Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-16T00:58:58.889980Z
Paper Citation Record · LEDGER
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing
As of 19 August 2026, this Paper Citation Record lists 71 of 71 outbound references and 3 inbound Pith citation observations for arXiv:2505.02370.
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 2026-08-19T06:32:44.657259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-04T20:08:58.003125Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-12T18:17:45.316418Z
Reference resolution
71 of 71 outbound references displayed
- verified exact0
- verified fuzzy52
- unresolved18
- parse uncertain0
- malformed identifier1
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 9d812067-5033-4276-b8df-8df23accbf0b · outbound
This paper cites GPT-4 Technical Report.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing GPT-4 Technical Report
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T00:58:58.518144Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 33e098fe-9474-4f46-b51e-ff8dd57e49ac · outbound
This paper cites eDiff-I: Text-to-Image Diffusion Models with an Ensemble of Expert Denoisers.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing eDiff-I: Text-to-Image Diffusion Models with an Ensemble of Expert Denoisers
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T00:58:58.524142Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 35052ba8-ec72-416f-8ead-55132203b259 · outbound
This paper cites Improving image generation with better captions.Computer Science.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Improving image generation with better captions.Computer Science
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:59:00.282077Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 7d1333cf-4601-4239-ba37-1a736d4070fb · outbound
This paper cites Instructpix2pix: Learning to follow image editing instructions.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Instructpix2pix: Learning to follow image editing instructions
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:59:00.264054Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation d562a77b-f7ed-4e1a-855a-25f02467eb5d · outbound
This paper cites Masactrl: Tuning-free mutual self-attention control for consistent image synthesis and editing.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Masactrl: Tuning-free mutual self-attention control for consistent image synthesis and editing
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:59:00.247910Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation f645f23d-8b77-4260-adcb-c845e7d92b47 · outbound
This paper cites Diffedit: Diffusion-based semantic image editing with mask guidance.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Diffedit: Diffusion-based semantic image editing with mask guidance
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:59:00.230984Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation db1f6a58-d43d-463c-88f6-a229e6054bc1 · outbound
This paper cites Noiseclr: A contrastive learning approach for unsupervised discovery of interpretable directions in diffusion models.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Noiseclr: A contrastive learning approach for unsupervised discovery of interpretable directions in diffusion models
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:59:00.215109Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 1c935474-5712-41e1-8f49-c882ed78cb52 · outbound
This paper cites Prdp: Proximal reward difference prediction for large-scale reward finetuning of diffusion models.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Prdp: Proximal reward difference prediction for large-scale reward finetuning of diffusion models
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:59:00.198992Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 035f35ee-ea20-4db5-9521-55f74f956ea6 · outbound
This paper cites Diffusion models beat gans on image synthesis.NeurIPS, 2021.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Diffusion models beat gans on image synthesis.NeurIPS, 2021
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T00:58:58.562935Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a3ffbb5b-ff6a-4c3c-9ee3-ada4fccce1c9 · outbound
This paper cites Scaling rectified flow transformers for high-resolution image synthesis.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Scaling rectified flow transformers for high-resolution image synthesis
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:59:00.171511Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation a453ea29-a94b-40bb-b58b-57801437ed0b · outbound
This paper cites Reinforcement learning for fine-tuning text-to-image diffusion models.NeurIPS, 2024.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Reinforcement learning for fine-tuning text-to-image diffusion models.NeurIPS, 2024
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:59:00.155349Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 04a6d2f9-3186-47f5-bc74-8cb80421afcf · outbound
This paper cites Guiding instruction-based image editing via multimodal large language models.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Guiding instruction-based image editing via multimodal large language models
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:59:00.137256Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation acce312d-56fe-49cc-be0f-1a1c30f22f07 · outbound
This paper cites SEED-Data-Edit Technical Report: A Hybrid Dataset for Instructional Image Editing.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing SEED-Data-Edit Technical Report: A Hybrid Dataset for Instructional Image Editing
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T00:58:58.583505Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b4637dfb-748a-4b3a-ac61-8bc13b7f44d5 · outbound
This paper cites Instructdiffusion: A generalist modeling interface for vision tasks.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Instructdiffusion: A generalist modeling interface for vision tasks
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:59:00.120754Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 15e2fa34-43ce-4e88-8a47-1fcff88f1eb4 · outbound
This paper cites Geneval: An object-focused framework for evaluating text-to-image alignment.NeurIPS, 2024.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Geneval: An object-focused framework for evaluating text-to-image alignment.NeurIPS, 2024
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:59:00.103081Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 3b1d2638-60c8-49ea-b33f-63d34a624c71 · outbound
This paper cites Multi-reward as condition for instruction-based image editing.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Multi-reward as condition for instruction-based image editing
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:59:00.084160Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 04a91613-20ea-47f3-a5f2-4a764d2b48e7 · outbound
This paper cites Focus on your instruction: Fine-grained and multi-instruction image editing by attention modulation.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Focus on your instruction: Fine-grained and multi-instruction image editing by attention modulation
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:59:00.065402Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation d09f7dd2-da99-4027-af9b-e5f2a3c2f72e · outbound
This paper cites Focus on your instruction: Fine-grained and multi-instruction image editing by attention modulation.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Focus on your instruction: Fine-grained and multi-instruction image editing by attention modulation
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:59:00.048132Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 088e93e6-4499-4587-b46d-1dded87449e5 · outbound
This paper cites Prompt-to-prompt image editing with cross-attention control.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Prompt-to-prompt image editing with cross-attention control
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:59:00.030155Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 065efc7e-7845-45fd-bffb-fc339ee6bf92 · outbound
This paper cites Classifier-Free Diffusion Guidance.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Classifier-Free Diffusion Guidance
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T00:58:58.618394Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4b495ef4-fcf4-4cde-9d1b-ae9dcc132676 · outbound
This paper cites Denoising diffusion probabilistic models.NeurIPS, 2020.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Denoising diffusion probabilistic models.NeurIPS, 2020
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:59:00.013064Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation e55eb801-9bee-41a4-a12f-6e274dd0f146 · outbound
This paper cites ELLA: Equip Diffusion Models with LLM for Enhanced Semantic Alignment.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing ELLA: Equip Diffusion Models with LLM for Enhanced Semantic Alignment
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T00:58:58.629068Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 90f3cc2d-3580-4bb9-949e-8714a6e27de9 · outbound
This paper cites T2i-compbench: A comprehensive benchmark for open-world compositional text-to-image generation.NeurIPS, 2023.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing T2i-compbench: A comprehensive benchmark for open-world compositional text-to-image generation.NeurIPS, 2023
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T00:58:58.634719Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9d5bac7f-bba6-4c98-af6c-5e102912adb8 · outbound
This paper cites Smartedit: Exploring complex instruction-based image editing with multimodal large language models.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Smartedit: Exploring complex instruction-based image editing with multimodal large language models
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:58:59.983978Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 6fd761e8-8993-4376-a8f1-e1ad2e474a72 · outbound
This paper cites HQ-Edit: A High-Quality Dataset for Instruction-based Image Editing.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing HQ-Edit: A High-Quality Dataset for Instruction-based Image Editing
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T00:58:58.644208Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cc45dc74-4d21-4e78-a649-cfea055e3e58 · outbound
This paper cites RLAIF vs. RLHF: Scaling Reinforcement Learning from Human Feedback with AI Feedback.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing RLAIF vs. RLHF: Scaling Reinforcement Learning from Human Feedback with AI Feedback
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T00:58:58.650172Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3189055c-2f36-4ff2-8032-689993d73e1c · outbound
This paper cites Controlnet++: Improving conditional controls with efficient consistency feedback.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Controlnet++: Improving conditional controls with efficient consistency feedback
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:58:59.967046Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation b4fbe6ec-3d54-4095-a91d-f42581beece5 · outbound
This paper cites Text-driven image editing via learnable regions.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Text-driven image editing via learnable regions
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:58:59.950671Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 6e7c313c-88be-456b-a79f-3a597c68bd1e · outbound
This paper cites T owards understanding cross and self-attention in stable diffusion for text-guided image editing.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing T owards understanding cross and self-attention in stable diffusion for text-guided image editing
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:58:59.933858Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 02a2e56a-287c-4400-a220-63d716ad058e · outbound
This paper cites Visual instruction tuning.NeurIPS, 2024.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Visual instruction tuning.NeurIPS, 2024
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:58:59.917816Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 6a9d5ea9-90f4-4213-8593-de5d7078cf6e · outbound
This paper cites Sdedit: Guided image synthesis and editing with stochastic differential equations.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Sdedit: Guided image synthesis and editing with stochastic differential equations
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:58:59.901209Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation c162b440-059a-4ef7-a55a-c35febd5c0e6 · outbound
This paper cites Training language models to follow instructions with human feedback.NeurIPS, 2022.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Training language models to follow instructions with human feedback.NeurIPS, 2022
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:58:59.884302Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 9080a02a-1d86-4522-b3ac-050cbe87f0c2 · outbound
This paper cites Kosmos-g: Generating images in context with multimodal large language models.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Kosmos-g: Generating images in context with multimodal large language models
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:58:59.866244Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 37275826-a72f-405b-b94c-5374e84ac88d · outbound
This paper cites Zero-shot image-to-image translation.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Zero-shot image-to-image translation
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:58:59.848395Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation e5162834-bd1d-4ee0-b651-58acd54504d8 · outbound
This paper cites Pytorch: An imperative style, high-performance deep learning library.NeurIPS, 2019.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Pytorch: An imperative style, high-performance deep learning library.NeurIPS, 2019
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:58:59.830664Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 1391ab3f-b6b0-4ec9-8180-ce8858879206 · outbound
This paper cites Localizing object-level shape variations with text-to-image diffusion models.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Localizing object-level shape variations with text-to-image diffusion models
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:58:59.814999Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 2c7ee951-ac87-4efd-bf72-ffd73cadb145 · outbound
This paper cites Sdxl: Improving latent diffusion models for high-resolution image synthesis.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Sdxl: Improving latent diffusion models for high-resolution image synthesis
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:58:59.799087Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation f1ead2da-1d4e-4268-8e3d-0f97b73a9dab · outbound
This paper cites Learning transferable visual models from natural language supervision.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Learning transferable visual models from natural language supervision
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:58:59.782787Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation c8c74645-3534-47c8-8661-58069b3fe340 · outbound
This paper cites Direct preference optimization: Y our language model is secretly a reward model.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Direct preference optimization: Y our language model is secretly a reward model
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:58:59.766953Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation b536d6f1-ff24-42d8-a506-ffdbfbfd963e · outbound
This paper cites Zero-shot text-to-image generation.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Zero-shot text-to-image generation
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:58:59.748676Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 5dc516b4-1d25-45c0-af87-4ae6a9e73614 · outbound
This paper cites Hierarchical Text-Conditional Image Generation with CLIP Latents.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Hierarchical Text-Conditional Image Generation with CLIP Latents
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T00:58:58.732210Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3d0d926c-94a9-4f6f-bcda-e7ba61bec5ae · outbound
This paper cites High-resolution image synthesis with latent diffusion models.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing High-resolution image synthesis with latent diffusion models
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:58:59.732822Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 9472e9a5-df00-4c8d-b2df-10294373ca34 · outbound
This paper cites U-net: Convolutional networks for biomedical image segmentation.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing U-net: Convolutional networks for biomedical image segmentation
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:58:59.717552Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 7c22e3fb-fc4f-4380-8c09-0f6c801f52b3 · outbound
This paper cites Photorealistic text-to-image diffusion models with deep language understanding.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Photorealistic text-to-image diffusion models with deep language understanding
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:58:59.701724Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation ec76f1a2-c7f6-4145-98a5-62d59512f986 · outbound
This paper cites Emu edit: Precise image editing via recognition and generation tasks.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Emu edit: Precise image editing via recognition and generation tasks
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:58:59.684990Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 4cd36448-f9bb-4663-bbfb-1135bb66e4bf · outbound
This paper cites LIME: Localized Image Editing via Attention Regularization in Diffusion Models.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing LIME: Localized Image Editing via Attention Regularization in Diffusion Models
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T00:58:58.759916Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ee3658c1-bdf6-4a16-8a63-f624a481038c · outbound
This paper cites Smartmask: Context aware high-fidelity mask generation for fine-grained object insertion and layout control.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Smartmask: Context aware high-fidelity mask generation for fine-grained object insertion and layout control
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:58:59.668364Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 0a70c462-a366-40fc-9a70-2e0fc04ea7fc · outbound
This paper cites Deep unsupervised learning using nonequilibrium thermodynamics.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Deep unsupervised learning using nonequilibrium thermodynamics
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:58:59.652560Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation a109f305-ff9b-4807-8db1-0c154cb2d23b · outbound
This paper cites Denoising diffusion implicit models.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Denoising diffusion implicit models
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:58:59.636609Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation c6b82d35-6fb7-408f-adb2-bae4eaa2f010 · outbound
This paper cites Kolors: Effective training of diffusion model for photorealistic text-to-image synthesis.arXiv preprint, 2024.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Kolors: Effective training of diffusion model for photorealistic text-to-image synthesis.arXiv preprint, 2024
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:58:59.620652Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation fa35c441-3fa0-4179-9afe-58bc3d55afdb · outbound
This paper cites Plug-and-play diffusion features for text-driven image-to-image translation.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Plug-and-play diffusion features for text-driven image-to-image translation
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:58:59.604403Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation fe4af375-d9a1-42da-a490-6e953944b1fe · outbound
This paper cites Diffusion model alignment using direct preference optimization.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Diffusion model alignment using direct preference optimization
Reference 52
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:58:59.589218Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation fd2ba6f3-2e9f-492d-a678-f3f36ab2509d · outbound
This paper cites Smartbrush: Text and shape guided object inpainting with diffusion model.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Smartbrush: Text and shape guided object inpainting with diffusion model
Reference 53
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:58:59.574155Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 3cf9b6be-ac10-47db-9450-829f48649562 · outbound
This paper cites Imagereward: Learning and evaluating human preferences for text-to-image generation.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Imagereward: Learning and evaluating human preferences for text-to-image generation
Reference 54
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:58:59.558436Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 5b7bda79-2670-41ee-a428-c5aee20f3a07 · outbound
This paper cites Using human feedback to fine-tune diffusion models without any reward model.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Using human feedback to fine-tune diffusion models without any reward model
Reference 55
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:58:59.542739Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 75bd46a0-284d-4a00-b8cb-a63bd4f46451 · outbound
This paper cites Towards Understanding the Working Mechanism of Text-to-Image Diffusion Model.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Towards Understanding the Working Mechanism of Text-to-Image Diffusion Model
Reference 56
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T00:58:58.812228Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 324b6208-bae3-4bb9-84e8-80379bb7fe7a · outbound
This paper cites Inpaint Anything: Segment Anything Meets Image Inpainting.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Inpaint Anything: Segment Anything Meets Image Inpainting
Reference 57
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T00:58:58.817719Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5a02264c-d8dd-4c55-a082-73753c6a81e0 · outbound
This paper cites Magicbrush: A manually annotated dataset for instruction-guided image editing.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Magicbrush: A manually annotated dataset for instruction-guided image editing
Reference 58
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:58:59.526830Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation adfd4610-7ac8-49e4-8eb2-e62f13e96b6e · outbound
This paper cites Adding condi- tional control to text-to-image diffusion models.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Adding condi- tional control to text-to-image diffusion models
Reference 59
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:58:59.511088Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation b143cfdd-10a1-47a1-8fc6-cf620ec56404 · outbound
This paper cites Hive: Harnessing human feedback for instructional visual editing.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Hive: Harnessing human feedback for instructional visual editing
Reference 60
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:58:59.493966Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 8ff97c80-038d-4b83-b873-74181e9a07b3 · outbound
This paper cites Faster Diffusion via Temporal Attention Decomposition.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Faster Diffusion via Temporal Attention Decomposition
Reference 61
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T00:58:58.837500Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 56a5e525-1c5e-4771-8d10-4666c56eb1ec · outbound
This paper cites UltraEdit: Instruction-based Fine-Grained Image Editing at Scale.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing UltraEdit: Instruction-based Fine-Grained Image Editing at Scale
Reference 62
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T00:58:58.842269Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1ced33ef-f944-4ae3-b7cc-aee3a561424b · outbound
This paper cites • Section 8: More experiments and analysis.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing • Section 8: More experiments and analysis
Reference 63
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:58:59.477723Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 93177120-8b05-41f4-86c4-6599175a10b1 · outbound
This paper cites an unresolved cited work.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Unresolved cited work
Reference 64
- Resolution
- malformed identifier
- raw_fallback, observed 2026-08-16T00:58:59.461325Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 94ab4853-d4fc-4537-806b-5b809e0d2bcb · outbound
This paper cites W e first discuss limitations of current metrics in Sec.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing W e first discuss limitations of current metrics in Sec
Reference 65
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:58:59.444668Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation aa09eaa1-318c-4cab-946d-ef58c5222098 · outbound
This paper cites different timesteps play distinct roles in image generation for text-to-image diffusion models, regardless of the text prompt.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing different timesteps play distinct roles in image generation for text-to-image diffusion models, regardless of the text prompt
Reference 66
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:58:59.373637Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 5a67e218-ff20-4cb1-a412-4aa90c345329 · outbound
This paper cites Overall Image Layout “Local Object Attributes.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Overall Image Layout “Local Object Attributes
Reference 67
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:58:59.302519Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation ec09ce40-ad20-4808-bd7f-3c4e7a664c40 · outbound
This paper cites an unresolved cited work.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Unresolved cited work
Reference 68
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T00:58:59.269608Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 90119a93-248f-4962-b19f-2585fe9ee3ae · outbound
This paper cites Change the clothes to red.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Change the clothes to red
Reference 69
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T00:58:59.251424Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation f0b73fe4-5ba4-476f-bcff-1e9f3d2b5305 · outbound
This paper cites an unresolved cited work.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Unresolved cited work
Reference 70
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T00:58:59.231804Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 717a9719-30c2-40af-801e-bd9961eb9b32 · outbound
This paper cites an unresolved cited work.
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing Unresolved cited work
Reference 71
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T00:58:59.212374Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Pith citing papers
Observation dac73448-ad18-4f5c-a638-84b99cc392ff · inbound
Step1X-Edit: A Practical Framework for General Image Editing cites this paper.
Step1X-Edit: A Practical Framework for General Image Editing SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing
Reference 35
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T14:36:41.891463Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 3eccd917-e2a2-4517-8548-2c548e599757 · inbound
ImgEdit: A Unified Image Editing Dataset and Benchmark cites this paper.
ImgEdit: A Unified Image Editing Dataset and Benchmark SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing
Reference 49
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T18:17:45.319638Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation fba2b18b-871c-4917-8670-bbc8e802f8ee · inbound
RewardDance: Reward Scaling in Visual Generation cites this paper.
RewardDance: Reward Scaling in Visual Generation SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T20:08:58.003125Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.