Paper Citation Record · LEDGER

Efficient Controllable Diffusion via Optimal Classifier Guidance

As of 10 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 1 inbound Pith citation observation for arXiv:2505.21666.

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

pith.paper-citation-record.v1
2505.21666 v1

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:35:55.844205Z

measured 48 of 48 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-20T19:48:17.049547Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-20T19:48:57.285015Z

Reference resolution

47 of 47 outbound references displayed

verified exact2
verified fuzzy12
unresolved33
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e320b79c-585b-44b9-940e-133aa30dfccd · outbound

This paper cites Reinforcement learning: Theory and algorithms.

Efficient Controllable Diffusion via Optimal Classifier Guidance Reinforcement learning: Theory and algorithms

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:35:59.582619Z

Source-reported events for the cited work

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Observation e7d50b61-8f4d-401e-b59c-cf24be03b13f · outbound

This paper cites Reverse-time diffusion equation models.

Efficient Controllable Diffusion via Optimal Classifier Guidance Reverse-time diffusion equation models

Reference 2

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Source-reported events for the cited work

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Observation 4c98874e-a4ca-48c2-a2f3-1a8f85ea0ff1 · outbound

This paper cites Ledsam, Agnieszka Grabska-Barwinska, Kyle R.

Efficient Controllable Diffusion via Optimal Classifier Guidance Ledsam, Agnieszka Grabska-Barwinska, Kyle R

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T13:35:50.981168Z

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Observation d4ec4a4c-4682-4607-b80f-de2f07892154 · outbound

This paper cites Training diffusion models with reinforcement learning, 2024.

Efficient Controllable Diffusion via Optimal Classifier Guidance Training diffusion models with reinforcement learning, 2024

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T13:35:51.082274Z

Source-reported events for the cited work

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Observation 0f3d4c93-fd4a-4f49-8b35-a35a3f09b8b8 · outbound

This paper cites Prediction, learning, and games.

Efficient Controllable Diffusion via Optimal Classifier Guidance Prediction, learning, and games

Reference 5

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Source-reported events for the cited work

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Observation 91d691da-8a0c-4b59-ac0d-ce601880796f · outbound

This paper cites Improved analysis of score-based generative modeling: User-friendly bounds under minimal smoothness assumptions.

Efficient Controllable Diffusion via Optimal Classifier Guidance Improved analysis of score-based generative modeling: User-friendly bounds under minimal smoothness assumptions

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:35:59.277240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1e86bae1-ebd7-44d9-9cbe-a962ca9ace3d · outbound

This paper cites Sampling is as easy as learning the score: theory for diffusion models with minimal data assumptions.

Efficient Controllable Diffusion via Optimal Classifier Guidance Sampling is as easy as learning the score: theory for diffusion models with minimal data assumptions

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T13:35:51.426915Z

Source-reported events for the cited work

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Observation ea71e4fa-c31d-4f4c-b869-de15b8fee1fb · outbound

This paper cites Convergence Of Consistency Model With Multistep Sampling Under General Data Assumptions.

Efficient Controllable Diffusion via Optimal Classifier Guidance Convergence Of Consistency Model With Multistep Sampling Under General Data Assumptions

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T13:35:51.525957Z

Source-reported events for the cited work

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Observation 111a84dc-c58d-4cf0-ac56-2f6a7607deaa · outbound

This paper cites Diffusion posterior sampling for general noisy inverse problems.

Efficient Controllable Diffusion via Optimal Classifier Guidance Diffusion posterior sampling for general noisy inverse problems

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:35:59.110072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 312e47ae-6559-4b7b-b0bb-49f44ad91bfd · outbound

This paper cites an unresolved cited work.

Efficient Controllable Diffusion via Optimal Classifier Guidance Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:35:58.913945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8470793f-c27b-4b34-aa37-002351d6d697 · outbound

This paper cites Particle methods: An introduction with applications.

Efficient Controllable Diffusion via Optimal Classifier Guidance Particle methods: An introduction with applications

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:35:58.769288Z

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 73fd9000-21f4-49c7-90cc-04ea9b7d24ba · outbound

This paper cites an unresolved cited work.

Efficient Controllable Diffusion via Optimal Classifier Guidance Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:35:58.650703Z

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7f356624-82e1-4090-8548-e491ca06e924 · outbound

This paper cites Diffusion Models Beat GANs on Image Synthesis.

Efficient Controllable Diffusion via Optimal Classifier Guidance Diffusion Models Beat GANs on Image Synthesis

Reference 13

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Observation d6965fab-6c88-428d-8f66-1975195fbee5 · outbound

This paper cites an unresolved cited work.

Efficient Controllable Diffusion via Optimal Classifier Guidance Unresolved cited work

Reference 14

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e554284a-6d25-47a7-b933-c8e91ed80e86 · outbound

This paper cites DPOK: Reinforcement Learning for Fine-tuning Text-to-Image Diffusion Models.

Efficient Controllable Diffusion via Optimal Classifier Guidance DPOK: Reinforcement Learning for Fine-tuning Text-to-Image Diffusion Models

Reference 15

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Observation 51750b43-8fb0-49ae-b43e-37b9d84f058d · outbound

This paper cites Online convex optimization in the bandit setting: gradient descent without a gradient.

Efficient Controllable Diffusion via Optimal Classifier Guidance Online convex optimization in the bandit setting: gradient descent without a gradient

Reference 16

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Source-reported events for the cited work

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Observation a368d61a-bd03-4875-8d09-8fc017794761 · outbound

This paper cites The Statistical Complexity of Interactive Decision Making.

Efficient Controllable Diffusion via Optimal Classifier Guidance The Statistical Complexity of Interactive Decision Making

Reference 17

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Observation aaa469f1-ab79-4fed-a381-eced19bea5db · outbound

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

Efficient Controllable Diffusion via Optimal Classifier Guidance Gans trained by a two time-scale update rule converge to a local nash equilibrium

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T13:35:52.599152Z

Source-reported events for the cited work

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Observation 23d73fbc-d618-44cd-a739-a2acc3230673 · outbound

This paper cites Classifier-Free Diffusion Guidance.

Efficient Controllable Diffusion via Optimal Classifier Guidance Classifier-Free Diffusion Guidance

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T13:35:52.680634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6525ceb-3ab7-467f-9e5b-1dc4f53c0be6 · outbound

This paper cites Denoising diffusion probabilistic models.

Efficient Controllable Diffusion via Optimal Classifier Guidance Denoising diffusion probabilistic models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T13:35:52.839014Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a72e928-00ed-451c-aec8-0f26999b582e · outbound

This paper cites Imagen Video: High Definition Video Generation with Diffusion Models.

Efficient Controllable Diffusion via Optimal Classifier Guidance Imagen Video: High Definition Video Generation with Diffusion Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T13:35:52.956830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e08cf41e-8cbc-4fe4-a431-fb613755e2da · outbound

This paper cites Equivariant diffusion for molecule generation in 3d.

Efficient Controllable Diffusion via Optimal Classifier Guidance Equivariant diffusion for molecule generation in 3d

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:35:58.227611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b300ba7d-577c-47d2-9a58-37c9d483bdc5 · outbound

This paper cites Derivative-Free Guidance in Continuous and Discrete Diffusion Models with Soft Value-Based Decoding.

Efficient Controllable Diffusion via Optimal Classifier Guidance Derivative-Free Guidance in Continuous and Discrete Diffusion Models with Soft Value-Based Decoding

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T13:35:53.244828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e6b5854-1167-44b5-8b3c-69da21fe4bd6 · outbound

This paper cites Controlled Decoding from Language Models.

Efficient Controllable Diffusion via Optimal Classifier Guidance Controlled Decoding from Language Models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T13:35:53.364878Z

Source-reported events for the cited work

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Observation 38de6df6-0cdd-4e10-ab4c-44e8f768bf6b · outbound

This paper cites Unlocking guidance for discrete state-space diffusion and flow models.

Efficient Controllable Diffusion via Optimal Classifier Guidance Unlocking guidance for discrete state-space diffusion and flow models

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:35:58.051307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 91fdf053-4d34-4f38-b4fd-41e3e264bfb1 · outbound

This paper cites RL for Consistency Models: Faster Reward Guided Text-to-Image Generation.

Efficient Controllable Diffusion via Optimal Classifier Guidance RL for Consistency Models: Faster Reward Guided Text-to-Image Generation

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T13:35:53.528157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d73bf03-13a2-4e66-a313-ad1c216a62b9 · outbound

This paper cites Aligning text-to-image diffusion models with reward backpropagation, 2023.

Efficient Controllable Diffusion via Optimal Classifier Guidance Aligning text-to-image diffusion models with reward backpropagation, 2023

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T13:35:53.646225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7bf87574-11ac-42e8-940e-27b92e4d3710 · outbound

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

Efficient Controllable Diffusion via Optimal Classifier Guidance High-resolution image synthesis with latent diffusion models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T13:35:53.728105Z

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Observation 77cdfb21-4813-4681-957e-74602518e24f · outbound

This paper cites Reinforcement and Imitation Learning via Interactive No-Regret Learning.

Efficient Controllable Diffusion via Optimal Classifier Guidance Reinforcement and Imitation Learning via Interactive No-Regret Learning

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T13:35:53.861689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7431e84-8d96-43e5-a2d8-8cfb4bf84ce0 · outbound

This paper cites A reduction of imitation learning and structured prediction to no-regret online learning.

Efficient Controllable Diffusion via Optimal Classifier Guidance A reduction of imitation learning and structured prediction to no-regret online learning

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:35:57.781828Z

Source-reported events for the cited work

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Observation 7e51db02-dfd6-4d72-81b0-fabeec099c3a · outbound

This paper cites Photorealistic text-to-image diffusion models with deep language understanding.

Efficient Controllable Diffusion via Optimal Classifier Guidance Photorealistic text-to-image diffusion models with deep language understanding

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T13:35:54.066827Z

Source-reported events for the cited work

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Observation 521761c0-120f-4829-9102-640140820d80 · outbound

This paper cites Sahoo, Marianne Arriola, Yair Schiff, Aaron Gokaslan, Edgar Marroquin, Justin T.

Efficient Controllable Diffusion via Optimal Classifier Guidance Sahoo, Marianne Arriola, Yair Schiff, Aaron Gokaslan, Edgar Marroquin, Justin T

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:35:57.621308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c0e45e15-bcb3-45ef-85cd-0bbb873c6e95 · outbound

This paper cites Sample, Ban Wang, David W.

Efficient Controllable Diffusion via Optimal Classifier Guidance Sample, Ban Wang, David W

Reference 33

Resolution: verified exact; doi, observed 2026-08-07T13:35:56.038585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4422cad5-ca07-4680-be63-b1818f92f079 · outbound

This paper cites Proximal Policy Optimization Algorithms.

Efficient Controllable Diffusion via Optimal Classifier Guidance Proximal Policy Optimization Algorithms

Reference 34

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Observation de62b37f-f5b2-4222-a82c-231e8030d172 · outbound

This paper cites Laion aesthetics.

Efficient Controllable Diffusion via Optimal Classifier Guidance Laion aesthetics

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:35:57.335915Z

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9f824062-c01e-47dd-9f96-c55eb9b03ce2 · outbound

This paper cites Online learning and online convex optimization.

Efficient Controllable Diffusion via Optimal Classifier Guidance Online learning and online convex optimization

Reference 36

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Observation afe12a05-20b4-4804-aba4-47e3e14e99db · outbound

This paper cites Denoising diffusion implicit models.

Efficient Controllable Diffusion via Optimal Classifier Guidance Denoising diffusion implicit models

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T13:35:54.660337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a39ffa9b-7fb5-42b1-93ca-dd4c20a656ae · outbound

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

Efficient Controllable Diffusion via Optimal Classifier Guidance Score-based generative modeling through stochastic differential equations

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:35:57.017670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4faf8b09-8e49-4081-a0f1-4c9f7e74a7ce · outbound

This paper cites Online non-convex learning: Following the perturbed leader is optimal.

Efficient Controllable Diffusion via Optimal Classifier Guidance Online non-convex learning: Following the perturbed leader is optimal

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T13:35:54.952572Z

Source-reported events for the cited work

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Observation c95d834f-f392-4f10-845a-5665aee99bc9 · outbound

This paper cites Deeply aggrevated: Differentiable imitation learning for sequential prediction.

Efficient Controllable Diffusion via Optimal Classifier Guidance Deeply aggrevated: Differentiable imitation learning for sequential prediction

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:35:56.831713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f68814dd-b9b8-48bf-b305-3cb447500ae0 · outbound

This paper cites Diffusion probabilistic modeling of protein backbones in 3D for the motif-scaffolding problem.

Efficient Controllable Diffusion via Optimal Classifier Guidance Diffusion probabilistic modeling of protein backbones in 3D for the motif-scaffolding problem

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T13:35:55.131666Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3e6b05c-46e4-4434-816b-5f15962cde06 · outbound

This paper cites Fine-tuning of continuous-time diffusion models as entropy-regularized control, 2024 a.

Efficient Controllable Diffusion via Optimal Classifier Guidance Fine-tuning of continuous-time diffusion models as entropy-regularized control, 2024 a

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:35:56.614339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c6716728-b669-4148-9752-cb810132f004 · outbound

This paper cites Feedback Efficient Online Fine-Tuning of Diffusion Models.

Efficient Controllable Diffusion via Optimal Classifier Guidance Feedback Efficient Online Fine-Tuning of Diffusion Models

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T13:35:55.408711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7db38395-0fb1-41fc-845e-d6c8e32f7c40 · outbound

This paper cites The Central Role of the Loss Function in Reinforcement Learning.

Efficient Controllable Diffusion via Optimal Classifier Guidance The Central Role of the Loss Function in Reinforcement Learning

Reference 44

Resolution: verified exact; local_arxiv, observed 2026-08-07T13:35:56.301881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1d242014-f72f-4238-9e5e-cff2378c7613 · outbound

This paper cites Practical and asymptotically exact conditional sampling in diffusion models.

Efficient Controllable Diffusion via Optimal Classifier Guidance Practical and asymptotically exact conditional sampling in diffusion models

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T13:35:55.617283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d42253b-37d2-4b19-a7dc-bc70c06ec089 · outbound

This paper cites Q : Provably optimal distributional rl for llm post-training.

Efficient Controllable Diffusion via Optimal Classifier Guidance Q : Provably optimal distributional rl for llm post-training

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T13:35:55.747176Z

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Observation 387490e6-3a5d-493b-bad8-ceea850e769e · outbound

This paper cites Maximum entropy inverse reinforcement learning.

Efficient Controllable Diffusion via Optimal Classifier Guidance Maximum entropy inverse reinforcement learning

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-07T13:35:55.844205Z

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Unavailable: canonical work link unavailable.

Pith citing papers

Observation dbf1b86c-b20a-40c2-b057-910954ff97af · inbound

Do Less, Achieve More: Do We Need Every-Step Optimization for RL Fine-tuning of Diffusion Models? cites this paper.

Do Less, Achieve More: Do We Need Every-Step Optimization for RL Fine-tuning of Diffusion Models? Efficient Controllable Diffusion via Optimal Classifier Guidance

Reference 35

Resolution: verified exact; arxiv_id, observed 2026-05-20T19:48:57.286646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.