Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T15:32:46.670055Z
Paper Citation Record · LEDGER
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step
As of 11 August 2026, this Paper Citation Record lists 91 of 91 outbound references and 35 inbound Pith citation observations for arXiv:2501.13926.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-10T20:16:09.308555Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-04T16:39:58.175257Z
Reference resolution
91 of 91 outbound references displayed
- verified exact0
- verified fuzzy17
- unresolved74
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 1c96e86b-f010-49e0-be11-62ba37de9d69 · outbound
This paper cites Let's Verify Step by Step.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step Let's Verify Step by Step
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.099916Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c2af53d6-7bb8-4a94-adc6-189188921310 · outbound
This paper cites Advances in Neural Information Processing Systems 35, 24824– 24837 (2022).
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step Advances in Neural Information Processing Systems 35, 24824– 24837 (2022)
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.107637Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5b1264ac-5d5b-41e1-a0d0-73fdd1b5af73 · outbound
This paper cites an unresolved cited work.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step Unresolved cited work
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.114479Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 58823435-7a69-44d3-bdd5-ca5b88c71603 · outbound
This paper cites MAVIS: Mathematical Visual Instruction Tuning with an Automatic Data Engine.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step MAVIS: Mathematical Visual Instruction Tuning with an Automatic Data Engine
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.119385Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d715edc7-9054-449b-9b39-ba828e275aa0 · outbound
This paper cites LLaMA: Open and Efficient Foundation Language Models.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step LLaMA: Open and Efficient Foundation Language Models
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.125647Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fa23aeed-03d3-4601-8372-55be656dba4d · outbound
This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step Llama 2: Open Foundation and Fine-Tuned Chat Models
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.131039Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 10ba5a3e-7c1b-4b64-b42c-67e984a7e63e · outbound
This paper cites : Language models are few-shot learners.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step : Language models are few-shot learners
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.136418Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4425fdaf-1360-4787-87e7-9bfec824f986 · outbound
This paper cites https://openai.com/research/ gpt-4v-system-card.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step https://openai.com/research/ gpt-4v-system-card
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.143412Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 326caaab-53ed-4ada-8b17-7716fc141ba0 · outbound
This paper cites In: The Twelfth International Con- ference on Learning Representations (2024).
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step In: The Twelfth International Con- ference on Learning Representations (2024)
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.148880Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e4fa8aaa-6ff3-48a3-8e67-86dcbf5eb2e7 · outbound
This paper cites LLaMA-Adapter V2: Parameter-Efficient Visual Instruction Model.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step LLaMA-Adapter V2: Parameter-Efficient Visual Instruction Model
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.154470Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 21664e14-e84f-41bc-9656-ddaaebd19ea2 · outbound
This paper cites https://github.com/open-compass/ opencompass (2023).
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step https://github.com/open-compass/ opencompass (2023)
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.159611Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fe984375-daa3-48bd-8d2e-fb1f890cecf3 · outbound
This paper cites https://chat.openai.com (2023).
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step https://chat.openai.com (2023)
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.164810Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c6ae4786-356b-4f89-90e3-2a3cf7bc8fbe · outbound
This paper cites MME: A Comprehensive Evaluation Benchmark for Multimodal Large Language Models.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step MME: A Comprehensive Evaluation Benchmark for Multimodal Large Language Models
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.170631Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dc0e5935-bd31-446b-9a11-3ed715c46f6f · outbound
This paper cites MMBench: Is Your Multi-modal Model an All-around Player?.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step MMBench: Is Your Multi-modal Model an All-around Player?
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.176609Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 47fdc94e-a1af-4865-b1cb-74b6ae89b56d · outbound
This paper cites Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.182807Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0041cbb0-3cf1-4b1f-9456-8f02d07b37e6 · outbound
This paper cites ImageBind-LLM: Multi-modality Instruction Tuning.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step ImageBind-LLM: Multi-modality Instruction Tuning
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.188877Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6d5d7674-a9f3-4190-b90c-9bcdb95d3c78 · outbound
This paper cites Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.195022Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d0d93621-ff99-4e46-ac45-d9913ce53f8c · outbound
This paper cites SAM2Point: Segment Any 3D as Videos in Zero-shot and Promptable Manners.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step SAM2Point: Segment Any 3D as Videos in Zero-shot and Promptable Manners
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.200811Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6a7eecf8-a246-4704-8e63-be92f9a99abf · outbound
This paper cites Self-Consistency Improves Chain of Thought Reasoning in Language Models.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step Self-Consistency Improves Chain of Thought Reasoning in Language Models
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.207154Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d5ad7b38-04d4-4705-98d0-c893915a6955 · outbound
This paper cites Multimodal Chain-of-Thought Reasoning in Language Models.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step Multimodal Chain-of-Thought Reasoning in Language Models
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.212962Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 12f079a4-6739-44bd-878d-a4f3354393f9 · outbound
This paper cites MMSearch: Benchmarking the Potential of Large Models as Multi-modal Search Engines.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step MMSearch: Benchmarking the Potential of Large Models as Multi-modal Search Engines
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.219119Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fec5fb1f-0d80-48d3-9803-c6b332e0cb0c · outbound
This paper cites [Online].
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step [Online]
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.226490Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 989c7960-31cd-46c0-9392-da436cf3c7b3 · outbound
This paper cites MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.231628Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cbc0938e-0cfc-4806-bd53-3cbe8e4af1cf · outbound
This paper cites https://sciverse-cuhk.github.io (2024).
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step https://sciverse-cuhk.github.io (2024)
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.236682Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 770f26cd-4e7b-420a-9302-2d62e8913be0 · outbound
This paper cites International Journal on Digital Libraries 23(3), 289–301 (2022).
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step International Journal on Digital Libraries 23(3), 289–301 (2022)
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.249799Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3c790baa-3cfd-493c-894b-011cc57e521c · outbound
This paper cites DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.255826Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 38e3d0af-e775-40eb-85b1-2b3015565f22 · outbound
This paper cites DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.261672Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 83ab593a-2b36-4a53-99d5-cbc51f927e03 · outbound
This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.266755Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1a2e9baf-e9e4-497e-83af-dcf948d9ed67 · outbound
This paper cites Show-o: One Single Transformer to Unify Multimodal Understanding and Generation.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step Show-o: One Single Transformer to Unify Multimodal Understanding and Generation
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.272390Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 84649c06-02eb-42c6-be3a-b353774fbe7c · outbound
This paper cites BEATS: Optimizing LLM Mathematical Capabilities with BackVerify and Adaptive Disambiguate based Efficient Tree Search.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step BEATS: Optimizing LLM Mathematical Capabilities with BackVerify and Adaptive Disambiguate based Efficient Tree Search
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.277619Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f4aab891-4530-402d-8c78-58c3679b272b · outbound
This paper cites Emu3: Next-Token Prediction is All You Need.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step Emu3: Next-Token Prediction is All You Need
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.283363Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fba80be6-eedd-461f-93ee-9997a6459062 · outbound
This paper cites Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.289517Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 107a212a-197f-4078-8c6e-a791668d6558 · outbound
This paper cites Let's reward step by step: Step-Level reward model as the Navigators for Reasoning.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step Let's reward step by step: Step-Level reward model as the Navigators for Reasoning
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.295785Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3d4b80b3-9e4a-4396-89de-ef5e58d877a8 · outbound
This paper cites In: Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pp.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step In: Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pp
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:32:48.169018Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 5e8bef2b-c452-401f-8e51-814fde43fc4e · outbound
This paper cites Step-Controlled DPO: Leveraging Stepwise Error for Enhanced Mathematical Reasoning.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step Step-Controlled DPO: Leveraging Stepwise Error for Enhanced Mathematical Reasoning
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.304329Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b3f98590-752b-423a-adb8-a0d733587b04 · outbound
This paper cites Teaching Large Language Models to Reason with Reinforcement Learning.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step Teaching Large Language Models to Reason with Reinforcement Learning
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.309279Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation be8edc1b-2d84-466a-aeca-f54a9f5890cb · outbound
This paper cites Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.315309Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4f1427ae-6884-4a09-bc76-0d79c12e2649 · outbound
This paper cites Advances in Neural Information Processing Systems 36 (2024).
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step Advances in Neural Information Processing Systems 36 (2024)
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:32:48.149499Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 18e7c0ae-9925-4d1b-a088-169b569ebbf9 · outbound
This paper cites LLaVA-OneVision: Easy Visual Task Transfer.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step LLaVA-OneVision: Easy Visual Task Transfer
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.324481Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 09ee2ccc-5b99-4313-9c42-3350cd6d931f · outbound
This paper cites Scaling Rectified Flow Transformers for High-Resolution Image Synthesis.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step Scaling Rectified Flow Transformers for High-Resolution Image Synthesis
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.337555Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 73b2a888-cbde-4897-8090-6905b21c5e3a · outbound
This paper cites ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.345905Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bed49623-bcc8-4193-8992-de02fa411719 · outbound
This paper cites DeepSeek-Prover-V1.5: Harnessing Proof Assistant Feedback for Reinforcement Learning and Monte-Carlo Tree Search.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step DeepSeek-Prover-V1.5: Harnessing Proof Assistant Feedback for Reinforcement Learning and Monte-Carlo Tree Search
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.351972Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2ad8f5d2-9f3d-4e39-bd3b-bef64c88cc7e · outbound
This paper cites Make Every Move Count: LLM-based High-Quality RTL Code Generation Using MCTS.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step Make Every Move Count: LLM-based High-Quality RTL Code Generation Using MCTS
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.358123Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bc5eaa5d-9552-46bc-b1f1-ad47bd0a39a4 · outbound
This paper cites In: International Conference on Machine Learning, pp.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step In: International Conference on Machine Learning, pp
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:32:48.134016Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 64964ef5-ccb0-4393-9ac8-e7a758145b0f · outbound
This paper cites AFlow: Automating Agentic Workflow Generation.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step AFlow: Automating Agentic Workflow Generation
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.368693Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7ce4e38b-3bb0-459d-baa7-0fb85eb0556c · outbound
This paper cites ComfyGen: Prompt-Adaptive Workflows for Text-to-Image Generation.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step ComfyGen: Prompt-Adaptive Workflows for Text-to-Image Generation
Reference 47
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.377436Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6f0fe4ad-7de2-45a4-bc9b-7cb90ad313d2 · outbound
This paper cites arXiv preprint arXiv:2409.01392 (2024).
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step arXiv preprint arXiv:2409.01392 (2024)
Reference 48
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.383805Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 29c6c530-c439-44ee-8e90-2d1218ebe5a9 · outbound
This paper cites Advances in neural infor- mation processing systems 35, 22199–22213 (2022).
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step Advances in neural infor- mation processing systems 35, 22199–22213 (2022)
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:32:48.119198Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 245fd680-d181-4e80-8d3c-104f62301a70 · outbound
This paper cites Chain-of-Thought Reasoning Without Prompting.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step Chain-of-Thought Reasoning Without Prompting
Reference 50
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.395722Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9550f5ca-5715-461a-b489-d4be99ff68a2 · outbound
This paper cites Training Verifiers to Solve Math Word Problems.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step Training Verifiers to Solve Math Word Problems
Reference 51
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.401062Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation abe25246-05e8-49ed-8ab2-8a362b467a93 · outbound
This paper cites https://openai.com/index/ learning-to-reason-with-llms/.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step https://openai.com/index/ learning-to-reason-with-llms/
Reference 52
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:32:48.103117Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 70124feb-1e7e-4d0b-b5b2-1f4228a692de · outbound
This paper cites Advances in neural information processing systems 30 (2017).
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step Advances in neural information processing systems 30 (2017)
Reference 53
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:32:48.086408Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 141cfdcd-5520-4890-8ba0-50dcfe5e650e · outbound
This paper cites Constitutional AI: Harmlessness from AI Feedback.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step Constitutional AI: Harmlessness from AI Feedback
Reference 54
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.419501Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aa0251be-08c1-431c-9df8-e8cee779af96 · outbound
This paper cites Robotics Research: Volume 1, 161–176 (2018).
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step Robotics Research: Volume 1, 161–176 (2018)
Reference 55
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:32:48.068969Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation dd549d22-6eaf-4d51-b6c9-afd1c0b4758b · outbound
This paper cites Dueling RL: Reinforcement Learning with Trajectory Preferences.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step Dueling RL: Reinforcement Learning with Trajectory Preferences
Reference 56
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.438395Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0bc97bd7-3bd9-4cc1-a4cc-ce7d25c1542d · outbound
This paper cites Advances in neural information processing systems 26 (2013).
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step Advances in neural information processing systems 26 (2013)
Reference 57
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:32:48.052863Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation fe872f6b-218b-4fbf-b8bb-544150c59223 · outbound
This paper cites Machine learning 97, 327–351 (2014).
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step Machine learning 97, 327–351 (2014)
Reference 58
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:32:48.037129Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 487da223-b5cd-4c8b-b54b-6a13d2a10d39 · outbound
This paper cites SLiC-HF: Sequence Likelihood Calibration with Human Feedback.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step SLiC-HF: Sequence Likelihood Calibration with Human Feedback
Reference 59
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.457214Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a030b60d-d2cf-4e86-8157-8129fb437613 · outbound
This paper cites the method of paired comparisons.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step the method of paired comparisons
Reference 60
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:32:48.012302Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation f27b1868-52a3-4671-8ce8-c4b67b1c9b62 · outbound
This paper cites Proximal Policy Optimization Algorithms.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step Proximal Policy Optimization Algorithms
Reference 61
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.468470Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 06a6ae0c-116b-420e-b4ca-318d7bb2800a · outbound
This paper cites Advances in Neural Information Processing Systems 36 (2024).
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step Advances in Neural Information Processing Systems 36 (2024)
Reference 62
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:32:47.993699Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation d2d891ec-a4d2-468d-b4d0-980f3d974430 · outbound
This paper cites WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct
Reference 63
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.479044Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1e07bc7b-13be-42f2-a374-0c0c02c58443 · outbound
This paper cites Is DPO Superior to PPO for LLM Alignment? A Comprehensive Study.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step Is DPO Superior to PPO for LLM Alignment? A Comprehensive Study
Reference 64
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.484359Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ee2a90fd-5316-4a53-beeb-f059953d7a95 · outbound
This paper cites Aligning CodeLLMs with Direct Preference Optimization.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step Aligning CodeLLMs with Direct Preference Optimization
Reference 65
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.490134Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4bf62b0e-ded0-4ade-8c5b-5219cb248b25 · outbound
This paper cites Code-Optimise: Self-Generated Preference Data for Correctness and Efficiency.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step Code-Optimise: Self-Generated Preference Data for Correctness and Efficiency
Reference 66
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.495881Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6d6e59f7-a3ac-4e3e-8d71-4650e0e8be58 · outbound
This paper cites Improve Vision Language Model Chain-of-thought Reasoning.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step Improve Vision Language Model Chain-of-thought Reasoning
Reference 67
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.501314Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 00e4ef6e-9293-4a0b-aa0c-5a4531ba478a · outbound
This paper cites https://github.com/meta-llama/llama3/ blob/main/MODEL CARD.md.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step https://github.com/meta-llama/llama3/ blob/main/MODEL CARD.md
Reference 68
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:32:47.975412Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation c85d5cab-dafa-44af-8aee-e51bfa7aad92 · outbound
This paper cites https://openai.com/ index/hello-gpt-4o/ (2024).
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step https://openai.com/ index/hello-gpt-4o/ (2024)
Reference 69
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:32:47.958500Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 9a87b054-f017-4058-a30f-7e36168e808c · outbound
This paper cites GPT-4 Technical Report.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step GPT-4 Technical Report
Reference 70
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.517639Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation be0612c3-4cfe-41d9-bd7f-92ff9e86d395 · outbound
This paper cites In: International Conference on Machine Learn- ing, pp.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step In: International Conference on Machine Learn- ing, pp
Reference 71
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:32:47.942121Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 072dc709-42dc-48c9-9b4b-eafc430dfd08 · outbound
This paper cites Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation
Reference 72
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.527690Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 50d7ee21-67eb-47af-a8c7-c6240e8089d9 · outbound
This paper cites Chameleon: Mixed-Modal Early-Fusion Foundation Models.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step Chameleon: Mixed-Modal Early-Fusion Foundation Models
Reference 73
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.532426Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dfea0120-e7eb-4e71-bf51-1c91556f40bd · outbound
This paper cites In: The Twelfth International Con- ference on Learning Representations (2024).
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step In: The Twelfth International Con- ference on Learning Representations (2024)
Reference 74
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:32:47.925393Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 8a630b36-2620-440c-97a1-2abbec01dcf2 · outbound
This paper cites Hierarchical Text-Conditional Image Generation with CLIP Latents.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step Hierarchical Text-Conditional Image Generation with CLIP Latents
Reference 75
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.544049Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ce03faab-d2cf-4f22-9a0b-445db9186bb3 · outbound
This paper cites SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis
Reference 76
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.550031Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e3af367b-9dda-49f8-88e6-d3f8d126f804 · outbound
This paper cites Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model
Reference 77
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.554937Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1f6435dc-bb0c-4923-9fe9-450e76224116 · outbound
This paper cites CoMat: Aligning Text-to-Image Diffusion Model with Image-to-Text Concept Matching.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step CoMat: Aligning Text-to-Image Diffusion Model with Image-to-Text Concept Matching
Reference 78
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.561266Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8ca7e623-3402-4938-8e5d-de2252e40115 · outbound
This paper cites Advances in neural information processing systems 30 (2017).
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step Advances in neural information processing systems 30 (2017)
Reference 79
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:32:47.906998Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation cd032d3d-c657-49ad-b66f-707e0762545e · outbound
This paper cites an unresolved cited work.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step Unresolved cited work
Reference 80
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T15:32:47.890749Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation f935dd1b-0b4e-436a-9b2b-46624a795abb · outbound
This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp
Reference 81
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.580857Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation affa5a69-a4cb-415c-89b4-cca260047913 · outbound
This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp
Reference 82
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:32:47.863859Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 4668aa73-4b97-4cd5-9c65-150ab26f9adb · outbound
This paper cites Autoregressive Image Generation without Vector Quantization.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step Autoregressive Image Generation without Vector Quantization
Reference 83
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.600985Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c164f945-7a93-4d79-9fd0-a2960160d058 · outbound
This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp
Reference 84
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.617205Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 23f23d38-ebe5-4dc7-b7b4-7dd8d7d9b13e · outbound
This paper cites Iterative Reasoning Preference Optimization.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step Iterative Reasoning Preference Optimization
Reference 85
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.622548Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ff62fa16-7ee7-4a7f-95ab-c2160dd40716 · outbound
This paper cites Qwen2 Technical Report.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step Qwen2 Technical Report
Reference 86
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.629650Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4e40192f-9fe9-4985-93f9-d080ab23c06e · outbound
This paper cites High-Resolution Image Synthesis with Latent Diffusion Models.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step High-Resolution Image Synthesis with Latent Diffusion Models
Reference 87
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.637932Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5a690ba6-c7be-4081-b376-ac467472254e · outbound
This paper cites World Model on Million-Length Video And Language With Blockwise RingAttention.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step World Model on Million-Length Video And Language With Blockwise RingAttention
Reference 88
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.646084Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5c44f91b-121b-4bc5-a07f-7a3947dbb51d · outbound
This paper cites SEED-X: Multimodal Models with Unified Multi-granularity Comprehension and Generation.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step SEED-X: Multimodal Models with Unified Multi-granularity Comprehension and Generation
Reference 89
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.654313Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f934ddae-9fec-4718-9936-829a27118b9a · outbound
This paper cites Janus-Pro: Unified Multimodal Understanding and Generation with Data and Model Scaling.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step Janus-Pro: Unified Multimodal Understanding and Generation with Data and Model Scaling
Reference 90
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.660605Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1356bd90-dd7b-4f44-ac42-bb7ae7c803a0 · outbound
This paper cites Training Language Models to Self-Correct via Reinforcement Learning.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step Training Language Models to Self-Correct via Reinforcement Learning
Reference 91
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.665734Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 442640bb-bc79-4d78-8cda-1086fa7fb338 · outbound
This paper cites Large Language Models Cannot Self-Correct Reasoning Yet.
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step Large Language Models Cannot Self-Correct Reasoning Yet
Reference 92
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:32:46.670055Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
Observation e42c13fd-978a-4186-a935-9deb61109a38 · inbound
Multimodal LLMs Can Reason about Aesthetics in Zero-Shot cites this paper.
Multimodal LLMs Can Reason about Aesthetics in Zero-Shot Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T20:16:09.308555Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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 2026-08-11T06:34:44.6726+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 2026-08-11T06:34:44.6726+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 2026-08-11T06:34:44.6726+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 2026-08-11T06:34:44.6726+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 2026-08-11T06:34:44.6726+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 2026-08-11T06:34:44.6726+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 2026-08-11T06:34:44.6726+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 2026-08-11T06:34:44.6726+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 2026-08-11T06:34:44.6726+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 2026-08-11T06:34:44.6726+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 2026-08-11T06:34:44.6726+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 2026-08-11T06:34:44.6726+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.