Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-07T16:44:23.162726Z
Paper Citation Record · LEDGER
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing
As of 5 August 2026, this Paper Citation Record lists 63 of 63 outbound references and 1 inbound Pith citation observation for arXiv:2604.25477.
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 2026-08-05T06:32:48.257954+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-01T12:46:26.361155Z
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
63 of 63 outbound references displayed
- verified exact40
- verified fuzzy23
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 73740e02-0d96-42af-b0d1-c863b672fd23 · outbound
This paper cites Qwen-image technical report.
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing Qwen-image technical report
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T01:53:22.760044Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation da4a5169-94a5-481b-8ab0-f078f695bc58 · outbound
This paper cites Flux.1: Text-to-image synthesis via flow matching.
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing Flux.1: Text-to-image synthesis via flow matching
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T01:53:22.773716Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e6407dff-9705-4b86-afee-73f05f1833de · outbound
This paper cites LongCat-Image Technical Report.
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing LongCat-Image Technical Report
Reference 3
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T08:04:13.097348Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation cf2b0ef5-1e57-459e-b41a-f72aca7847a8 · outbound
This paper cites Diffusion Models Beat GANs on Image Synthesis.
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing Diffusion Models Beat GANs on Image Synthesis
Reference 4
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T11:16:28.664120Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 29e42942-a3e1-4ebd-8478-6575cafff5a9 · outbound
This paper cites Diffusion model alignment using direct preference optimization.
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing Diffusion model alignment using direct preference optimization
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T01:53:22.770111Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 9f34a434-2d96-44b6-ab1d-403f338e664d · outbound
This paper cites Diffusion model-based image editing: A survey.
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing Diffusion model-based image editing: A survey
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T01:53:22.752553Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation cabc0059-27d7-411b-9ee9-83a62f687b16 · outbound
This paper cites Available: https://doi.org/10.1109/TPAMI.2025.3541625.
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing Available: https://doi.org/10.1109/TPAMI.2025.3541625
Reference 7
- Resolution
- verified exact
- arxiv_id, observed 2026-05-09T01:54:33.528913Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f72f2bd4-68eb-4927-84df-9deef36d0aba · outbound
This paper cites Freeedit: Mask-free reference-based image editing with multi-modal instruction.
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing Freeedit: Mask-free reference-based image editing with multi-modal instruction
Reference 8
- Resolution
- verified exact
- arxiv_id, observed 2026-05-09T01:54:33.337125Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation ad58f7de-10e7-4ba9-8171-728d7b61b5c1 · outbound
This paper cites Instructpix2pix: Learning to follow image editing instructions.
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing Instructpix2pix: Learning to follow image editing instructions
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T01:53:22.725917Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation bb741fb7-3229-4ecf-a488-0edd62e06dc6 · outbound
This paper cites Opencir: Conditional image repainting with open condition mixture.
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing Opencir: Conditional image repainting with open condition mixture
Reference 10
- Resolution
- verified exact
- arxiv_id, observed 2026-05-09T01:54:33.440860Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 9a8624f9-312b-4bea-a374-182e61e83d85 · outbound
This paper cites Step1X-Edit: A Practical Framework for General Image Editing.
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing Step1X-Edit: A Practical Framework for General Image Editing
Reference 11
- Resolution
- verified exact
- local_arxiv, observed 2026-05-11T23:36:15.161347Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 828ea5b4-6b90-4c8a-a609-701280c1e461 · outbound
This paper cites ImageGen-CoT: Enhancing Text-to-Image In-context Learning with Chain-of-Thought Reasoning.
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing ImageGen-CoT: Enhancing Text-to-Image In-context Learning with Chain-of-Thought Reasoning
Reference 12
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T23:36:14.891845Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 3736c31e-088e-43c5-9a0d-6b294d69ec5a · outbound
This paper cites T2i- compbench++: An enhanced and comprehensive benchmark for compositional text-to-image generation.
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing T2i- compbench++: An enhanced and comprehensive benchmark for compositional text-to-image generation
Reference 13
- Resolution
- verified exact
- arxiv_id, observed 2026-05-09T01:54:33.360355Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 3afb7641-7d3e-4996-8de2-cc175bde9563 · outbound
This paper cites LLM-grounded Diffusion: Enhancing Prompt Understanding of Text-to-Image Diffusion Models with Large Language Models.
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing LLM-grounded Diffusion: Enhancing Prompt Understanding of Text-to-Image Diffusion Models with Large Language Models
Reference 14
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T23:36:14.439069Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 04fc640f-7be7-417c-995c-3be27584dd79 · outbound
This paper cites Editthinker: Unlocking iterative reasoning for any image editor.
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing Editthinker: Unlocking iterative reasoning for any image editor
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T01:53:22.742542Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 16a7fbc1-2d8c-48ad-8c84-ba5171ba6826 · outbound
This paper cites Spatialreward: Verifiable spatial re- ward modeling for fine-grained spatial consistency in text-to- image generation.
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing Spatialreward: Verifiable spatial re- ward modeling for fine-grained spatial consistency in text-to- image generation
Reference 16
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T23:36:14.468761Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 899c43b0-7284-45d5-8a66-1a0a484e91e6 · outbound
This paper cites Evaluating compositional text-to-image generation: A benchmark and analysis.
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing Evaluating compositional text-to-image generation: A benchmark and analysis
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T01:53:22.732948Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b303e3d6-e2f8-47f2-ac89-4f9147c95d6b · outbound
This paper cites Envisioning Beyond the Pixels: Benchmarking Reasoning-Informed Visual Editing.
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing Envisioning Beyond the Pixels: Benchmarking Reasoning-Informed Visual Editing
Reference 18
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T23:36:14.352173Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 27ecd09a-cb02-4b5f-8f12-068f456b3d98 · outbound
This paper cites Unified Thinker: A General Reasoning Modular Core for Image Generation.
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing Unified Thinker: A General Reasoning Modular Core for Image Generation
Reference 19
- Resolution
- verified exact
- local_arxiv, observed 2026-05-11T23:36:14.310359Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation fc5f3209-64c3-4ef7-ae61-48c2e210d57c · outbound
This paper cites ThinkRL-Edit: Thinking in reinforcement learning for reasoning-centric image editing.
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing ThinkRL-Edit: Thinking in reinforcement learning for reasoning-centric image editing
Reference 20
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T23:36:14.406277Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 11f8678b-52ee-46bb-a237-a2a095868069 · outbound
This paper cites Thinkgen: Generalized thinking for visual generation.
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing Thinkgen: Generalized thinking for visual generation
Reference 21
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T23:36:14.616239Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 0b79ee05-19de-4b75-9059-95910782387a · outbound
This paper cites Reasonedit: Towards reasoning-enhanced image editing models.
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing Reasonedit: Towards reasoning-enhanced image editing models
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T01:53:22.710775Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b3c75896-eef1-4f10-a2cf-0c9328b07adc · outbound
This paper cites Flow-GRPO: Training Flow Matching Models via Online RL.
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing Flow-GRPO: Training Flow Matching Models via Online RL
Reference 23
- Resolution
- verified exact
- local_arxiv, observed 2026-05-11T23:36:14.265384Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation c25d9c85-cabc-4024-a324-d784b274e793 · outbound
This paper cites DanceGRPO: Unleashing GRPO on Visual Generation.
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing DanceGRPO: Unleashing GRPO on Visual Generation
Reference 24
- Resolution
- verified exact
- local_arxiv, observed 2026-05-11T23:36:14.547536Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 64613d6a-9da2-4229-81cf-77bb937a4c28 · outbound
This paper cites Text-guided human image manipulation via image-text shared space.
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing Text-guided human image manipulation via image-text shared space
Reference 25
- Resolution
- verified exact
- arxiv_id, observed 2026-05-09T01:54:33.476823Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6a5a6188-b894-4023-9c52-5bf9bb7e0c77 · outbound
This paper cites Consistent image layout editing with diffusion models.
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing Consistent image layout editing with diffusion models
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T01:53:22.729744Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b1e52f75-d346-4692-ae33-8a7dc5409961 · outbound
This paper cites Instruction-driven multi-weather image translation based on a large-scale image editing model.
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing Instruction-driven multi-weather image translation based on a large-scale image editing model
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T01:53:22.777501Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation df5b1cae-7ac9-4b93-85a4-596b0a45b8ec · outbound
This paper cites Spherical patch generative adversarial net for unconditional panoramic image generation.
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing Spherical patch generative adversarial net for unconditional panoramic image generation
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T01:53:22.766814Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e2488ebd-e723-465e-a624-17eb706f3741 · outbound
This paper cites Talk-to-edit: Fine-grained 2d and 3d facial editing via dialog.
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing Talk-to-edit: Fine-grained 2d and 3d facial editing via dialog
Reference 29
- Resolution
- verified exact
- arxiv_id, observed 2026-05-09T01:54:33.540347Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation c55d235e-5357-4cbf-b99f-4d7a887201ad · outbound
This paper cites Pixel-inconsistency modeling for image manipulation localization.
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing Pixel-inconsistency modeling for image manipulation localization
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T01:53:22.703325Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 1c32b0bc-f36b-4399-bb2c-308a63bd4c8c · outbound
This paper cites Available: https://doi.org/10.1109/TPAMI.2025.3541028.
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing Available: https://doi.org/10.1109/TPAMI.2025.3541028
Reference 31
- Resolution
- verified exact
- arxiv_id, observed 2026-05-09T01:54:33.324518Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6b8c1c3e-7906-4516-854c-c5d66461ae70 · outbound
This paper cites DeepGen 1.0: A Lightweight Unified Multimodal Model for Advancing Image Generation and Editing.
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing DeepGen 1.0: A Lightweight Unified Multimodal Model for Advancing Image Generation and Editing
Reference 32
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T23:36:14.501643Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d8a0129d-69c8-44e9-8535-45921df8aa5c · outbound
This paper cites Unit: Unified multimodal chain-of-thought test-time scaling.
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing Unit: Unified multimodal chain-of-thought test-time scaling
Reference 33
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T23:36:14.991572Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation fcd9db07-65e3-46c4-ad55-35d2c64da4f8 · outbound
This paper cites EndoCoT: Scaling Endogenous Chain-of-Thought Reasoning in Diffusion Models.
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing EndoCoT: Scaling Endogenous Chain-of-Thought Reasoning in Diffusion Models
Reference 34
- Resolution
- verified exact
- arxiv_id, observed 2026-06-19T17:11:33.200899Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b8c0d12c-b40a-44b2-b485-9237c2a35a49 · outbound
This paper cites Promptrl: Prompt matters in rl for flow-based image generation.
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing Promptrl: Prompt matters in rl for flow-based image generation
Reference 35
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T23:36:14.423005Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5069e3b1-03fb-4cd7-ac4c-5045a2fe31c9 · outbound
This paper cites Consensus- agent deep reinforcement learning for face aging.
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing Consensus- agent deep reinforcement learning for face aging
Reference 36
- Resolution
- verified exact
- arxiv_id, observed 2026-05-09T01:54:33.505730Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 867a5b1b-9c61-49c5-b085-af5d8f4e8a46 · outbound
This paper cites RePlan: Reasoning-guided Region Planning for Complex Instruction-based Image Editing.
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing RePlan: Reasoning-guided Region Planning for Complex Instruction-based Image Editing
Reference 37
- Resolution
- verified exact
- arxiv_id, observed 2026-07-17T02:20:37.504540Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 3013bbfc-e023-45e3-bcf8-905ad6be7cf9 · outbound
This paper cites Unireason 1.0: A unified reasoning framework for world knowledge aligned image generation and editing.
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing Unireason 1.0: A unified reasoning framework for world knowledge aligned image generation and editing
Reference 38
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T23:36:14.295984Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a554675a-cfa5-4429-b558-f0de6edad0a5 · outbound
This paper cites Think-then-generate: Reasoning-aware text-to-image diffusion with llm encoders.
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing Think-then-generate: Reasoning-aware text-to-image diffusion with llm encoders
Reference 39
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T23:36:14.509617Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e21c94ba-54da-47bc-b5b6-1dc291e982b4 · outbound
This paper cites Edit-r1: Unleashing reasoning-based reinforcement learning for image editing.
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing Edit-r1: Unleashing reasoning-based reinforcement learning for image editing
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T01:53:22.714241Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 60500e0a-e98e-4cdb-bab1-659564550e67 · outbound
This paper cites WISE: A World Knowledge-Informed Semantic Evaluation for Text-to-Image Generation.
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing WISE: A World Knowledge-Informed Semantic Evaluation for Text-to-Image Generation
Reference 41
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T16:24:27.819650Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 9cb1fd09-c8e8-422d-a062-c3282912cde1 · outbound
This paper cites Spatialclip: Learning 3d-aware image representations from spatially discriminative language.
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing Spatialclip: Learning 3d-aware image representations from spatially discriminative language
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T01:53:22.739413Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation dd654700-f1a2-4a2c-8b0c-cde4dba1cc01 · outbound
This paper cites OneReward: Unified Mask-Guided Image Generation via Multi-Task Human Preference Learning.
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing OneReward: Unified Mask-Guided Image Generation via Multi-Task Human Preference Learning
Reference 43
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T23:36:14.767670Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation b31ef99a-4856-4ea1-9156-853034934313 · outbound
This paper cites Describe, spot and explain: Interpretable representation learning for discriminative visual reasoning.
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing Describe, spot and explain: Interpretable representation learning for discriminative visual reasoning
Reference 44
- Resolution
- verified exact
- arxiv_id, observed 2026-05-09T01:54:33.518102Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 70a50361-b532-424a-bf54-9d9835b922f9 · outbound
This paper cites Editscore: Unlocking online rl for image editing via high-fidelity reward modeling.
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing Editscore: Unlocking online rl for image editing via high-fidelity reward modeling
Reference 45
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T23:36:14.389149Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 3868c4d7-7de3-46c5-9218-3dfcd9f085f1 · outbound
This paper cites Editreward: A human- aligned reward model for instruction-guided image editing.
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing Editreward: A human- aligned reward model for instruction-guided image editing
Reference 46
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T23:36:14.458415Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e9f2bb27-9ede-4220-9e40-7ad7c4d29650 · outbound
This paper cites Decompose and compare consistency: Measuring vlms’ answer reliability via task-decomposition consistency comparison.
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing Decompose and compare consistency: Measuring vlms’ answer reliability via task-decomposition consistency comparison
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T01:53:22.717723Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 8cc3be6f-688a-4af2-a6da-c2c03df58f84 · outbound
This paper cites A minimalist approach to llm reasoning: from rejection sampling to reinforce.
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing A minimalist approach to llm reasoning: from rejection sampling to reinforce
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T01:53:22.745853Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 13fbd3b2-276d-40d2-a930-0b52616a2d80 · outbound
This paper cites Star-ds: Step-level uncertainty-aware reasoning data selection in reinforcement learning for llm multi-step reasoning.
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing Star-ds: Step-level uncertainty-aware reasoning data selection in reinforcement learning for llm multi-step reasoning
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T01:53:22.706888Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation ba05cc04-9a67-48db-bad7-3ebdac4a083f · outbound
This paper cites Deepseekmath: Pushing the limits of mathematical reasoning in open language models.
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing Deepseekmath: Pushing the limits of mathematical reasoning in open language models
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T01:53:22.721277Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation df859c47-4841-44d5-bc39-21db35dd212c · outbound
This paper cites Generative multimodal models are in-context learners.
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing Generative multimodal models are in-context learners
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T01:53:22.735789Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e2e9b417-bf7c-4baa-88d4-7b6fc997eee4 · outbound
This paper cites Omnigen: Unified image generation.
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing Omnigen: Unified image generation
Reference 52
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T01:53:22.749137Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a6b4084a-6e5c-4be7-b4d8-b60f0d7ccc78 · outbound
This paper cites Ovis: Structural Embedding Alignment for Multimodal Large Language Model.
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing Ovis: Structural Embedding Alignment for Multimodal Large Language Model
Reference 53
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T23:36:14.874224Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 6aca301e-b303-4904-b415-24b450a7d9eb · outbound
This paper cites Emerging Properties in Unified Multimodal Pretraining.
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing Emerging Properties in Unified Multimodal Pretraining
Reference 54
- Resolution
- verified exact
- local_arxiv, observed 2026-05-11T23:36:14.448393Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation af292168-a3a3-45c9-870e-4093f538a5f4 · outbound
This paper cites Uni-cot: Towards unified chain-of-thought reasoning across text and vision.arXiv preprint arXiv:2508.05606.
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing Uni-cot: Towards unified chain-of-thought reasoning across text and vision.arXiv preprint arXiv:2508.05606
Reference 55
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T23:36:14.339354Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation fbbc63a1-53f6-4066-b9cd-f6e3dd5593ea · outbound
This paper cites Magicbrush: A manually annotated dataset for instruction-guided image editing.
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing Magicbrush: A manually annotated dataset for instruction-guided image editing
Reference 56
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T01:53:22.756741Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a4a839c6-1044-4bb1-a390-b194736c4edc · outbound
This paper cites Anyedit: Mastering unified high-quality image editing for any idea.
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing Anyedit: Mastering unified high-quality image editing for any idea
Reference 57
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T01:53:22.763254Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 555a3239-68b4-41bd-8c0e-c1a7bc3856e1 · outbound
This paper cites HiDream-I1: A High-Efficient Image Generative Foundation Model with Sparse Diffusion Transformer.
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing HiDream-I1: A High-Efficient Image Generative Foundation Model with Sparse Diffusion Transformer
Reference 58
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T17:13:39.137651Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation cc3ba391-0e60-4e04-8d7c-82b41e592fad · outbound
This paper cites ByteMorph: Benchmarking Instruction-Guided Image Editing with Non-Rigid Motions.
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing ByteMorph: Benchmarking Instruction-Guided Image Editing with Non-Rigid Motions
Reference 59
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T23:36:14.376218Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation ee52f3b7-b9ad-4781-99ba-833876aff080 · outbound
This paper cites OmniGen2: Towards Instruction-Aligned Multimodal Generation.
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing OmniGen2: Towards Instruction-Aligned Multimodal Generation
Reference 60
- Resolution
- verified exact
- local_arxiv, observed 2026-05-11T23:36:15.095575Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 903d680e-eb14-4211-995c-f28a796fab80 · outbound
This paper cites UniWorld-V1: High-Resolution Semantic Encoders for Unified Visual Understanding and Generation.
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing UniWorld-V1: High-Resolution Semantic Encoders for Unified Visual Understanding and Generation
Reference 61
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T17:34:27.304691Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 3cd9d8c5-c127-464c-8674-8b05fbce0139 · outbound
This paper cites Qwen3-vl technical report.
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing Qwen3-vl technical report
Reference 62
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-27T01:53:22.781074Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 985954a5-013f-4361-bb59-b5aa280e606d · outbound
This paper cites KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models.
DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models
Reference 63
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T23:36:14.561125Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Pith citing papers
Observation 7986f710-a863-4c66-abf6-9f4786b1f9fa · inbound
ExpertVerse: A General-Purpose Benchmark for Expert-Level Reasoning in Knowledge-Intensive Visual Synthesis cites this paper.
ExpertVerse: A General-Purpose Benchmark for Expert-Level Reasoning in Knowledge-Intensive Visual Synthesis DDA-Thinker: Decoupled Dual-Atomic Reinforcement Learning for Reasoning-Driven Image Editing
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T12:46:26.361155Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.