Paper Citation Record · LEDGER

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

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 34 inbound Pith citation observations for arXiv:2501.13926.

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

pith.paper-citation-record.v1
2501.13926 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 34 of 34 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:34:53.137002Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T16:39:58.175257Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 48f17002-9e99-4caf-acf4-ae4711e6c14c · inbound

Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models cites this paper.

Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step

Reference 234

Resolution: verified exact; arxiv_id, observed 2026-05-12T08:40:41.448367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fba5499c-c290-4ca8-a6e6-37db20ab6514 · inbound

Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey cites this paper.

Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-05-15T17:18:53.651274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c6f9f267-9f74-4ea7-9ee7-83052f813b8b · inbound

DanceGRPO: Unleashing GRPO on Visual Generation cites this paper.

DanceGRPO: Unleashing GRPO on Visual Generation Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:28:26.031397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1fc057b5-f3db-4e60-b51b-77bf28e69907 · inbound

UniGen: Enhanced Training & Test-Time Strategies for Unified Multimodal Understanding and Generation cites this paper.

UniGen: Enhanced Training & Test-Time Strategies for Unified Multimodal Understanding and Generation Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T15:34:53.137002Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 052310a6-09eb-4896-a7dd-72062cfa63af · inbound

Delving into RL for Image Generation with CoT: A Study on DPO vs. GRPO cites this paper.

Delving into RL for Image Generation with CoT: A Study on DPO vs. GRPO Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T14:55:51.520817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2ea6fd7-5eff-4b53-b889-422edfe5faf5 · inbound

RePrompt: Reasoning-Augmented Reprompting for Text-to-Image Generation via Reinforcement Learning cites this paper.

RePrompt: Reasoning-Augmented Reprompting for Text-to-Image Generation via Reinforcement Learning Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:03.001071Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 051c8f17-2752-4dd2-86b8-fe78be8377d2 · inbound

Reinforcement Fine-Tuning Powers Reasoning Capability of Multimodal Large Language Models cites this paper.

Reinforcement Fine-Tuning Powers Reasoning Capability of Multimodal Large Language Models Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:13.310672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

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

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

Resolution: unresolved; no resolver link, observed 2026-08-07T13:14:36.335219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e8053ea-4c2d-445e-aebf-e7b2b1ee8a09 · inbound

UniRL: Self-Improving Unified Multimodal Models via Supervised and Reinforcement Learning cites this paper.

UniRL: Self-Improving Unified Multimodal Models via Supervised and Reinforcement Learning Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T12:53:22.895103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c30ed327-5349-46e7-b27a-bb7d9de92dad · inbound

R2I-Bench: Benchmarking Reasoning-Driven Text-to-Image Generation cites this paper.

R2I-Bench: Benchmarking Reasoning-Driven Text-to-Image Generation Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T12:48:51.044539Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a0adae8-f90e-48c0-a83b-bca2917ef604 · inbound

VF-Eval: Evaluating Multimodal LLMs for Generating Feedback on AIGC Videos cites this paper.

VF-Eval: Evaluating Multimodal LLMs for Generating Feedback on AIGC Videos Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T12:45:45.740034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3f0c90b-2bef-45b1-972f-8a68e39d3793 · inbound

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation cites this paper.

Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T12:18:32.622198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 081cfe8c-5871-4cda-a8be-8a5bfe6693bf · inbound

ReasonGen-R1: CoT for Autoregressive Image generation models through SFT and RL cites this paper.

ReasonGen-R1: CoT for Autoregressive Image generation models through SFT and RL Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T12:19:21.683953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 553d2b69-b567-4d94-9e80-6517d6fa6cf0 · inbound

TIIF-Bench: How Does Your T2I Model Follow Your Instructions? cites this paper.

TIIF-Bench: How Does Your T2I Model Follow Your Instructions? Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T11:33:20.782033Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f932e840-318a-45e1-9f6f-875b17f5d0a0 · inbound

How Far Are We from Generating Missing Modalities with Foundation Models? cites this paper.

How Far Are We from Generating Missing Modalities with Foundation Models? Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-25T08:15:33.584502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d4c71618-6fcb-43ad-bb39-3eb3b7ef5313 · inbound

MINT-CoT: Enabling Interleaved Visual Tokens in Mathematical Chain-of-Thought Reasoning cites this paper.

MINT-CoT: Enabling Interleaved Visual Tokens in Mathematical Chain-of-Thought Reasoning Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T10:28:48.738793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23dca6e3-ebf9-46de-8494-cb092f44b9b5 · inbound

Q-Ponder: A Unified Training Pipeline for Reasoning-based Visual Quality Assessment cites this paper.

Q-Ponder: A Unified Training Pipeline for Reasoning-based Visual Quality Assessment Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T11:22:44.051500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96b75dea-f716-4ad6-8b6c-2b525eb43572 · inbound

FocusDiff: Advancing Fine-Grained Text-Image Alignment for Autoregressive Visual Generation through RL cites this paper.

FocusDiff: Advancing Fine-Grained Text-Image Alignment for Autoregressive Visual Generation through RL Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T10:23:12.511095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 294919e4-d9e3-4c01-9070-ad012af279f8 · inbound

ComplexBench-Edit: Benchmarking Complex Instruction-Driven Image Editing via Compositional Dependencies cites this paper.

ComplexBench-Edit: Benchmarking Complex Instruction-Driven Image Editing via Compositional Dependencies Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T00:40:20.308003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26c2409b-046a-4e3e-87f2-a4338ad6850b · inbound

RealSR-R1: Reinforcement Learning for Real-World Image Super-Resolution with Vision-Language Chain-of-Thought cites this paper.

RealSR-R1: Reinforcement Learning for Real-World Image Super-Resolution with Vision-Language Chain-of-Thought Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-19T08:33:02.188477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b8fadb8b-3881-4257-9666-e71df3074dc1 · inbound

OmniGen2: Towards Instruction-Aligned Multimodal Generation cites this paper.

OmniGen2: Towards Instruction-Aligned Multimodal Generation Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-19T07:52:10.744905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1255e509-c867-452e-a7d0-a6c4e527b6b2 · inbound

Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation cites this paper.

Think-Before-Draw: Decomposing Emotion Semantics & Fine-Grained Controllable Expressive Talking Head Generation Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T16:42:42.906185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e73c98f9-504a-442d-99f6-92ef727bdfd2 · inbound

MultiRef: Controllable Image Generation with Multiple Visual References cites this paper.

MultiRef: Controllable Image Generation with Multiple Visual References Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-05T22:32:51.804152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c41b22a-8423-4dd8-9ff9-b14b3a0b11d8 · inbound

Echo-4o: Harnessing the Power of GPT-4o Synthetic Images for Improved Image Generation cites this paper.

Echo-4o: Harnessing the Power of GPT-4o Synthetic Images for Improved Image Generation Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-05T20:44:12.432203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7d72a8c-5a3b-47d9-8018-1bc7d72d3564 · inbound

Reconstruction Alignment Improves Unified Multimodal Models cites this paper.

Reconstruction Alignment Improves Unified Multimodal Models Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T22:36:07.963130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23d37186-de7a-4292-9018-bf899153e531 · inbound

MICo-150K: A Comprehensive Dataset Advancing Multi-Image Composition cites this paper.

MICo-150K: A Comprehensive Dataset Advancing Multi-Image Composition Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-05-17T00:21:23.343091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d3c4c922-b22d-4177-b0c6-590127eb25af · inbound

Demystifying Video Reasoning cites this paper.

Demystifying Video Reasoning Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-13T23:27:11.006580Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17c05c7b-cb86-4bb6-a657-19a2bcbeb692 · inbound

Demystifying Video Reasoning cites this paper.

Demystifying Video Reasoning Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T02:33:54.197765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53b29446-6ab5-4120-bea8-1451dcd9a279 · inbound

From Broad Exploration to Stable Synthesis: Entropy-Guided Optimization for Autoregressive Image Generation cites this paper.

From Broad Exploration to Stable Synthesis: Entropy-Guided Optimization for Autoregressive Image Generation Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-15T12:50:37.069714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation aafb7341-2c9b-4aa3-a2c7-b6e392123764 · inbound

UniCanvas: A Diffusion-base Unified Model for Text-in-Image Joint Generation cites this paper.

UniCanvas: A Diffusion-base Unified Model for Text-in-Image Joint Generation Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step

Reference 17

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T03:06:29.520773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1ea53590-1d6f-4963-b40a-5219ead2ee88 · inbound

Test-Time Scaling in Multimodal Foundation Models: A Comprehensive Survey of Generation and Reasoning cites this paper.

Test-Time Scaling in Multimodal Foundation Models: A Comprehensive Survey of Generation and Reasoning Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-07-02T21:37:25.295363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e823c830-b45d-49d7-92a8-b36f8676a353 · inbound

MathVis-Fine: Aligning Visual Supervision with Necessity via Progressive Dependency-Guided Training for Multimodal Mathematical Reasoning cites this paper.

MathVis-Fine: Aligning Visual Supervision with Necessity via Progressive Dependency-Guided Training for Multimodal Mathematical Reasoning Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step

Reference 101

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T20:18:57.837081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fdf1b1a6-3013-4842-8d7f-e210294a46c2 · inbound

IV-CoT: Implicit Visual Chain-of-Thought for Structure-Aware Text-to-Image Generation cites this paper.

IV-CoT: Implicit Visual Chain-of-Thought for Structure-Aware Text-to-Image Generation Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step

Reference 39

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T16:39:58.177090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1730a604-eb8c-49ea-9e3f-50043610d767 · inbound

Model Guides You How to Draw: Adaptive Visual Gating for Unified Multimodal Reasoning cites this paper.

Model Guides You How to Draw: Adaptive Visual Gating for Unified Multimodal Reasoning Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-14T01:07:06.861298Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.