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Paper Citation Record · LEDGER

CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 47 inbound Pith citation observations for arXiv:2406.08070.

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

pith.paper-citation-record.v1
2406.08070 v2

Coverage vector

measured 0 of 0 reference resolution

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Source: paper_references, paper_reference_links

measured 47 of 47 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 47 of 47 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:37:50.062992Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-09T03:35:54.497029Z

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Outbound references

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Pith citing papers

Observation 63fee385-060b-4363-9846-1384657852a1 · inbound

Guiding a diffusion model using sliding windows cites this paper.

Guiding a diffusion model using sliding windows CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models

Reference 10

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source=pdf_text observed=2026-08-12T19:51:59.120380Z digest=sha256:5174eb9caa6f81e3bc2e9c27fc28b77f40f9c05867b486fcb24b5ab1694bc064

Observation ac70c763-bdfa-4fda-9fda-3d8d1878aa74 · inbound

ContrastiveCFG: Guiding Diffusion Sampling by Contrasting Positive and Negative Concepts cites this paper.

ContrastiveCFG: Guiding Diffusion Sampling by Contrasting Positive and Negative Concepts CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models

Reference 9

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source=pdf_text observed=2026-08-12T12:40:55.782792Z digest=sha256:84fcc2af2bd737c4b147bd42ab04104d2a202f84a965e4dfb7244a0f1cc04e56

Observation 2fac6f61-ce6c-467f-a610-1b20b2a3956e · inbound

DiffSLT: Enhancing Diversity in Sign Language Translation via Diffusion Model cites this paper.

DiffSLT: Enhancing Diversity in Sign Language Translation via Diffusion Model CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models

Reference 11

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source=pdf_text observed=2026-08-12T12:24:55.229448Z digest=sha256:d4618544e33f2a0ebfc18c2e185db5acec97dc3062e4110b0bd059be49af2774

Observation b79348d5-37f5-4c57-ab23-afde9c806ad0 · inbound

Spatiotemporal Skip Guidance for Enhanced Video Diffusion Sampling cites this paper.

Spatiotemporal Skip Guidance for Enhanced Video Diffusion Sampling CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models

Reference 6

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source=pdf_text observed=2026-08-12T11:14:14.988140Z digest=sha256:557b400a72053ca5a38fa721636b72c4b64af36d67320ab590ce6ceaddb4ae0e

Observation b2eb79b6-8ced-4cc1-b1bc-be5277167430 · inbound

A Noise is Worth Diffusion Guidance cites this paper.

A Noise is Worth Diffusion Guidance CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models

Reference 4

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source=pdf_text observed=2026-08-11T22:07:59.297379Z digest=sha256:cfb4eace9d5d0b62f1ca2ce9b73c75fe1a7f08a65af756c57a87ffba6146add3

Observation 27cee828-4824-4336-b441-3c05676afb7b · inbound

Inference-Time Diffusion Model Distillation cites this paper.

Inference-Time Diffusion Model Distillation CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models

Reference 5

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source=pdf_text observed=2026-08-11T17:33:53.548290Z digest=sha256:f8295c7a56965dee6c27baa2b2a33f97fdbbeafb74325247dfa21eb270dd1d4f

Observation b0757bd1-5f13-41c7-b17e-2d92f2a76085 · inbound

Zigzag Diffusion Sampling: Diffusion Models Can Self-Improve via Self-Reflection cites this paper.

Zigzag Diffusion Sampling: Diffusion Models Can Self-Improve via Self-Reflection CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models

Reference 5

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source=arxiv_source observed=2026-08-11T15:36:11.631782Z digest=sha256:80c72a1298552da9ef446d5f9ad6c1534934781fa5797f42aba969a6ddcabdae

Observation cbbed9a8-0424-4949-97fb-64cc350556bc · inbound

ContextMRI: Enhancing Compressed Sensing MRI through Metadata Conditioning cites this paper.

ContextMRI: Enhancing Compressed Sensing MRI through Metadata Conditioning CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models

Reference 6

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source=pdf_text observed=2026-08-10T21:39:36.194266Z digest=sha256:db19f54bd02e3d368ef52a481d34157c7859391380c575467131383fcde70bdc

Observation d5a2abb9-57c4-49ce-b02d-f56387a024b1 · inbound

Visual Generation Without Guidance cites this paper.

Visual Generation Without Guidance CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models

Reference 10

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source=arxiv_source observed=2026-08-10T14:26:21.733620Z digest=sha256:470d0bbfd0669e928550eb2309c40c9e1de7f9276afdfb029995a9c38a94489a

Observation abd6183d-6b23-4528-8bae-d71e89c8683f · inbound

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

REG: Rectified Gradient Guidance for Conditional Diffusion Models CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models

Reference 3

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source=pdf_text observed=2026-08-09T22:20:18.190945Z digest=sha256:f124fcfb550fd1a0c85e4f26a5755b0fb3b20e613f3990e37683f6557c70d93d

Observation 6d312cda-e11e-46ca-abe5-7d6bb89f6774 · inbound

Masked Autoencoders Are Effective Tokenizers for Diffusion Models cites this paper.

Masked Autoencoders Are Effective Tokenizers for Diffusion Models CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models

Reference 4

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source=pdf_text observed=2026-08-09T04:47:30.300523Z digest=sha256:a32f45ee0cb622c602ad54d091748892984644eace9c4e5a16f52c82d6a1f47d

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

Classifier-Free Guidance: From High-Dimensional Analysis to Generalized Guidance Forms cites this paper.

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

Reference 11

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source=pdf_text observed=2026-08-08T12:53:00.132958Z digest=sha256:1b9219bb0abaa461a007518414ba952312cb0668718c3a3d4333783a9d7fe5da

Observation 2299b1f6-a57e-4d82-b9fe-7a14181d294f · inbound

Towards Flow-Matching-based TTS without Classifier-Free Guidance cites this paper.

Towards Flow-Matching-based TTS without Classifier-Free Guidance CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models

Reference 31

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source=pdf_text observed=2026-08-16T05:37:50.062992Z digest=sha256:dcd5e8ce6289b120080689576620f4864383625496a98e673946c19f1180ff49

Observation cc5c1e92-ad84-4524-b373-abc182d1129e · inbound

Fast Text-to-Audio Generation with Adversarial Post-Training cites this paper.

Fast Text-to-Audio Generation with Adversarial Post-Training CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models

Reference 23

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source=pdf_text observed=2026-08-15T22:09:43.430832Z digest=sha256:8b0999d3ac96658b453159af6c2c457333a82b43ca856fdf20ec1296f39c6e31

Observation e5fe4d46-9394-48c6-8177-0d375d56278b · inbound

Self-Reflective Reinforcement Learning for Diffusion-based Image Reasoning Generation cites this paper.

Self-Reflective Reinforcement Learning for Diffusion-based Image Reasoning Generation CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models

Reference 4

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source=pdf_text observed=2026-08-07T13:14:36.001503Z digest=sha256:cb91aee4f2064252314cd6f3936f6ec54f1c03e9d0539ac8bb3158675b43f6ea

Observation 5a7edba7-0690-4ab5-9891-53090dc47463 · inbound

Synthesis of discrete-continuous quantum circuits with multimodal diffusion models cites this paper.

Synthesis of discrete-continuous quantum circuits with multimodal diffusion models CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models

Reference 52

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arxiv_id, observed 2026-05-19T11:42:15.927670Z

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-19T11:39:14.375702Z digest=sha256:5cc0e5807a1f2473358bebfdd88c8ff31e8d5287c19a5fe647b59dc586868048

Observation ecc8254a-6dcf-4120-9932-6208a433d84e · inbound

Contrastive Flow Matching cites this paper.

Contrastive Flow Matching CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models

Reference 9

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source=pdf_text observed=2026-08-07T10:31:22.854366Z digest=sha256:a621f959451327541908c5793c9efd9a2315af485f4bda750ee41e6a7f656f88

Observation 890997ab-001f-42e2-a30e-6535308e24ba · inbound

Diffusion Counterfactual Generation with Semantic Abduction cites this paper.

Diffusion Counterfactual Generation with Semantic Abduction CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models

Reference 16

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source=arxiv_source observed=2026-08-07T05:30:32.860568Z digest=sha256:01d173603eaff324e651718be7d395dc343eff903292b1356bb6562b3b946da0

Observation ee4b31c6-5311-4c76-afeb-10e61e7f148d · inbound

Angle Domain Guidance: Latent Diffusion Requires Rotation Rather Than Extrapolation cites this paper.

Angle Domain Guidance: Latent Diffusion Requires Rotation Rather Than Extrapolation CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models

Reference 4

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source=arxiv_source observed=2026-08-07T15:31:34.494950Z digest=sha256:131f0b9b1348cd46a7afec3d4c769864af5c7d920dd23653502fbd7009243493

Observation 67d084df-6703-450a-8f83-9baafd01578f · inbound

Factored Classifier-Free Guidance cites this paper.

Factored Classifier-Free Guidance CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models

Reference 6

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arxiv_id, observed 2026-05-19T09:32:16.917751Z

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-19T09:27:27.500706Z digest=sha256:a48bcdd73ad9f27be774f4c7cd3178b2c0902aebd83be45b4ac03444382ab665

Observation 6a5ef61f-bc44-4ec7-9de6-4af0e4c1b61b · inbound

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations cites this paper.

Ctrl-Z Sampling: Scaling Diffusion Sampling with Controlled Random Zigzag Explorations CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models

Reference 13

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source=pdf_text observed=2026-08-06T22:59:09.947114Z digest=sha256:fff19eb2992157d1200cfebc183323d04916426f81371ba9d5d5009f5e06f6cb

Observation 02ac7850-b16f-4c1d-b1a2-b3a53bda2b37 · inbound

APT: Adaptive Personalized Training for Diffusion Models with Limited Data cites this paper.

APT: Adaptive Personalized Training for Diffusion Models with Limited Data CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models

Reference 7

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source=pdf_text observed=2026-08-06T20:30:26.438878Z digest=sha256:3085a0c511c59cb756146787613ab04ef54819e2c6d74e9edeb678d594d960e3

Observation be4e158c-7752-40fc-a56a-0bb07f84098d · inbound

Hybrid Scandium Aluminum Nitride/Silicon Nitride Integrated Photonic Circuits cites this paper.

Hybrid Scandium Aluminum Nitride/Silicon Nitride Integrated Photonic Circuits CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models

Reference 7

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source=pdf_text observed=2026-08-06T10:17:00.754125Z digest=sha256:9ece7249be07f4280aaa72d4107f67453c321f415bd436ac97310a328f54d5f4

Observation 70d06877-5fa2-40bb-8277-3006e2d102ad · inbound

Steering Guidance for Personalized Text-to-Image Diffusion Models cites this paper.

Steering Guidance for Personalized Text-to-Image Diffusion Models CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models

Reference 7

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source=pdf_text observed=2026-08-06T10:18:02.792004Z digest=sha256:a2e32ca08dd5aadd466b0e3a9fe29f7fc721371cae267822225bcd83a031a660

Observation 10c260f2-01f9-4374-8829-6e847f81b4c1 · inbound

DiffIER: Optimizing Diffusion Models with Iterative Error Reduction cites this paper.

DiffIER: Optimizing Diffusion Models with Iterative Error Reduction CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models

Reference 6

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source=pdf_text observed=2026-08-05T19:03:04.804642Z digest=sha256:87d9e748d9babb5f7fd2b8f0bafef1c076f3c0f169614ecc2d0654669dff0d26

Observation 4c8f76b2-7df2-467d-ba51-cc68b1d6ada2 · inbound

Inference-Time Alignment Control for Diffusion Models with Reinforcement Learning Guidance cites this paper.

Inference-Time Alignment Control for Diffusion Models with Reinforcement Learning Guidance CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models

Reference 10

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source=arxiv_source observed=2026-08-05T14:42:22.185076Z digest=sha256:97c5e268945735df559183dbecb09ed2e85aa744d0d1af588e4dd10491b3b5ff

Observation 3ce673e2-29e8-48b4-a1ba-78d20f4a0e0f · inbound

Provable Diffusion Posterior Sampling for Bayesian Inversion cites this paper.

Provable Diffusion Posterior Sampling for Bayesian Inversion CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models

Reference 37

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source=arxiv_source observed=2026-08-03T17:55:13.910238Z digest=sha256:4e8dd5659e9f048af383601779641dda2249513098d049850c060f4867279fbb

Observation a9686242-ab3e-4707-9b6d-a46572bfdabb · inbound

It's Never Too Late: Noise Optimization for Collapse Recovery in Trained Diffusion Models cites this paper.

It's Never Too Late: Noise Optimization for Collapse Recovery in Trained Diffusion Models CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models

Reference 11

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arxiv_id, observed 2026-05-16T17:53:11.720168Z

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-16T17:51:32.439732Z digest=sha256:eaf5bb5d82f308790154cb2fc848167111232e18b7b7ea290df468ef8305cf0e

Observation f6c7f6c1-4911-4384-acf0-23c5dcfdd729 · inbound

Momentum Guidance: Plug-and-Play Guidance for Flow Models cites this paper.

Momentum Guidance: Plug-and-Play Guidance for Flow Models CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models

Reference 8

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source=pdf_text observed=2026-08-02T21:26:58.451058Z digest=sha256:8c26ce579ca1259bcd211dd37783ae1461d3193fc163df709004894755548caf

Observation 55a198b7-e61f-4f1c-bee4-9f0d34ebb1b4 · inbound

Reflective Flow Sampling Enhancement cites this paper.

Reflective Flow Sampling Enhancement CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models

Reference 33

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arxiv_id, observed 2026-05-15T15:31:11.191227Z

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-15T15:30:45.053146Z digest=sha256:095e7ed17336a16699fb787b4a27e9bec837a1f34c17875ca2e4faa00162e4c7

Observation ad9164a9-09ff-4e4b-8cc0-4c91e7de3759 · inbound

PureCC: Pure Learning for Text-to-Image Concept Customization cites this paper.

PureCC: Pure Learning for Text-to-Image Concept Customization CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models

Reference 5

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arxiv_id, observed 2026-05-21T11:10:02.187193Z

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-21T11:09:15.512162Z digest=sha256:e8b11ead94716ba607fd0d2b724ca8fee7a9081335047850da93e4df238dfa27

Observation 73ba6f41-b891-45e4-877a-139c31667a1d · inbound

Exploring Motion-Language Alignment for Text-driven Motion Generation cites this paper.

Exploring Motion-Language Alignment for Text-driven Motion Generation CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models

Reference 9

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arxiv_id, observed 2026-05-13T20:53:15.661899Z

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-13T20:52:17.036285Z digest=sha256:4f33247e674b3f17bd6cdd1efef7e6ad0e8aeaf9164533b1b9bcd7b97bfba3a1

Observation 1b51ba2b-e4fe-48d7-9cf0-7903765c0d82 · inbound

$Z^2$-Sampling: Zero-Cost Zigzag Trajectories for Semantic Alignment in Diffusion Models cites this paper.

$Z^2$-Sampling: Zero-Cost Zigzag Trajectories for Semantic Alignment in Diffusion Models CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models

Reference 6

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arxiv_id, observed 2026-05-11T21:06:15.190927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-08T06:41:04.597012Z digest=sha256:3a2123bd02ce0b053b3b23a971c5dde81a6a013a85ebe44ac18ab7a364d6a93b

Observation 904e3e70-496e-468d-9de2-05bd3bd8998e · inbound

GeoEdit: Local Frames for Fast, Training-Free On-Manifold Editing in Diffusion Models cites this paper.

GeoEdit: Local Frames for Fast, Training-Free On-Manifold Editing in Diffusion Models CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models

Reference 3

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arxiv_id, observed 2026-05-11T21:46:37.282984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-08T04:27:28.785804Z digest=sha256:c023b66e8f266f1cf9d7a066b8563e6d3207ea36a877700aaaed3c823807729a

Observation 778f1865-4353-41de-9c56-d3a9da2677ee · inbound

Exploring Time Conditioning in Diffusion Generative Models from Disjoint Noisy Data Manifolds cites this paper.

Exploring Time Conditioning in Diffusion Generative Models from Disjoint Noisy Data Manifolds CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models

Reference 65

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arxiv_id, observed 2026-05-11T23:31:15.459012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-07T16:52:29.681159Z digest=sha256:9280201dfa28d2cd0ade13136c258cab0a079b1f8606f0eaf28b2050d1f47ed8

Observation 939cc2ca-44f8-4f0c-8ea4-2678bbe76e77 · inbound

Delta Score Matters! Spatial Adaptive Multi Guidance in Diffusion Models cites this paper.

Delta Score Matters! Spatial Adaptive Multi Guidance in Diffusion Models CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models

Reference 4

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arxiv_id, observed 2026-05-12T09:26:25.152191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-07T11:08:23.853123Z digest=sha256:14b30599c72c5bbf424a5ab5a6bc6ee1b1f9dcdafbe8c93a2f201cd323b2e254

Observation 34da7924-f9d8-49ba-91e8-88ade69e9791 · inbound

P-Guide: Parameter-Efficient Prior Steering for Single-Pass CFG Inference cites this paper.

P-Guide: Parameter-Efficient Prior Steering for Single-Pass CFG Inference CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models

Reference 8

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T20:01:11.795154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-08T10:29:35.681841Z digest=sha256:87c5526dbe727a221b376428bc9e45bbfea84183440ffd33066c183a82e6746d

Observation d7bfadd4-7d15-4b57-95e4-7c8b157dbee8 · inbound

DCR: Counterfactual Attractor Guidance for Rare Compositional Generation cites this paper.

DCR: Counterfactual Attractor Guidance for Rare Compositional Generation CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models

Reference 8

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T19:01:11.080604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-08T13:06:56.964670Z digest=sha256:e00c045f270fd124092f5f1b678d25203cb39e037850f94877af7f0359bb793b

Observation 4aef3242-4845-477d-acdf-5a4fe144d07f · inbound

Embedding-perturbed Exploration Preference Optimization for Flow Models cites this paper.

Embedding-perturbed Exploration Preference Optimization for Flow Models CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models

Reference 12

Resolution
metadata mismatch
arxiv_id, observed 2026-05-20T18:38:52.892166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-20T18:33:52.933672Z digest=sha256:a95b5543c1106bcb1c9e40004077e94f4212742e07358e175224ab5a23ab7ecf

Observation fad3350f-22cb-4d2a-b6a9-36e4a9c41f10 · inbound

Probability-Conserving Flow Guidance cites this paper.

Probability-Conserving Flow Guidance CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models

Reference 3

Resolution
metadata mismatch
arxiv_id, observed 2026-05-20T05:48:04.596350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-20T05:44:00.004160Z digest=sha256:8ec0e2ec13c740f0298e077ad1766b06ec505da1305915cdd69d5b1b92485f81

Observation 06d7fa12-09e1-4b27-a0ef-d4c4af19770a · inbound

Live Music Diffusion Models: Efficient Fine-Tuning and Post-Training of Interactive Diffusion Music Generators cites this paper.

Live Music Diffusion Models: Efficient Fine-Tuning and Post-Training of Interactive Diffusion Music Generators CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-05-22T03:25:59.037820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-22T03:24:50.604019Z digest=sha256:28b45a98f511f54bc31902f4ceab35660b5ea1f84020a49b0179952408c5ac9f

Observation 7436908c-ed9c-44ff-aca5-cffbe696f721 · inbound

Frequency-Guided Action Diffusion via Sub-Frequency Manifold Traversal cites this paper.

Frequency-Guided Action Diffusion via Sub-Frequency Manifold Traversal CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models

Reference 26

Resolution
verified exact
arxiv_id, observed 2026-06-29T12:13:26.963392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-06-29T12:05:00.204261Z digest=sha256:79902ee046e26ebbaa1fad7b72caaa98b733ba8ceb5c1d5a56a2d91b49674fc7

Observation 44fe0950-b5b0-48e7-a229-c5af77aff481 · inbound

Awakening Diffusion Transformers: Eliciting Stronger Generation and Understanding via Massive Activation Modulation cites this paper.

Awakening Diffusion Transformers: Eliciting Stronger Generation and Understanding via Massive Activation Modulation CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models

Reference 23

Resolution
unresolved
no resolver link, observed 2026-07-12T05:46:45.293902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T05:46:45.293902Z digest=sha256:c1ee9cac54b13e13dad4944ef8cde65796c000b52d6a3fd64a8877a845ad52c5

Observation ddeffa63-38ee-4f07-95ee-54bd86685aaf · inbound

Guidance Breaks the Fitted Operator: A Terminal-Fitted Repair for Classifier-Free Guidance cites this paper.

Guidance Breaks the Fitted Operator: A Terminal-Fitted Repair for Classifier-Free Guidance CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models

Reference 3

Resolution
metadata mismatch
local_arxiv, observed 2026-07-09T03:35:54.498498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-07-09T03:28:06.789748Z digest=sha256:bd598bbbc9e686e152a2bfa159649d1cd2937478d1f37057f91fdb91b8b997f2

Observation 7d76ba66-aca8-4b81-9537-907806adc6ea · inbound

Integration Matters: Rollout-Based Training for Constrained Diffusion Models cites this paper.

Integration Matters: Rollout-Based Training for Constrained Diffusion Models CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-02T02:18:48.166368Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T02:18:48.166368Z digest=sha256:67e8a19d25f7288b13be82c86927fd264816c0903c981df021364f55258df2cb

Observation 2979a611-d133-40fa-8d7c-b62fe06ae6ba · inbound

TILT: Improving Compositional Generation in Diffusion Models with a Model-Intrinsic Reward cites this paper.

TILT: Improving Compositional Generation in Diffusion Models with a Model-Intrinsic Reward CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-02T13:55:30.123200Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T13:55:30.123200Z digest=sha256:edd8738b3d0d18aa3efc8c0651464f1c03353fffd4166e9234cc62aa8caa18d9

Observation ccd531b5-b87c-461e-9288-f5811f157f17 · inbound

TPD: Temporal Prior Decoupling for Text-to-Video Diffusion Models cites this paper.

TPD: Temporal Prior Decoupling for Text-to-Video Diffusion Models CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models

Reference 25

Resolution
unresolved
no resolver link, observed 2026-07-30T23:29:03.381066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-30T23:29:03.381066Z digest=sha256:986422168cf66a17717293b5f83829d67a4846d14e20fa564e065931dad06261