Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T19:32:45.728129Z
Paper Citation Record · LEDGER
Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing
As of 10 August 2026, this Paper Citation Record lists 62 of 62 outbound references and 4 inbound Pith citation observations for arXiv:2507.05259.
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 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-07-03T21:23:41.271521Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-03T21:28:58.202513Z
Reference resolution
62 of 62 outbound references displayed
- verified exact2
- verified fuzzy29
- unresolved30
- parse uncertain0
- malformed identifier1
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 62264a14-dd45-428c-a896-89b51a4fa27d · outbound
This paper cites GPT-4 Technical Report.
Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing GPT-4 Technical Report
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:32:41.504499Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 97d8914f-1fc9-4174-be9a-e6bf0b986d19 · outbound
This paper cites Pixtral 12B.
Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing Pixtral 12B
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:32:41.581935Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 557c5913-a0a4-4ad1-97ae-d7b10a672802 · outbound
This paper cites Blended diffusion for text-driven editing of natural images.
Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing Blended diffusion for text-driven editing of natural images
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:32:52.634215Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 728e415b-9943-4f5d-bc5a-8e4d492585ce · outbound
This paper cites In- structpix2pix: Learning to follow image editing instructions.
Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing In- structpix2pix: Learning to follow image editing instructions
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:32:52.621734Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 0c08b3fd-12c6-4c45-b51e-ef50f0ef94e0 · outbound
This paper cites Masactrl: Tuning-free mu- tual self-attention control for consistent image synthesis and editing.
Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing Masactrl: Tuning-free mu- tual self-attention control for consistent image synthesis and editing
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:32:52.609992Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 7d3d9227-5a5c-4b36-a7e7-7482dff29988 · outbound
This paper cites Training-free layout control with cross-attention guidance.
Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing Training-free layout control with cross-attention guidance
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:32:52.597533Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 68654cad-5d06-4969-bf1a-6e8b09c2d2ca · outbound
This paper cites Anydoor: Zero-shot object-level image customization.
Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing Anydoor: Zero-shot object-level image customization
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:32:52.585984Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 4739ab60-efb5-4809-8fbd-5a677a31261a · outbound
This paper cites Internvl2: Better than the best—expanding performance boundaries of open-source multimodal models with the progressive scaling strategy, 2024.
Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing Internvl2: Better than the best—expanding performance boundaries of open-source multimodal models with the progressive scaling strategy, 2024
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:32:52.574598Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation c40e1247-60f9-458a-af97-07ba9ed7cd95 · outbound
This paper cites Palm: Scaling language modeling with pathways.
Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing Palm: Scaling language modeling with pathways
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:32:52.563014Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e6965ab5-6ae9-4758-bcde-0a869d9fc329 · outbound
This paper cites The Llama 3 Herd of Models.
Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing The Llama 3 Herd of Models
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:32:42.263803Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f36aeafc-e210-41f4-bcc3-848112e5c848 · outbound
This paper cites Guiding Instruction-based Image Editing via Multimodal Large Language Models.
Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing Guiding Instruction-based Image Editing via Multimodal Large Language Models
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:32:42.333317Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c313c0ba-7a4c-4cee-9574-23e847077de7 · outbound
This paper cites SEED-X: Multimodal Models with Unified Multi-granularity Comprehension and Generation.
Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing SEED-X: Multimodal Models with Unified Multi-granularity Comprehension and Generation
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:32:42.403461Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4fd1cad2-7a1f-443b-9afb-6a6b08c36d8f · outbound
This paper cites Instructdiffusion: A generalist modeling in- terface for vision tasks.
Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing Instructdiffusion: A generalist modeling in- terface for vision tasks
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:32:52.552034Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 9998cef6-2569-44a6-a791-3eed2bf3561d · outbound
This paper cites Prompt-to-Prompt Image Editing with Cross Attention Control.
Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing Prompt-to-Prompt Image Editing with Cross Attention Control
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:32:42.560210Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1de48d7c-4515-4862-8826-3ee2167a3db3 · outbound
This paper cites Style aligned image generation via shared at- tention.
Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing Style aligned image generation via shared at- tention
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:32:52.539324Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation ab05c0ca-e2eb-4a41-8e17-eea520fa0a83 · outbound
This paper cites Smartedit: Exploring complex instruction-based image editing with multimodal large lan- guage models.
Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing Smartedit: Exploring complex instruction-based image editing with multimodal large lan- guage models
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:32:52.463945Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 1dc294f0-6dd8-4fbb-a2aa-c525f81a5961 · outbound
This paper cites Pnp inversion: Boosting diffusion-based editing with 3 lines of code.
Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing Pnp inversion: Boosting diffusion-based editing with 3 lines of code
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:32:52.420779Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation bd2b23d6-f543-4e95-8a79-aee667858ea0 · outbound
This paper cites Noise conditional flow model for learning the super-resolution.
Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing Noise conditional flow model for learning the super-resolution
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:32:52.348765Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b4867903-7034-412f-a0ae-9e36801a670d · outbound
This paper cites Segment any- thing.
Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing Segment any- thing
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:32:42.963491Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e2ce7c9f-3096-4e2f-9f54-879be52b4233 · outbound
This paper cites Lisa: Reasoning segmentation via large language model.
Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing Lisa: Reasoning segmentation via large language model
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:32:52.272762Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 68792403-392f-4e8d-8993-2e436b2c56be · outbound
This paper cites Gligen: Open-set grounded text-to-image generation.
Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing Gligen: Open-set grounded text-to-image generation
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:32:52.169380Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 21dffc6e-e9a0-49c7-93ac-ec2f8af2df35 · outbound
This paper cites Visual instruction tuning.
Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing Visual instruction tuning
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:32:52.068895Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation a16ef5aa-00a3-4bff-bcca-3c31ac7cc9b7 · outbound
This paper cites Grounding dino: Marrying dino with grounded pre-training for open-set object detection.
Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing Grounding dino: Marrying dino with grounded pre-training for open-set object detection
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:32:51.735645Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 3a041cb7-e4cc-4e00-85d6-3ff1d59b366b · outbound
This paper cites Repaint: Inpainting us- ing denoising diffusion probabilistic models.
Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing Repaint: Inpainting us- ing denoising diffusion probabilistic models
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:32:51.443761Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 7d632eaa-fc7c-406a-a01c-1685080a3894 · outbound
This paper cites SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equations.
Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equations
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:32:43.372032Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3888885d-34eb-499f-aaca-80d041c41a91 · outbound
This paper cites DragonDiffusion: Enabling Drag-style Manipulation on Diffusion Models.
Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing DragonDiffusion: Enabling Drag-style Manipulation on Diffusion Models
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:32:43.471973Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 703304f1-392c-417f-b5b6-f63faec85851 · outbound
This paper cites GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models.
Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:32:43.512734Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cfe16a15-78d0-45ac-ac80-c2025c25e2ed · outbound
This paper cites Compositional Text-to-Image Generation with Dense Blob Representations.
Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing Compositional Text-to-Image Generation with Dense Blob Representations
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:32:43.604776Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6a96982a-e168-4c13-bf54-664115a9ad96 · outbound
This paper cites Zero-shot image-to-image translation.
Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing Zero-shot image-to-image translation
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:32:51.133102Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 0d8a6db9-f5d0-4832-a43f-7c75154afa47 · outbound
This paper cites DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation.
Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:32:43.710244Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 03cf15ca-79ba-4b95-8f5a-c9cc6d132e4a · outbound
This paper cites SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis.
Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:32:43.800318Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 02b4a0a6-cd21-4657-a825-68130c2a4637 · outbound
This paper cites Glamm: Pixel grounding large multimodal model.
Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing Glamm: Pixel grounding large multimodal model
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:32:50.751818Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 95d3c306-0c93-4215-8336-89c210ae41e3 · outbound
This paper cites Grounded SAM: Assembling Open-World Models for Diverse Visual Tasks.
Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing Grounded SAM: Assembling Open-World Models for Diverse Visual Tasks
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:32:43.945524Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bb9e2040-d8b1-4911-afb8-c362241c31da · outbound
This paper cites High-resolution image synthesis with latent diffusion models.
Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing High-resolution image synthesis with latent diffusion models
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:32:44.014907Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ef2bddaf-4d20-4d0b-8650-a35dc71bc7d1 · outbound
This paper cites Laion-5b: An open large-scale dataset for training next gen- eration image-text models.
Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing Laion-5b: An open large-scale dataset for training next gen- eration image-text models
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:32:50.482594Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e41862ce-136d-408a-90f1-a1f2cc7404bd · outbound
This paper cites Empowering Visual Creativity: A Vision-Language Assistant to Image Editing Recommendations.
Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing Empowering Visual Creativity: A Vision-Language Assistant to Image Editing Recommendations
Reference 36
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T19:32:46.215858Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f0573a96-8a20-46d7-a9e2-7d3f1886828b · outbound
This paper cites Emu edit: Precise image editing via recognition and genera- tion tasks.
Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing Emu edit: Precise image editing via recognition and genera- tion tasks
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:32:44.237153Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 832b3744-2a16-4764-acad-7288d129328e · outbound
This paper cites Dragdiffusion: Harnessing diffusion models for interactive point-based image editing.
Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing Dragdiffusion: Harnessing diffusion models for interactive point-based image editing
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:32:50.141545Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 3f78ea67-50d3-462b-9cbe-7d368799f5ca · outbound
This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.
Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:32:44.366278Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3e2a25c2-a351-4fcf-8607-66ab9a10eb54 · outbound
This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.
Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing Llama 2: Open Foundation and Fine-Tuned Chat Models
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:32:44.440726Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9610d24a-9036-40ab-9133-bcca4c067b50 · outbound
This paper cites Mulan: A multi layer annotated dataset for controllable text-to-image generation.
Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing Mulan: A multi layer annotated dataset for controllable text-to-image generation
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:32:49.833442Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation bfe216b7-83f1-4589-857d-02ae94dae6be · outbound
This paper cites Instancediffusion: Instance- level control for image generation.
Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing Instancediffusion: Instance- level control for image generation
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:32:49.484380Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e0ba71da-5963-43a4-9bb8-a194b214a125 · outbound
This paper cites GenArtist: Multimodal LLM as an Agent for Unified Image Generation and Editing.
Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing GenArtist: Multimodal LLM as an Agent for Unified Image Generation and Editing
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:32:44.673388Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fb21f4b3-4718-4a4e-86f2-b16d97a62a81 · outbound
This paper cites Turboedit: Instant text-based image editing.
Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing Turboedit: Instant text-based image editing
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:32:49.186137Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f4e9f5eb-1df1-43b0-b36b-54afe08a9fdf · outbound
This paper cites OmniGen: Unified Image Generation.
Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing OmniGen: Unified Image Generation
Reference 45
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:32:44.828420Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1fa43bd6-d577-4ab3-823e-46335f495e6e · outbound
This paper cites IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models.
Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:32:44.894528Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fd8f5a0d-211f-4ebc-a163-aa47c871787a · outbound
This paper cites Magicbrush: A manually annotated dataset for instruction- guided image editing.
Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing Magicbrush: A manually annotated dataset for instruction- guided image editing
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:32:48.890155Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation a208d788-1032-413f-be9c-d49c3a3a8a82 · outbound
This paper cites Hive: Harnessing human feedback for instructional visual editing.
Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing Hive: Harnessing human feedback for instructional visual editing
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:32:48.614594Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 16e1d124-d5d1-42fa-83bf-afffed9d0d21 · outbound
This paper cites In-Context Edit: Enabling Instructional Image Editing with In-Context Generation in Large Scale Diffusion Transformer.
Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing In-Context Edit: Enabling Instructional Image Editing with In-Context Generation in Large Scale Diffusion Transformer
Reference 49
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:32:45.106357Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bd5934f5-23d3-428b-b432-ddf5a0879a11 · outbound
This paper cites UltraEdit: Instruction-based Fine-Grained Image Editing at Scale.
Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing UltraEdit: Instruction-based Fine-Grained Image Editing at Scale
Reference 50
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:32:45.146541Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f08a4b94-527e-404d-b7dc-a9c12a47c3d5 · outbound
This paper cites Judging llm-as-a-judge with mt-bench and chatbot arena.
Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing Judging llm-as-a-judge with mt-bench and chatbot arena
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:32:48.315709Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 1075aa66-f2bc-4d64-b2ca-5d6d613deb8c · outbound
This paper cites MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models.
Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models
Reference 52
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:32:45.233934Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6ae70785-b36c-47d1-9fd0-8a3bcf5ac773 · outbound
This paper cites A Task is Worth One Word: Learning with Task Prompts for High-Quality Versatile Image Inpainting.
Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing A Task is Worth One Word: Learning with Task Prompts for High-Quality Versatile Image Inpainting
Reference 53
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:32:45.293019Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 37cb25af-62b5-4ac5-9c5d-de89e802d44d · outbound
This paper cites an unresolved cited work.
Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing Unresolved cited work
Reference 54
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:32:47.996038Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f2ea9dfa-9f7c-48d2-a6c1-4a8ff7dbd509 · outbound
This paper cites Our X-Planner leverages GLaMM [32] as the base model, built on Vicuna-7B [51].
Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing Our X-Planner leverages GLaMM [32] as the base model, built on Vicuna-7B [51]
Reference 55
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:32:47.637717Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 11349976-dea2-4333-87f5-78492c88c9d6 · outbound
This paper cites an unresolved cited work.
Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing Unresolved cited work
Reference 56
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:32:47.312759Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 139951ff-ff3e-4817-a375-b547efc40d41 · outbound
This paper cites an unresolved cited work.
Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing Unresolved cited work
Reference 57
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:32:47.087834Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation bc9f969c-84d7-4eaf-867f-47b321f50f59 · outbound
This paper cites an unresolved cited work.
Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing Unresolved cited work
Reference 58
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:32:46.945727Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation d9c00314-9a8b-41f1-8b71-b70383d6a4f3 · outbound
This paper cites an unresolved cited work.
Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing Unresolved cited work
Reference 59
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:32:46.797556Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 6300a305-c7e6-4d50-b7fe-cd4c4adc6092 · outbound
This paper cites This allows us to isolate the effect of training signal quality from the underlying data generator.
Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing This allows us to isolate the effect of training signal quality from the underlying data generator
Reference 60
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:32:46.642929Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 7d23411e-e19f-45a6-a314-5d3db4d3e29b · outbound
This paper cites Each ex- ample demonstrates how X-Planner tailors its outputs to 3 Figure 11.
Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing Each ex- ample demonstrates how X-Planner tailors its outputs to 3 Figure 11
Reference 61
- Resolution
- malformed identifier
- raw_fallback, observed 2026-08-06T19:32:46.490501Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f00e59bf-f8ee-487a-93aa-b546c21a71a7 · outbound
This paper cites an unresolved cited work.
Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing Unresolved cited work
Reference 62
- Resolution
- verified exact
- raw_fallback, observed 2026-08-06T19:32:45.958253Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Pith citing papers
Observation 08e9a597-8247-4eed-a14c-ebfd2a55ebd3 · inbound
Editor's Choice: Evaluating Abstract Intent in Image Editing through Atomic Entity Analysis cites this paper.
Editor's Choice: Evaluating Abstract Intent in Image Editing through Atomic Entity Analysis Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing
Reference 65
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T14:25:46.032527Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 44bcc06e-8e42-4468-9c79-91a6a43b307e · inbound
From Plans to Pixels: Learning to Plan and Orchestrate for Open-Ended Image Editing cites this paper.
From Plans to Pixels: Learning to Plan and Orchestrate for Open-Ended Image Editing Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing
Reference 53
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T03:24:55.960331Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 0d9305b3-36b3-4996-afb1-4033a09e72b7 · inbound
GMO-E$^2$DIT: Grounded Multi-Operation Editing for E-Commerce Images cites this paper.
GMO-E$^2$DIT: Grounded Multi-Operation Editing for E-Commerce Images Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing
Reference 39
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T13:56:58.999655Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 2f251400-72a3-478f-8759-2d40a7e256ca · inbound
GMO-E$^2$DIT: Grounded Multi-Operation Editing for E-Commerce Images cites this paper.
GMO-E$^2$DIT: Grounded Multi-Operation Editing for E-Commerce Images Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing
Reference 39
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T21:28:58.204585Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.