Paper Citation Record · LEDGER

Self-Reflective Reinforcement Learning for Diffusion-based Image Reasoning Generation

As of 23 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 2 inbound Pith citation observations for arXiv:2505.22407.

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

pith.paper-citation-record.v1
2505.22407 v1

Coverage vector

measured 56 of 56 reference resolution

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measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-30T06:48:22.594002Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-30T06:54:20.717150Z

Reference resolution

56 of 56 outbound references displayed

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External citation measurements

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Outbound references

Observation f6fde169-af7e-4700-a582-7808db30ccde · outbound

This paper cites Zigzag diffusion sampling: Diffusion models can self-improve via self-reflection.

Self-Reflective Reinforcement Learning for Diffusion-based Image Reasoning Generation Zigzag diffusion sampling: Diffusion models can self-improve via self-reflection

Reference 1

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Observation ca14f579-df4b-438a-bd57-353d058f03c2 · outbound

This paper cites Training Diffusion Models with Reinforcement Learning.

Self-Reflective Reinforcement Learning for Diffusion-based Image Reasoning Generation Training Diffusion Models with Reinforcement Learning

Reference 2

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Observation cfa2bbd6-6718-4fdd-8462-a07bbb3a5212 · outbound

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

Self-Reflective Reinforcement Learning for Diffusion-based Image Reasoning Generation Classifier-Free Guidance is a Predictor-Corrector

Reference 3

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

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

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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Observation c40710e8-c209-4dea-b5e9-db4c45dd91fe · outbound

This paper cites Diffusion models beat gans on image synthesis.

Self-Reflective Reinforcement Learning for Diffusion-based Image Reasoning Generation Diffusion models beat gans on image synthesis

Reference 5

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Observation e555c5d5-62c2-432d-a501-af03b7e914f2 · outbound

This paper cites Dpok: Reinforcement learning for fine-tuning text-to-image diffusion models.

Self-Reflective Reinforcement Learning for Diffusion-based Image Reasoning Generation Dpok: Reinforcement learning for fine-tuning text-to-image diffusion models

Reference 6

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Observation f2610df7-e148-4d3a-8b44-440e1ea0b322 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Self-Reflective Reinforcement Learning for Diffusion-based Image Reasoning Generation DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 7

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Observation 5c976fdc-86e1-4356-bcef-5e81b52d8b8e · outbound

This paper cites Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step.

Self-Reflective Reinforcement Learning for Diffusion-based Image Reasoning Generation Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step

Reference 8

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Observation f7024dc9-fc5a-44e5-8106-cdc8a325c99b · outbound

This paper cites Clipscore: A reference-free evaluation metric for image captioning.

Self-Reflective Reinforcement Learning for Diffusion-based Image Reasoning Generation Clipscore: A reference-free evaluation metric for image captioning

Reference 9

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Observation 6c410219-ad8a-4515-a060-c19d741ce021 · outbound

This paper cites Denoising diffusion probabilistic models.

Self-Reflective Reinforcement Learning for Diffusion-based Image Reasoning Generation Denoising diffusion probabilistic models

Reference 10

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Observation 834280df-b54e-4ae2-801d-0bb595a98657 · outbound

This paper cites Classifier-Free Diffusion Guidance.

Self-Reflective Reinforcement Learning for Diffusion-based Image Reasoning Generation Classifier-Free Diffusion Guidance

Reference 11

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Observation 296c2ea8-6898-4f7d-be60-3a067f787c90 · outbound

This paper cites Lora: Low-rank adaptation of large language models.

Self-Reflective Reinforcement Learning for Diffusion-based Image Reasoning Generation Lora: Low-rank adaptation of large language models

Reference 12

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Observation 2f56465a-12dc-4f28-b8bd-a4ab21f0db97 · outbound

This paper cites Towards Better Alignment: Training Diffusion Models with Reinforcement Learning Against Sparse Rewards.

Self-Reflective Reinforcement Learning for Diffusion-based Image Reasoning Generation Towards Better Alignment: Training Diffusion Models with Reinforcement Learning Against Sparse Rewards

Reference 13

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This paper cites T2i-compbench: A compre- hensive benchmark for open-world compositional text-to-image generation.

Self-Reflective Reinforcement Learning for Diffusion-based Image Reasoning Generation T2i-compbench: A compre- hensive benchmark for open-world compositional text-to-image generation

Reference 14

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Observation dfe6acf5-f78b-4609-a4ea-dd4ea40f4c80 · outbound

This paper cites Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models.

Self-Reflective Reinforcement Learning for Diffusion-based Image Reasoning Generation Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models

Reference 15

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This paper cites Qwen2.5-Coder Technical Report.

Self-Reflective Reinforcement Learning for Diffusion-based Image Reasoning Generation Qwen2.5-Coder Technical Report

Reference 16

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This paper cites GPT-4o System Card.

Self-Reflective Reinforcement Learning for Diffusion-based Image Reasoning Generation GPT-4o System Card

Reference 17

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Observation 70be1ff4-c214-452e-86f3-1b30673fd983 · outbound

This paper cites OpenAI o1 System Card.

Self-Reflective Reinforcement Learning for Diffusion-based Image Reasoning Generation OpenAI o1 System Card

Reference 18

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Observation bc9aabb2-77ec-4fab-8070-06fbb54d625d · outbound

This paper cites LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code.

Self-Reflective Reinforcement Learning for Diffusion-based Image Reasoning Generation LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code

Reference 19

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This paper cites T2I-R1: Reinforcing Image Generation with Collaborative Semantic-level and Token-level CoT.

Self-Reflective Reinforcement Learning for Diffusion-based Image Reasoning Generation T2I-R1: Reinforcing Image Generation with Collaborative Semantic-level and Token-level CoT

Reference 20

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This paper cites Comat: Aligning text-to-image diffusion model with image-to-text concept matching.

Self-Reflective Reinforcement Learning for Diffusion-based Image Reasoning Generation Comat: Aligning text-to-image diffusion model with image-to-text concept matching

Reference 21

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This paper cites MME-CoT: Benchmarking Chain-of-Thought in Large Multimodal Models for Reasoning Quality, Robustness, and Efficiency.

Self-Reflective Reinforcement Learning for Diffusion-based Image Reasoning Generation MME-CoT: Benchmarking Chain-of-Thought in Large Multimodal Models for Reasoning Quality, Robustness, and Efficiency

Reference 22

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This paper cites Adam: A Method for Stochastic Optimization.

Self-Reflective Reinforcement Learning for Diffusion-based Image Reasoning Generation Adam: A Method for Stochastic Optimization

Reference 23

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This paper cites Self-guidance: Boosting flow and diffusion generation on their own.

Self-Reflective Reinforcement Learning for Diffusion-based Image Reasoning Generation Self-guidance: Boosting flow and diffusion generation on their own

Reference 24

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This paper cites Let’s verify step by step.

Self-Reflective Reinforcement Learning for Diffusion-based Image Reasoning Generation Let’s verify step by step

Reference 25

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This paper cites Evaluating text-to-visual generation with image-to-text generation.

Self-Reflective Reinforcement Learning for Diffusion-based Image Reasoning Generation Evaluating text-to-visual generation with image-to-text generation

Reference 26

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This paper cites Mathvista: Evaluating math reasoning in visual contexts with gpt-4v, bard, and other large multimodal models.

Self-Reflective Reinforcement Learning for Diffusion-based Image Reasoning Generation Mathvista: Evaluating math reasoning in visual contexts with gpt-4v, bard, and other large multimodal models

Reference 27

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Observation faa24b4c-db28-4867-9ec0-af782506e98f · outbound

This paper cites Safe-sd: Safe and traceable stable diffusion with text prompt trigger for invisible generative watermarking.

Self-Reflective Reinforcement Learning for Diffusion-based Image Reasoning Generation Safe-sd: Safe and traceable stable diffusion with text prompt trigger for invisible generative watermarking

Reference 28

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Observation 6d716ce0-ca9e-45d1-8636-546e8ecbb4d3 · outbound

This paper cites Adapedit: Spatio-temporal guided adaptive edit- ing algorithm for text-based continuity-sensitive image editing.

Self-Reflective Reinforcement Learning for Diffusion-based Image Reasoning Generation Adapedit: Spatio-temporal guided adaptive edit- ing algorithm for text-based continuity-sensitive image editing

Reference 29

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Observation ed61938a-564b-451c-b8cb-ac36a50f6d9b · outbound

This paper cites Efficient diffusion models: A comprehensive survey from principles to practices.

Self-Reflective Reinforcement Learning for Diffusion-based Image Reasoning Generation Efficient diffusion models: A comprehensive survey from principles to practices

Reference 30

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Self-Reflective Reinforcement Learning for Diffusion-based Image Reasoning Generation Neural residual diffusion models for deep scalable vision generation

Reference 31

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This paper cites Tango 2: Aligning diffusion-based text-to-audio generations through direct pref- erence optimization.

Self-Reflective Reinforcement Learning for Diffusion-based Image Reasoning Generation Tango 2: Aligning diffusion-based text-to-audio generations through direct pref- erence optimization

Reference 32

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Observation f742ecaa-95e6-4f7e-82b8-cf6ee68f3543 · outbound

This paper cites MM-Eureka: Exploring the Frontiers of Multimodal Reasoning with Rule-based Reinforcement Learning.

Self-Reflective Reinforcement Learning for Diffusion-based Image Reasoning Generation MM-Eureka: Exploring the Frontiers of Multimodal Reasoning with Rule-based Reinforcement Learning

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Self-Reflective Reinforcement Learning for Diffusion-based Image Reasoning Generation Distributed repre- sentations of words and phrases and their compositionality

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Self-Reflective Reinforcement Learning for Diffusion-based Image Reasoning Generation T2i-adapter: Learning adapters to dig out more controllable ability for text-to-image diffusion models

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Self-Reflective Reinforcement Learning for Diffusion-based Image Reasoning Generation Improved denoising diffusion probabilistic models

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This paper cites Training language models to follow instructions with human feedback.

Self-Reflective Reinforcement Learning for Diffusion-based Image Reasoning Generation Training language models to follow instructions with human feedback

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

Self-Reflective Reinforcement Learning for Diffusion-based Image Reasoning Generation SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis

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Self-Reflective Reinforcement Learning for Diffusion-based Image Reasoning Generation Learning transferable visual models from natural language supervision

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Self-Reflective Reinforcement Learning for Diffusion-based Image Reasoning Generation Hierarchical Text-Conditional Image Generation with CLIP Latents

Reference 40

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Self-Reflective Reinforcement Learning for Diffusion-based Image Reasoning Generation Zero-shot text-to-image generation

Reference 41

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Self-Reflective Reinforcement Learning for Diffusion-based Image Reasoning Generation Diffusion Policy Policy Optimization

Reference 42

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Self-Reflective Reinforcement Learning for Diffusion-based Image Reasoning Generation High- resolution image synthesis with latent diffusion models

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Self-Reflective Reinforcement Learning for Diffusion-based Image Reasoning Generation Dreambooth: Fine tuning text-to-image diffusion models for subject-driven generation

Reference 44

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Self-Reflective Reinforcement Learning for Diffusion-based Image Reasoning Generation Photorealistic text-to-image diffusion models with deep language understanding

Reference 45

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Self-Reflective Reinforcement Learning for Diffusion-based Image Reasoning Generation Proximal Policy Optimization Algorithms

Reference 46

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This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

Self-Reflective Reinforcement Learning for Diffusion-based Image Reasoning Generation DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 47

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This paper cites Denoising Diffusion Implicit Models.

Self-Reflective Reinforcement Learning for Diffusion-based Image Reasoning Generation Denoising Diffusion Implicit Models

Reference 48

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Self-Reflective Reinforcement Learning for Diffusion-based Image Reasoning Generation Improved techniques for training score-based generative models

Reference 49

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Self-Reflective Reinforcement Learning for Diffusion-based Image Reasoning Generation Score-based generative modeling through stochastic differential equations

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Self-Reflective Reinforcement Learning for Diffusion-based Image Reasoning Generation Diffusion model alignment using direct preference optimization

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Self-Reflective Reinforcement Learning for Diffusion-based Image Reasoning Generation Chain-of-thought prompting elicits reasoning in large language models

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Self-Reflective Reinforcement Learning for Diffusion-based Image Reasoning Generation Imagereward: Learning and evaluating human preferences for text-to-image generation

Reference 53

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Observation 713d3c16-d252-438b-8332-21d5996fef51 · outbound

This paper cites R1-Onevision: Advancing Generalized Multimodal Reasoning through Cross-Modal Formalization.

Self-Reflective Reinforcement Learning for Diffusion-based Image Reasoning Generation R1-Onevision: Advancing Generalized Multimodal Reasoning through Cross-Modal Formalization

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-07T13:14:40.632581Z

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Observation cca660ca-aa69-4a7f-b5de-f35d47b1681e · outbound

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

Self-Reflective Reinforcement Learning for Diffusion-based Image Reasoning Generation Adding conditional control to text-to-image diffusion models

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-07T13:14:40.725225Z

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Observation 5a67142b-43ef-49a4-a05e-f83c9a3c7073 · outbound

This paper cites MAVIS: Mathematical Visual Instruction Tuning with an Automatic Data Engine.

Self-Reflective Reinforcement Learning for Diffusion-based Image Reasoning Generation MAVIS: Mathematical Visual Instruction Tuning with an Automatic Data Engine

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-07T13:14:40.804899Z

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Pith citing papers

Observation 73b3aa69-9359-4333-b413-c160689654f6 · inbound

PhySe-RPO: Physics and Semantics Guided Relative Policy Optimization for Diffusion-Based Surgical Smoke Removal cites this paper.

PhySe-RPO: Physics and Semantics Guided Relative Policy Optimization for Diffusion-Based Surgical Smoke Removal Self-Reflective Reinforcement Learning for Diffusion-based Image Reasoning Generation

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-15T01:23:26.843935Z

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No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9f67a3ed-2d02-4a85-a412-eef603e7f8c6 · inbound

SciIR: A Large-scale Training Dataset and Benchmark for Scientific Image Reasoning Generation cites this paper.

SciIR: A Large-scale Training Dataset and Benchmark for Scientific Image Reasoning Generation Self-Reflective Reinforcement Learning for Diffusion-based Image Reasoning Generation

Reference 28

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T06:54:20.718579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.