites Guiding a Diffusion Model with a Bad Version of Itself.

Classifier-Free Guidance: From High-Dimensional Analysis to Generalized Guidance Forms Guiding a Diffusion Model with a Bad Version of Itself

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-08T12:53:00.163334Z

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Observation b1163e9b-baa9-4a81-82ee-fb1ae0d76e42 · outbound

This paper cites Critical windows: non-asymptotic theory for feature emergence in diffusion models.

Classifier-Free Guidance: From High-Dimensional Analysis to Generalized Guidance Forms Critical windows: non-asymptotic theory for feature emergence in diffusion models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-08T12:53:00.168063Z

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Observation 81f5e5ca-2bb3-4585-89e7-ff12e4f4b1a6 · outbound

This paper cites Unraveling the Smoothness Properties of Diffusion Models: A Gaussian Mixture Perspective.

Classifier-Free Guidance: From High-Dimensional Analysis to Generalized Guidance Forms Unraveling the Smoothness Properties of Diffusion Models: A Gaussian Mixture Perspective

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-08T12:53:00.172338Z

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Observation 61862e7e-1a15-47ec-af80-18c1c5bbad04 · outbound

This paper cites Microsoft coco: Common objects in context.

Classifier-Free Guidance: From High-Dimensional Analysis to Generalized Guidance Forms Microsoft coco: Common objects in context

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-08T12:53:00.176366Z

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Observation 4d2b84ab-06d4-453d-ac26-b83eab6c351b · outbound

This paper cites Flow Matching Guide and Code.

Classifier-Free Guidance: From High-Dimensional Analysis to Generalized Guidance Forms Flow Matching Guide and Code

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-08T12:53:00.185336Z

Source-reported events for the cited work

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Observation f23ffc8d-2655-4a46-b1a7-737153b2e25a · outbound

This paper cites Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow.

Classifier-Free Guidance: From High-Dimensional Analysis to Generalized Guidance Forms Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-08T12:53:00.213969Z

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Unavailable: canonical work link unavailable.

Observation 59c88683-697c-423a-ab9d-291cc64bbe84 · outbound

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

Classifier-Free Guidance: From High-Dimensional Analysis to Generalized Guidance Forms GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-08T12:53:00.267145Z

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Observation 11fcc5eb-7110-4a2f-8386-f124ee12d99a · outbound

This paper cites CADS: Unleashing the Diversity of Diffusion Models through Condition-Annealed Sampling.

Classifier-Free Guidance: From High-Dimensional Analysis to Generalized Guidance Forms CADS: Unleashing the Diversity of Diffusion Models through Condition-Annealed Sampling

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-08T12:53:00.307591Z

Source-reported events for the cited work

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Observation 2dbf9f21-71dd-415f-8bd9-29281d32c206 · outbound

This paper cites Manifolds, Random Matrices and Spectral Gaps: The geometric phases of generative diffusion.

Classifier-Free Guidance: From High-Dimensional Analysis to Generalized Guidance Forms Manifolds, Random Matrices and Spectral Gaps: The geometric phases of generative diffusion

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-08T12:53:00.409706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b051576-f874-48c8-b9d7-5c06dfe42a79 · outbound

This paper cites Theoretical Insights for Diffusion Guidance: A Case Study for Gaussian Mixture Models.

Classifier-Free Guidance: From High-Dimensional Analysis to Generalized Guidance Forms Theoretical Insights for Diffusion Guidance: A Case Study for Gaussian Mixture Models

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-08T12:53:00.421689Z

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Observation 6aafdc05-5c15-4d03-8af0-2523bf2552ff · outbound

This paper cites Rectified diffusion guidance for conditional generation.

Classifier-Free Guidance: From High-Dimensional Analysis to Generalized Guidance Forms Rectified diffusion guidance for conditional generation

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-08T12:53:00.427497Z

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Observation ac423554-a29f-4c4c-96ed-6756b9098bd3 · outbound

This paper cites Florence-2: Advancing a Unified Representation for a Variety of Vision Tasks.

Classifier-Free Guidance: From High-Dimensional Analysis to Generalized Guidance Forms Florence-2: Advancing a Unified Representation for a Variety of Vision Tasks

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-08T12:53:00.432294Z

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Observation d6895f07-25a7-48c6-82e1-2c5a609fa702 · outbound

This paper cites Nonequilbrium physics of generative diffusion models.

Classifier-Free Guidance: From High-Dimensional Analysis to Generalized Guidance Forms Nonequilbrium physics of generative diffusion models

Reference 34

Resolution: verified exact; local_arxiv, observed 2026-08-08T12:53:00.591773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b9b12a3a-5e0d-415a-aa99-538d6719c49f · outbound

This paper cites Characteristic Guidance: Non-linear Correction for Diffusion Model at Large Guidance Scale.

Classifier-Free Guidance: From High-Dimensional Analysis to Generalized Guidance Forms Characteristic Guidance: Non-linear Correction for Diffusion Model at Large Guidance Scale

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-08T12:53:00.443634Z

Source-reported events for the cited work

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Observation aefd932c-fbc2-421c-96a6-adf9405121d0 · outbound

This paper cites an unresolved cited work.

Classifier-Free Guidance: From High-Dimensional Analysis to Generalized Guidance Forms Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:53:01.616888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8e5f0a3a-366c-4dd8-b5d3-060539fe18fb · outbound

This paper cites transverse.

Classifier-Free Guidance: From High-Dimensional Analysis to Generalized Guidance Forms transverse

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:53:01.604850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6b5f0070-c291-49cd-8081-d40914af8477 · outbound

This paper cites transverse.

Classifier-Free Guidance: From High-Dimensional Analysis to Generalized Guidance Forms transverse

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:53:01.592193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 479dd196-1e90-4fcc-b27a-a14aad113437 · outbound

This paper cites Table 2 Assets used for our work.

Classifier-Free Guidance: From High-Dimensional Analysis to Generalized Guidance Forms Table 2 Assets used for our work

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:53:01.579757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 045d483b-f623-40bd-8384-efa9b3e678ed · outbound

This paper cites The last two plots correspond to the actual trajectories projected onto the target mean +⃗ mfor values ofω∈{ 0., 5., 10., 15., 20.}.

Classifier-Free Guidance: From High-Dimensional Analysis to Generalized Guidance Forms The last two plots correspond to the actual trajectories projected onto the target mean +⃗ mfor values ofω∈{ 0., 5., 10., 15., 20.}

Reference 41

Resolution: malformed identifier; raw_fallback, observed 2026-08-08T12:53:01.554847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f301b62c-456a-4b24-a6a7-63e453b52484 · outbound

This paper cites In Figure 10, we use DiT/XL-2 model trained on 2, 500 and 1000 classes.

Classifier-Free Guidance: From High-Dimensional Analysis to Generalized Guidance Forms In Figure 10, we use DiT/XL-2 model trained on 2, 500 and 1000 classes

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:53:01.541940Z

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Observation 0fb4fefd-3047-4301-8850-aa1d09a255b2 · outbound

This paper cites an unresolved cited work.

Classifier-Free Guidance: From High-Dimensional Analysis to Generalized Guidance Forms Unresolved cited work

Reference 43

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Observation 083e879c-e4c1-47cf-be17-ab39a14e1792 · outbound

This paper cites In Table 4 present additional quantitative evaluations of our method, focusing on diversity and coverage metrics (as described in Hall et al.

Classifier-Free Guidance: From High-Dimensional Analysis to Generalized Guidance Forms In Table 4 present additional quantitative evaluations of our method, focusing on diversity and coverage metrics (as described in Hall et al

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:53:01.517839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 76bdad64-480a-42da-a01f-38b57f411698 · outbound

This paper cites As demonstrated in the main manuscript, power-law CFG generally outperforms standard CFG (indicated by arrows in the table).

Classifier-Free Guidance: From High-Dimensional Analysis to Generalized Guidance Forms As demonstrated in the main manuscript, power-law CFG generally outperforms standard CFG (indicated by arrows in the table)

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T12:53:01.504030Z

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Observation 32381ed7-ccdb-435d-a8b7-8c3209eabf54 · outbound

This paper cites steps α ω FID (↓) IS (↑) Precision (↑) Recall (↑) sFID (↓) Stand.

Classifier-Free Guidance: From High-Dimensional Analysis to Generalized Guidance Forms steps α ω FID (↓) IS (↑) Precision (↑) Recall (↑) sFID (↓) Stand

Reference 47

Resolution: malformed identifier; raw_fallback, observed 2026-08-08T12:53:01.478514Z

Source-reported events for the cited work

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Observation bf10e422-4591-4911-aad0-9b75cf8d1e9e · outbound

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Classifier-Free Guidance: From High-Dimensional Analysis to Generalized Guidance Forms Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:53:01.466352Z

Source-reported events for the cited work

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Observation 4700e18e-93e7-44db-bb04-5be900f98b11 · outbound

This paper cites an unresolved cited work.

Classifier-Free Guidance: From High-Dimensional Analysis to Generalized Guidance Forms Unresolved cited work

Reference 256

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:53:01.491269Z

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Observation a8e8276d-c221-44a1-88b5-2f566eb7fbb2 · outbound

This paper cites Analysis of Classifier-Free Guidance Weight Schedulers.

Classifier-Free Guidance: From High-Dimensional Analysis to Generalized Guidance Forms Analysis of Classifier-Free Guidance Weight Schedulers

Reference 2009

Resolution: unresolved; no resolver link, observed 2026-08-08T12:53:00.415763Z

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Observation 8bf3df5f-8aca-4a09-a9fb-00608b3fc5b0 · outbound

This paper cites Flow Matching for Generative Modeling.

Classifier-Free Guidance: From High-Dimensional Analysis to Generalized Guidance Forms Flow Matching for Generative Modeling

Reference 2014

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Observation 5c2e3f80-775c-46b1-af59-cfe2aa30ae6d · outbound

This paper cites Deep Unsupervised Learning using Nonequilibrium Thermodynamics.

Classifier-Free Guidance: From High-Dimensional Analysis to Generalized Guidance Forms Deep Unsupervised Learning using Nonequilibrium Thermodynamics

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-08T12:53:00.389485Z

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Observation cf8fd088-9dfa-462f-a9a9-f2f4e0e2e897 · outbound

This paper cites A Phase Transition in Diffusion Models Reveals the Hierarchical Nature of Data.

Classifier-Free Guidance: From High-Dimensional Analysis to Generalized Guidance Forms A Phase Transition in Diffusion Models Reveals the Hierarchical Nature of Data

Reference 2016

Resolution: unresolved; no resolver link, observed 2026-08-08T12:53:00.345399Z

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Observation 3c2a5280-f38b-4c95-8193-648f8d465707 · outbound

This paper cites Classifier-Free Diffusion Guidance.

Classifier-Free Guidance: From High-Dimensional Analysis to Generalized Guidance Forms Classifier-Free Diffusion Guidance

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-08T12:53:00.154245Z

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Observation b1bff04f-95e2-4270-91c0-194a5d4362bc · outbound

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Classifier-Free Guidance: From High-Dimensional Analysis to Generalized Guidance Forms Unresolved cited work

Reference 2020

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Observation 4a758e6c-e951-4105-8938-4711c52d7ea6 · outbound

This paper cites What does guidance do? A fine-grained analysis in a simple setting.

Classifier-Free Guidance: From High-Dimensional Analysis to Generalized Guidance Forms What does guidance do? A fine-grained analysis in a simple setting

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-08T12:53:00.128211Z

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Observation 7183bba3-097b-4cb9-a62d-52ba07bb39e2 · outbound

This paper cites Denoising Diffusion Probabilistic Models.

Classifier-Free Guidance: From High-Dimensional Analysis to Generalized Guidance Forms Denoising Diffusion Probabilistic Models

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-08T12:53:00.158828Z

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Observation 4060be92-d7f9-4166-8d3c-ea01e88b666d · outbound

This paper cites Optimizing Noise Schedules of Generative Models in High Dimensionss.

Classifier-Free Guidance: From High-Dimensional Analysis to Generalized Guidance Forms Optimizing Noise Schedules of Generative Models in High Dimensionss

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-08T12:52:59.898242Z

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Observation 3c6fb93c-0c49-4b0f-81ab-7e52dd579c6d · outbound

This paper cites A Very Effective and Simple Diffusion Reconstruction for the Diluted Ising Model.

Classifier-Free Guidance: From High-Dimensional Analysis to Generalized Guidance Forms A Very Effective and Simple Diffusion Reconstruction for the Diluted Ising Model

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-08T12:52:59.991419Z

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Observation 4151b1df-9ebe-4f38-b01c-0f44a201e622 · outbound

This paper cites Stochastic Interpolants: A Unifying Framework for Flows and Diffusions.

Classifier-Free Guidance: From High-Dimensional Analysis to Generalized Guidance Forms Stochastic Interpolants: A Unifying Framework for Flows and Diffusions

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-08T12:52:59.889719Z

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Pith citing papers

Observation abdf9dae-55b2-47a0-adf4-611d7d6323ea · inbound

REG: Rectified Gradient Guidance for Conditional Diffusion Models cites this paper.

REG: Rectified Gradient Guidance for Conditional Diffusion Models Classifier-Free Guidance: From High-Dimensional Analysis to Generalized Guidance Forms

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-09T22:20:18.204136Z

Source-reported events for the cited work

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Observation ec51dfe9-27da-4004-b7e9-4c054eee6d94 · inbound

Conditional Diffusion Models with Classifier-Free Gibbs-like Guidance cites this paper.

Conditional Diffusion Models with Classifier-Free Gibbs-like Guidance Classifier-Free Guidance: From High-Dimensional Analysis to Generalized Guidance Forms

Reference 27

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Observation 9a2d6b65-a011-4728-97fe-ddcce2e93a0f · inbound

Are we really tilting? The mechanics of reward guidance in flow and diffusion models cites this paper.

Are we really tilting? The mechanics of reward guidance in flow and diffusion models Classifier-Free Guidance: From High-Dimensional Analysis to Generalized Guidance Forms

Reference 43

Resolution: verified exact; arxiv_id, observed 2026-07-01T22:26:18.122960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.