Non-asymptotic convergence bound of conditional diffusion models | Paper Citation Record

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This paper cites Deep unsupervised learning using nonequilibrium thermodynamics.

Non-asymptotic convergence bound of conditional diffusion models Deep unsupervised learning using nonequilibrium thermodynamics

Reference 1

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This paper cites Denoising diffusion probabilistic models.

Non-asymptotic convergence bound of conditional diffusion models Denoising diffusion probabilistic models

Reference 2

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This paper cites Generative modeling by estimating gradients of the data distribution.

Non-asymptotic convergence bound of conditional diffusion models Generative modeling by estimating gradients of the data distribution

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This paper cites Diffusion models beat gans on image synthesis.

Non-asymptotic convergence bound of conditional diffusion models Diffusion models beat gans on image synthesis

Reference 4

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

Non-asymptotic convergence bound of conditional diffusion models High-resolution image synthesis with latent diffusion models

Reference 5

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This paper cites Adding conditional control to text-to-image diffusion models.

Non-asymptotic convergence bound of conditional diffusion models Adding conditional control to text-to-image diffusion models

Reference 6

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Observation 29685707-4c38-4954-b162-8203e7b27fcf · outbound

This paper cites Conditional text image generation with diffusion models.

Non-asymptotic convergence bound of conditional diffusion models Conditional text image generation with diffusion models

Reference 7

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Observation c574bcf0-7bde-4615-ab1e-caf6ce7cf5fb · outbound

This paper cites Seeing beyond the brain: Conditional diffusion model with sparse masked modeling for vision decoding.

Non-asymptotic convergence bound of conditional diffusion models Seeing beyond the brain: Conditional diffusion model with sparse masked modeling for vision decoding

Reference 8

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Observation a9db21f2-4b2b-4976-bd34-0edb531e35ac · outbound

This paper cites Structured denoising diffusion models in discrete state-spaces.

Non-asymptotic convergence bound of conditional diffusion models Structured denoising diffusion models in discrete state-spaces

Reference 9

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Observation f79b687a-8a68-417b-a5cf-1e116a44b4da · outbound

This paper cites Diffusion-lm improves controllable text generation.

Non-asymptotic convergence bound of conditional diffusion models Diffusion-lm improves controllable text generation

Reference 10

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Observation 3c716e81-ce2b-47df-b3e4-47fe507eea70 · outbound

This paper cites Diffusion Models for Non-autoregressive Text Generation: A Survey.

Non-asymptotic convergence bound of conditional diffusion models Diffusion Models for Non-autoregressive Text Generation: A Survey

Reference 11

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Observation 325d4e2d-8f63-4d5a-afba-e97fa0edbdd9 · outbound

This paper cites Ar-diffusion: Auto-regressive diffusion model for text generation.

Non-asymptotic convergence bound of conditional diffusion models Ar-diffusion: Auto-regressive diffusion model for text generation

Reference 12

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Observation 7858d788-b93d-459b-a8d1-59faa9e92fe7 · outbound

This paper cites Egdiff: An experiment-guided diffusion model for protein.

Non-asymptotic convergence bound of conditional diffusion models Egdiff: An experiment-guided diffusion model for protein

Reference 13

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Observation 5573d297-7bb3-462b-a3e7-bcd9b418a605 · outbound

This paper cites Deep learning for inferring gene relationships from single-cell expression data.

Non-asymptotic convergence bound of conditional diffusion models Deep learning for inferring gene relationships from single-cell expression data

Reference 14

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Observation 8d3fc7de-cd71-431d-b182-62f7efe6fa4a · outbound

This paper cites Ai-driven antibody design with generative diffusion models: current insights and future directions.

Non-asymptotic convergence bound of conditional diffusion models Ai-driven antibody design with generative diffusion models: current insights and future directions

Reference 15

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Observation 3c35b9bf-8f43-4b9f-ad2c-6dcf3c370472 · outbound

This paper cites A conditional protein diffusion model generates artificial programmable endonuclease sequences with enhanced activity.

Non-asymptotic convergence bound of conditional diffusion models A conditional protein diffusion model generates artificial programmable endonuclease sequences with enhanced activity

Reference 16

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Observation 01cdc8c5-33b9-4b4c-96fb-2195d7e5352f · outbound

This paper cites Generative adversarial networks.

Non-asymptotic convergence bound of conditional diffusion models Generative adversarial networks

Reference 17

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Observation fef64600-dda7-4d16-8e34-9b2cee323381 · outbound

This paper cites Auto-Encoding Variational Bayes.

Non-asymptotic convergence bound of conditional diffusion models Auto-Encoding Variational Bayes

Reference 18

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This paper cites Maximum likelihood training of score-based diffusion models.

Non-asymptotic convergence bound of conditional diffusion models Maximum likelihood training of score-based diffusion models

Reference 19

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This paper cites Denoising Diffusion Implicit Models.

Non-asymptotic convergence bound of conditional diffusion models Denoising Diffusion Implicit Models

Reference 20

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Observation 4f723ae4-ee38-41df-aa19-d6fb0f33d764 · outbound

This paper cites gDDIM: Generalized denoising diffusion implicit models.

Non-asymptotic convergence bound of conditional diffusion models gDDIM: Generalized denoising diffusion implicit models

Reference 21

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Observation d493f20e-6d2c-4591-8d22-0d287bbad0b7 · outbound

This paper cites Improved denoising diffusion probabilistic models.

Non-asymptotic convergence bound of conditional diffusion models Improved denoising diffusion probabilistic models

Reference 22

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Observation d726d3a1-963d-4a23-97c0-22d529b08d4f · outbound

This paper cites Classifier-Free Diffusion Guidance.

Non-asymptotic convergence bound of conditional diffusion models Classifier-Free Diffusion Guidance

Reference 23

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Observation 227624d7-78ea-4efe-be14-5395a211c37b · outbound

This paper cites On distillation of guided diffusion models.

Non-asymptotic convergence bound of conditional diffusion models On distillation of guided diffusion models

Reference 24

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Observation 21a9bca9-8467-40c2-b744-3cc9a63164f5 · outbound

This paper cites Classifier-free guidance makes image captioning models more descriptive.

Non-asymptotic convergence bound of conditional diffusion models Classifier-free guidance makes image captioning models more descriptive

Reference 25

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Observation 1d4740f7-f2fe-40ca-95fc-a10a465b0c01 · outbound

This paper cites Card: Classification and regression diffusion models.

Non-asymptotic convergence bound of conditional diffusion models Card: Classification and regression diffusion models

Reference 26

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Observation 6acd87e8-25eb-4528-a072-bb78f5eaba5a · outbound

This paper cites Come-closer-diffuse-faster: Accelerating conditional diffusion models for inverse problems through stochastic contraction.

Non-asymptotic convergence bound of conditional diffusion models Come-closer-diffuse-faster: Accelerating conditional diffusion models for inverse problems through stochastic contraction

Reference 27

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Observation 1bb2ba85-b215-48ac-a3b0-5bdc962945bf · outbound

This paper cites Dpm-solver: A fast ode solver for diffusion probabilistic model sampling in around 10 steps.

Non-asymptotic convergence bound of conditional diffusion models Dpm-solver: A fast ode solver for diffusion probabilistic model sampling in around 10 steps

Reference 28

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Observation ab79c426-1ce1-40e8-8b65-ebe8115f29a7 · outbound

This paper cites DPM-Solver++: Fast Solver for Guided Sampling of Diffusion Probabilistic Models.

Non-asymptotic convergence bound of conditional diffusion models DPM-Solver++: Fast Solver for Guided Sampling of Diffusion Probabilistic Models

Reference 29

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Observation 27038f28-d12c-4713-a979-c204fcf146ad · outbound

This paper cites Dpm-solver-v3: Improved diffusion ode solver with empirical model statistics.

Non-asymptotic convergence bound of conditional diffusion models Dpm-solver-v3: Improved diffusion ode solver with empirical model statistics

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:56:36.943537Z

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Observation fee787b2-e470-424c-8a1e-4b38a6c08b8e · outbound

This paper cites Unipc: A unified predictor-corrector framework for fast sampling of diffusion models.

Non-asymptotic convergence bound of conditional diffusion models Unipc: A unified predictor-corrector framework for fast sampling of diffusion models

Reference 31

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Observation 936cf685-76a3-46cf-a5fe-fa92a5b2d1ec · outbound

This paper cites Diffusion schr \"o dinger bridge with applications to score-based generative modeling.

Non-asymptotic convergence bound of conditional diffusion models Diffusion schr \"o dinger bridge with applications to score-based generative modeling

Reference 32

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Observation 475f4800-152f-4762-a3e8-a49f6830ae3d · outbound

This paper cites Score-based generative modeling secretly minimizes the wasserstein distance.

Non-asymptotic convergence bound of conditional diffusion models Score-based generative modeling secretly minimizes the wasserstein distance

Reference 33

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Observation 636f3c73-f6bf-4fd3-be02-0055b44c182c · outbound

This paper cites Convergence of denoising diffusion models under the manifold hypothesis.

Non-asymptotic convergence bound of conditional diffusion models Convergence of denoising diffusion models under the manifold hypothesis

Reference 34

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Observation a7ba576d-fa0a-436c-b7c1-e7a7132b5bee · outbound

This paper cites Convergence for score-based generative modeling with polynomial complexity.

Non-asymptotic convergence bound of conditional diffusion models Convergence for score-based generative modeling with polynomial complexity

Reference 35

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Observation 2f8c25c1-9c1d-476d-a7c3-32f96852f03d · outbound

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

Non-asymptotic convergence bound of conditional diffusion models Sampling is as easy as learning the score: theory for diffusion models with minimal data assumptions

Reference 36

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Observation 03728298-0087-40c8-9063-e7f28712523a · outbound

This paper cites A deep generative approach to conditional sampling.

Non-asymptotic convergence bound of conditional diffusion models A deep generative approach to conditional sampling

Reference 37

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Observation 45bd72eb-1cff-4f4a-b9c7-8ca0a797f48e · outbound

This paper cites Convergence of score-based generative modeling for general data distributions.

Non-asymptotic convergence bound of conditional diffusion models Convergence of score-based generative modeling for general data distributions

Reference 38

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Observation 16a82739-cf16-49a6-a817-9cc64b04eb63 · outbound

This paper cites Score approximation, estimation and distribution recovery of diffusion models on low-dimensional data.

Non-asymptotic convergence bound of conditional diffusion models Score approximation, estimation and distribution recovery of diffusion models on low-dimensional data

Reference 39

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Observation 3a91bc53-fa06-4067-9bde-a24a2a98fdc2 · outbound

This paper cites Diffusion models are minimax optimal distribution estimators.

Non-asymptotic convergence bound of conditional diffusion models Diffusion models are minimax optimal distribution estimators

Reference 40

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Observation 7fce74b7-6535-46da-a78a-83dc010e763b · outbound

This paper cites Nearly $d$-Linear Convergence Bounds for Diffusion Models via Stochastic Localization.

Non-asymptotic convergence bound of conditional diffusion models Nearly $d$-Linear Convergence Bounds for Diffusion Models via Stochastic Localization

Reference 41

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Observation 2b5cb79c-608a-481c-8052-bd1a38003ef7 · outbound

This paper cites Optimal score estimation via empirical Bayes smoothing.

Non-asymptotic convergence bound of conditional diffusion models Optimal score estimation via empirical Bayes smoothing

Reference 42

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Observation 9ae32b7a-217c-4a51-a1e7-f12c161a41db · outbound

This paper cites Reward-directed conditional diffusion: Provable distribution estimation and reward improvement.

Non-asymptotic convergence bound of conditional diffusion models Reward-directed conditional diffusion: Provable distribution estimation and reward improvement

Reference 43

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Observation 20641a4c-677f-40cf-b826-dd4fac77ed93 · outbound

This paper cites Conditional score-based diffusion models for bayesian inference in infinite dimensions.

Non-asymptotic convergence bound of conditional diffusion models Conditional score-based diffusion models for bayesian inference in infinite dimensions

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:56:35.291474Z

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Observation cc55e26e-dc11-4360-8ab7-7706ea1a8443 · outbound

This paper cites Restoration-degradation beyond linear diffusions: A non-asymptotic analysis for ddim-type samplers.

Non-asymptotic convergence bound of conditional diffusion models Restoration-degradation beyond linear diffusions: A non-asymptotic analysis for ddim-type samplers

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:56:35.122074Z

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Observation 39290044-d28b-454d-b02f-e0b22c72b452 · outbound

This paper cites Convergence Analysis for General Probability Flow ODEs of Diffusion Models in Wasserstein Distances.

Non-asymptotic convergence bound of conditional diffusion models Convergence Analysis for General Probability Flow ODEs of Diffusion Models in Wasserstein Distances

Reference 46

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Observation b086e3e7-4b3e-48fd-9b69-50ec83d358e4 · outbound

This paper cites Convergence Analysis of Discrete Diffusion Model: Exact Implementation through Uniformization.

Non-asymptotic convergence bound of conditional diffusion models Convergence Analysis of Discrete Diffusion Model: Exact Implementation through Uniformization

Reference 47

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Observation 40679906-90c8-48aa-ab4c-32aa4f8162c6 · outbound

This paper cites Towards Faster Non-Asymptotic Convergence for Diffusion-Based Generative Models.

Non-asymptotic convergence bound of conditional diffusion models Towards Faster Non-Asymptotic Convergence for Diffusion-Based Generative Models

Reference 48

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Observation 6c9f8cd4-0a6c-4cd1-abfd-a62780d468aa · outbound

This paper cites Towards a mathematical theory for consistency training in diffusion models.

Non-asymptotic convergence bound of conditional diffusion models Towards a mathematical theory for consistency training in diffusion models

Reference 49

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Observation d0b5b71f-d29a-40b6-81a4-5c433dc95956 · outbound

This paper cites Accelerating Convergence of Score-Based Diffusion Models, Provably.

Non-asymptotic convergence bound of conditional diffusion models Accelerating Convergence of Score-Based Diffusion Models, Provably

Reference 50

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Observation 0d39b500-7339-4b3d-a5e2-11d319773ce7 · outbound

This paper cites A Sharp Convergence Theory for The Probability Flow ODEs of Diffusion Models.

Non-asymptotic convergence bound of conditional diffusion models A Sharp Convergence Theory for The Probability Flow ODEs of Diffusion Models

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-05T20:56:33.446221Z

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Observation de15b3c1-d6cb-4d7c-9951-7201c5c92055 · outbound

This paper cites Model Free Prediction with Uncertainty Assessment.

Non-asymptotic convergence bound of conditional diffusion models Model Free Prediction with Uncertainty Assessment

Reference 52

Resolution: verified exact; local_arxiv, observed 2026-08-05T20:56:33.854532Z

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Observation 7f420824-6290-4fe2-90e6-febf97f33bd8 · outbound

This paper cites Conditional Diffusion Models are Minimax-Optimal and Manifold-Adaptive for Conditional Distribution Estimation.

Non-asymptotic convergence bound of conditional diffusion models Conditional Diffusion Models are Minimax-Optimal and Manifold-Adaptive for Conditional Distribution Estimation

Reference 53

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Observation f417387d-f6c7-414d-9b6b-02182c9ae427 · outbound

This paper cites Theory on Score-Mismatched Diffusion Models and Zero-Shot Conditional Samplers.

Non-asymptotic convergence bound of conditional diffusion models Theory on Score-Mismatched Diffusion Models and Zero-Shot Conditional Samplers

Reference 54

Resolution: verified exact; local_arxiv, observed 2026-08-05T20:56:33.794752Z

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Observation cd644ca3-6d42-48c9-ac4a-b699c7210818 · outbound

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

Non-asymptotic convergence bound of conditional diffusion models Improved analysis of score-based generative modeling: User-friendly bounds under minimal smoothness assumptions

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:56:34.987236Z

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Observation 86f929f4-ae17-402a-bd75-e71d5d0d8a29 · outbound

This paper cites O(d/T) Convergence Theory for Diffusion Probabilistic Models under Minimal Assumptions.

Non-asymptotic convergence bound of conditional diffusion models O(d/T) Convergence Theory for Diffusion Probabilistic Models under Minimal Assumptions

Reference 56

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Observation 54a2d4dc-5d38-4fcc-bb67-50fd57493c9c · outbound

This paper cites Generative Modeling with Denoising Auto-Encoders and Langevin Sampling.

Non-asymptotic convergence bound of conditional diffusion models Generative Modeling with Denoising Auto-Encoders and Langevin Sampling

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-05T20:56:33.464341Z

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Observation d1d4bf29-16eb-4d31-811f-1afee687004f · outbound

This paper cites Let us Build Bridges: Understanding and Extending Diffusion Generative Models.

Non-asymptotic convergence bound of conditional diffusion models Let us Build Bridges: Understanding and Extending Diffusion Generative Models

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-05T20:56:33.467823Z

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Observation 09593f1b-2c09-4a80-92a6-f358e3852386 · outbound

This paper cites Broadening Target Distributions for Accelerated Diffusion Models via a Novel Analysis Approach.

Non-asymptotic convergence bound of conditional diffusion models Broadening Target Distributions for Accelerated Diffusion Models via a Novel Analysis Approach

Reference 59

Resolution: verified exact; local_arxiv, observed 2026-08-05T20:56:33.702473Z

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

Observation af9aabc6-b4a7-4fb1-9ab8-0c4e8c31b13c · outbound

This paper cites Contractive Diffusion Probabilistic Models.

Non-asymptotic convergence bound of conditional diffusion models Contractive Diffusion Probabilistic Models

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-05T20:56:33.474488Z

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Observation b4e48ce1-9f51-413c-87b8-9ab52bd39479 · outbound

This paper cites The probability flow ode is provably fast.

Non-asymptotic convergence bound of conditional diffusion models The probability flow ode is provably fast

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:56:34.856535Z

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 86922206-bb52-4298-8d87-7a448457b088 · outbound

This paper cites Kl convergence guarantees for score diffusion models under minimal data assumptions.

Non-asymptotic convergence bound of conditional diffusion models Kl convergence guarantees for score diffusion models under minimal data assumptions

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:56:34.737276Z

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 c4dc6d2d-6526-48d2-85c5-7b5f79769665 · outbound

This paper cites Low-dimensional adaptation of diffusion models: Convergence in total variation.

Non-asymptotic convergence bound of conditional diffusion models Low-dimensional adaptation of diffusion models: Convergence in total variation

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-05T20:56:33.483351Z

Source-reported events for the cited work

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Observation 9149237f-5dd3-4018-81dd-733019d6730f · outbound

This paper cites Unveil Conditional Diffusion Models with Classifier-free Guidance: A Sharp Statistical Theory.

Non-asymptotic convergence bound of conditional diffusion models Unveil Conditional Diffusion Models with Classifier-free Guidance: A Sharp Statistical Theory

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-05T20:56:33.486632Z

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Observation 2e43529c-b61c-4f13-9c9d-19f9bdd8f017 · outbound

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

Non-asymptotic convergence bound of conditional diffusion models Theoretical Insights for Diffusion Guidance: A Case Study for Gaussian Mixture Models

Reference 65

Resolution: verified exact; local_arxiv, observed 2026-08-05T20:56:33.610169Z

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 5f16b8c9-1933-4bfe-af82-40fd6003ae38 · outbound

This paper cites Provable Acceleration for Diffusion Models under Minimal Assumptions.

Non-asymptotic convergence bound of conditional diffusion models Provable Acceleration for Diffusion Models under Minimal Assumptions

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-05T20:56:33.493471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 416c3d7c-5e39-4395-b45d-fa02f548b7e5 · outbound

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

Non-asymptotic convergence bound of conditional diffusion models Score-Based Generative Modeling through Stochastic Differential Equations

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-05T20:56:33.496682Z

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Observation cf3bee2c-0e53-4cea-9a84-77d00e847132 · outbound

This paper cites Convergence of Continuous Normalizing Flows for Learning Probability Distributions.

Non-asymptotic convergence bound of conditional diffusion models Convergence of Continuous Normalizing Flows for Learning Probability Distributions

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-05T20:56:33.499799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad29d0d0-0666-4ede-a25d-00d21f237ccf · outbound

This paper cites Improved techniques for training score-based generative models.

Non-asymptotic convergence bound of conditional diffusion models Improved techniques for training score-based generative models

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:56:34.555076Z

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 0e854b58-6354-4660-bf60-364846b33a9d · outbound

This paper cites Score-based generative modeling in latent space.

Non-asymptotic convergence bound of conditional diffusion models Score-based generative modeling in latent space

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:56:34.441862Z

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 7f087c81-af4b-48f0-847b-aaa8c1f3ba7e · outbound

This paper cites Stochastic differential equations: an introduction with applications.

Non-asymptotic convergence bound of conditional diffusion models Stochastic differential equations: an introduction with applications

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-05T20:56:33.508858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea74a573-5c1a-4624-953d-2d3c4cfea7fb · outbound

This paper cites Gradient flows: in metric spaces and in the space of probability measures.

Non-asymptotic convergence bound of conditional diffusion models Gradient flows: in metric spaces and in the space of probability measures

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T20:56:34.290660Z

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 ab04ad14-1f25-4074-a355-038700fa3517 · outbound

This paper cites Optimal transport for applied mathematicians.

Non-asymptotic convergence bound of conditional diffusion models Optimal transport for applied mathematicians

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-05T20:56:33.514796Z

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