Describe, Don't Dictate: Semantic Image Editing with Natural Language Intent | Paper Citation Record

Observation 873047e1-45d2-4384-968a-1bdc6c5eb475 · outbound

This paper cites Blended diffusion for text-driven editing of natural images.

Describe, Don't Dictate: Semantic Image Editing with Natural Language Intent Blended diffusion for text-driven editing of natural images

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:10:15.221159Z

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Observation 6dd68923-635b-4985-9099-bf37db89baa0 · outbound

This paper cites In- structpix2pix: Learning to follow image editing instructions.

Describe, Don't Dictate: Semantic Image Editing with Natural Language Intent In- structpix2pix: Learning to follow image editing instructions

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:10:15.210951Z

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Observation 2c8724ba-6f65-414e-bccd-300728a1672a · outbound

This paper cites Masactrl: Tuning-free mu- tual self-attention control for consistent image synthesis and editing.

Describe, Don't Dictate: Semantic Image Editing with Natural Language Intent Masactrl: Tuning-free mu- tual self-attention control for consistent image synthesis and editing

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:10:15.201010Z

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Observation b6af6a11-5de4-4a0f-960a-b7c45fcfd6de · outbound

This paper cites Emerg- ing properties in self-supervised vision transformers.

Describe, Don't Dictate: Semantic Image Editing with Natural Language Intent Emerg- ing properties in self-supervised vision transformers

Reference 4

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Observation 9d4a29e4-45e6-493d-b2b2-3f4834ffbefc · outbound

This paper cites Diffusion forcing: Next-token prediction meets full-sequence diffu- sion.

Describe, Don't Dictate: Semantic Image Editing with Natural Language Intent Diffusion forcing: Next-token prediction meets full-sequence diffu- sion

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:10:15.186609Z

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Observation b74fd36d-8b90-4247-8966-49a76ef9ae26 · outbound

This paper cites Pixart-alpha: Fast training of diffusion transformer for photorealistic text-to-image syn- thesis.

Describe, Don't Dictate: Semantic Image Editing with Natural Language Intent Pixart-alpha: Fast training of diffusion transformer for photorealistic text-to-image syn- thesis

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:10:15.176450Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0bc4d044-4d0a-45d6-9088-17efc8330089 · outbound

This paper cites Region-Aware Text-to-Image Generation via Hard Binding and Soft Refinement.

Describe, Don't Dictate: Semantic Image Editing with Natural Language Intent Region-Aware Text-to-Image Generation via Hard Binding and Soft Refinement

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-05T15:10:14.391535Z

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Observation cf3d2ddb-af56-4f52-b153-98ae7e90ac46 · outbound

This paper cites Turboedit: Text-based image editing using few-step diffusion models, 2024.

Describe, Don't Dictate: Semantic Image Editing with Natural Language Intent Turboedit: Text-based image editing using few-step diffusion models, 2024

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:10:15.166902Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 75025253-130a-49df-aa85-3c698b23b423 · outbound

This paper cites Scaling recti- fied flow transformers for high-resolution image synthesis.

Describe, Don't Dictate: Semantic Image Editing with Natural Language Intent Scaling recti- fied flow transformers for high-resolution image synthesis

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:10:15.156246Z

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Observation 741dd28f-0c68-444b-9116-163a8804632a · outbound

This paper cites Scaling recti- fied flow transformers for high-resolution image synthesis.

Describe, Don't Dictate: Semantic Image Editing with Natural Language Intent Scaling recti- fied flow transformers for high-resolution image synthesis

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:10:15.144431Z

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Observation 7155195f-817f-4bbc-ba7a-318e3916e328 · outbound

This paper cites DiT4Edit: Diffusion Transformer for Image Editing.

Describe, Don't Dictate: Semantic Image Editing with Natural Language Intent DiT4Edit: Diffusion Transformer for Image Editing

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-08-05T15:10:14.696710Z

Source-reported events for the cited work

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Observation 8207fb46-71d6-4e34-ae97-fb96b68a107c · outbound

This paper cites Guiding instruction-based im- age editing via multimodal large language models.

Describe, Don't Dictate: Semantic Image Editing with Natural Language Intent Guiding instruction-based im- age editing via multimodal large language models

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:10:15.134167Z

Source-reported events for the cited work

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Observation 7d481ae5-0271-4f94-8ed8-24a62f684f64 · outbound

This paper cites Generative adversarial nets.

Describe, Don't Dictate: Semantic Image Editing with Natural Language Intent Generative adversarial nets

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:10:15.124614Z

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Observation a181feeb-481e-4705-8572-6dbf397e1820 · outbound

This paper cites Prompt-to-prompt image editing with cross attention control.

Describe, Don't Dictate: Semantic Image Editing with Natural Language Intent Prompt-to-prompt image editing with cross attention control

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:10:15.115136Z

Source-reported events for the cited work

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Observation b847dcd4-d429-4a0c-96c1-bb86e4a46a90 · outbound

This paper cites Classifier-Free Diffusion Guidance.

Describe, Don't Dictate: Semantic Image Editing with Natural Language Intent Classifier-Free Diffusion Guidance

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-05T15:10:14.419892Z

Source-reported events for the cited work

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Observation b11cba70-3b05-4cd3-92b9-b6b4d1a7e0a4 · outbound

This paper cites Denoising dif- fusion probabilistic models.

Describe, Don't Dictate: Semantic Image Editing with Natural Language Intent Denoising dif- fusion probabilistic models

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:10:15.104620Z

Source-reported events for the cited work

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Observation 65405db1-cb6c-4a2e-8f63-67a43f94a2da · outbound

This paper cites Lora: Low-rank adaptation of large language models.

Describe, Don't Dictate: Semantic Image Editing with Natural Language Intent Lora: Low-rank adaptation of large language models

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:10:15.094425Z

Source-reported events for the cited work

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Observation 7f0df120-c809-473f-ae42-02916aaf6471 · outbound

This paper cites Animate anyone: Consistent and controllable image- to-video synthesis for character animation.

Describe, Don't Dictate: Semantic Image Editing with Natural Language Intent Animate anyone: Consistent and controllable image- to-video synthesis for character animation

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:10:15.083347Z

Source-reported events for the cited work

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Observation 95e2efd5-f7c6-47f4-933d-ddfe32c05289 · outbound

This paper cites Smartedit: Exploring com- plex instruction-based image editing with multimodal large language models.

Describe, Don't Dictate: Semantic Image Editing with Natural Language Intent Smartedit: Exploring com- plex instruction-based image editing with multimodal large language models

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:10:15.072441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f80ef37f-7f00-4b8c-bbd6-66e41f8970d4 · outbound

This paper cites Pnp inversion: Boosting diffusion-based editing with 3 lines of code.

Describe, Don't Dictate: Semantic Image Editing with Natural Language Intent Pnp inversion: Boosting diffusion-based editing with 3 lines of code

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:10:15.062003Z

Source-reported events for the cited work

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Observation b9052845-83d0-4a8c-a8ca-46880f4ab115 · outbound

This paper cites Multi-concept customiza- tion of text-to-image diffusion.

Describe, Don't Dictate: Semantic Image Editing with Natural Language Intent Multi-concept customiza- tion of text-to-image diffusion

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-05T15:10:14.441184Z

Source-reported events for the cited work

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Observation a2908287-a3f4-4a3e-bff6-c29aae809b22 · outbound

This paper cites an unresolved cited work.

Describe, Don't Dictate: Semantic Image Editing with Natural Language Intent Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:10:15.044026Z

Source-reported events for the cited work

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Observation 785190e3-9f2f-46a0-a2a2-93f336272988 · outbound

This paper cites Autoregressive image generation without vec- tor quantization.

Describe, Don't Dictate: Semantic Image Editing with Natural Language Intent Autoregressive image generation without vec- tor quantization

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:10:15.034343Z

Source-reported events for the cited work

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Observation 72347049-456b-4cb5-b024-c6d207095713 · outbound

This paper cites BrushEdit: All-In-One Image Inpainting and Editing.

Describe, Don't Dictate: Semantic Image Editing with Natural Language Intent BrushEdit: All-In-One Image Inpainting and Editing

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-05T15:10:14.451707Z

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Observation 04b12cb7-9f11-4a84-a4a2-1844c2f942c1 · outbound

This paper cites Flow Matching for Generative Modeling.

Describe, Don't Dictate: Semantic Image Editing with Natural Language Intent Flow Matching for Generative Modeling

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-05T15:10:14.455855Z

Source-reported events for the cited work

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Observation 21883f9d-c811-44b3-ba15-f7a42704f773 · outbound

This paper cites Towards understanding cross and self-attention in stable diffusion for text-guided image editing, 2024.

Describe, Don't Dictate: Semantic Image Editing with Natural Language Intent Towards understanding cross and self-attention in stable diffusion for text-guided image editing, 2024

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:10:15.023343Z

Source-reported events for the cited work

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Observation 0cdeaad7-b23b-4092-94d0-d1dd9802bd57 · outbound

This paper cites Towards understanding cross and self-attention in stable diffusion for text-guided image editing.

Describe, Don't Dictate: Semantic Image Editing with Natural Language Intent Towards understanding cross and self-attention in stable diffusion for text-guided image editing

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:10:15.013665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7ff4a2cb-6245-4c9b-9a94-0da6fa1ad59f · outbound

This paper cites Decoupled Weight Decay Regularization.

Describe, Don't Dictate: Semantic Image Editing with Natural Language Intent Decoupled Weight Decay Regularization

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-05T15:10:14.467655Z

Source-reported events for the cited work

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Observation 5095fcc8-9436-436a-858c-46da89a7462d · outbound

This paper cites Glide: Towards photorealis- tic image generation and editing with text-guided diffusion models.

Describe, Don't Dictate: Semantic Image Editing with Natural Language Intent Glide: Towards photorealis- tic image generation and editing with text-guided diffusion models

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:10:15.004001Z

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Observation e0d28f0d-feed-4503-b1ce-f0345b4f129f · outbound

This paper cites Scalable diffusion models with transformers.

Describe, Don't Dictate: Semantic Image Editing with Natural Language Intent Scalable diffusion models with transformers

Reference 30

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Source-reported events for the cited work

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Observation 3795b9d1-02ae-483d-bb8c-57e180178676 · outbound

This paper cites Scalable diffusion models with transformers.

Describe, Don't Dictate: Semantic Image Editing with Natural Language Intent Scalable diffusion models with transformers

Reference 31

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Source-reported events for the cited work

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Observation 176a27db-6ae6-45ba-99bf-dd33bcfdbd1f · outbound

This paper cites Sdxl: Improving latent diffusion models for high-resolution image synthesis.

Describe, Don't Dictate: Semantic Image Editing with Natural Language Intent Sdxl: Improving latent diffusion models for high-resolution image synthesis

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:10:14.972046Z

Source-reported events for the cited work

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Observation 6b3c34b5-3ba5-4928-9f67-15d8cc939a22 · outbound

This paper cites Learn- ing transferable visual models from natural language super- vision.

Describe, Don't Dictate: Semantic Image Editing with Natural Language Intent Learn- ing transferable visual models from natural language super- vision

Reference 33

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ef7fd576-e89c-41ce-9a2b-4b07bfb0470b · outbound

This paper cites Zero-shot text-to-image generation.

Describe, Don't Dictate: Semantic Image Editing with Natural Language Intent Zero-shot text-to-image generation

Reference 34

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Source-reported events for the cited work

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Observation aa758a2c-7ccb-4d69-8e70-66afa941e34b · outbound

This paper cites Hierarchical Text-Conditional Image Generation with CLIP Latents.

Describe, Don't Dictate: Semantic Image Editing with Natural Language Intent Hierarchical Text-Conditional Image Generation with CLIP Latents

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-05T15:10:14.491517Z

Source-reported events for the cited work

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Observation 3359af09-24a4-4f54-8224-87a62e8c1d5a · outbound

This paper cites High-resolution image syn- thesis with latent diffusion models.

Describe, Don't Dictate: Semantic Image Editing with Natural Language Intent High-resolution image syn- thesis with latent diffusion models

Reference 36

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Source-reported events for the cited work

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Observation 790d3e38-52ca-44c5-83d9-b002e363691c · outbound

This paper cites High-resolution image syn- thesis with latent diffusion models.

Describe, Don't Dictate: Semantic Image Editing with Natural Language Intent High-resolution image syn- thesis with latent diffusion models

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:10:14.931624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b8d947b9-dfbe-422a-b13e-f8894dc8e72d · outbound

This paper cites Semantic Image Inversion and Editing using Rectified Stochastic Differential Equations.

Describe, Don't Dictate: Semantic Image Editing with Natural Language Intent Semantic Image Inversion and Editing using Rectified Stochastic Differential Equations

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-05T15:10:14.502670Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33112e1e-f964-4b74-9887-4dd99c61a60d · outbound

This paper cites Laion-5b: An open large-scale dataset for train- ing next generation image-text models.

Describe, Don't Dictate: Semantic Image Editing with Natural Language Intent Laion-5b: An open large-scale dataset for train- ing next generation image-text models

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:10:14.846170Z

Source-reported events for the cited work

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Observation 906c8b8f-47f8-4a34-a8b7-a9994a281c00 · outbound

This paper cites Emu edit: Precise image editing via recognition and genera- tion tasks.

Describe, Don't Dictate: Semantic Image Editing with Natural Language Intent Emu edit: Precise image editing via recognition and genera- tion tasks

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:10:14.835840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5599616e-50a4-4cfc-a11a-a5e193d26f57 · outbound

This paper cites Deep unsupervised learning using nonequilibrium thermodynamics.

Describe, Don't Dictate: Semantic Image Editing with Natural Language Intent Deep unsupervised learning using nonequilibrium thermodynamics

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:10:14.824680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7d4406f6-4a5e-466c-94f3-ffa9a0780f0e · outbound

This paper cites Postedit: Posterior sampling for efficient zero-shot image editing.

Describe, Don't Dictate: Semantic Image Editing with Natural Language Intent Postedit: Posterior sampling for efficient zero-shot image editing

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:10:14.813397Z

Source-reported events for the cited work

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Observation 8de88ad9-579e-4f37-a296-3287fb0bcd45 · outbound

This paper cites Visual autoregressive modeling: Scalable image gen- eration via next-scale prediction.NeurIPS, 37:84839–84865,.

Describe, Don't Dictate: Semantic Image Editing with Natural Language Intent Visual autoregressive modeling: Scalable image gen- eration via next-scale prediction.NeurIPS, 37:84839–84865,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:10:14.802201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3454e542-3ad7-4b0c-bb35-6577416bc056 · outbound

This paper cites Plug-and-play diffusion features for text-driven image-to-image translation.

Describe, Don't Dictate: Semantic Image Editing with Natural Language Intent Plug-and-play diffusion features for text-driven image-to-image translation

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-05T15:10:14.522030Z

Source-reported events for the cited work

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Observation 2b5c21ab-2d1d-4977-8d09-d1988a10df65 · outbound

This paper cites Taming Rectified Flow for Inversion and Editing.

Describe, Don't Dictate: Semantic Image Editing with Natural Language Intent Taming Rectified Flow for Inversion and Editing

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-05T15:10:14.525885Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 986bfa1b-284c-479d-846c-14e29a296e5b · outbound

This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.

Describe, Don't Dictate: Semantic Image Editing with Natural Language Intent Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-05T15:10:14.529340Z

Source-reported events for the cited work

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Observation b3d1845f-16c1-4fdc-98c1-692f79eb023c · outbound

This paper cites Imagen editor and editbench: Advancing and evaluating text-guided image inpainting.

Describe, Don't Dictate: Semantic Image Editing with Natural Language Intent Imagen editor and editbench: Advancing and evaluating text-guided image inpainting

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:10:14.783609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a35bd1ac-47c3-4e41-91ea-16f59a137aa1 · outbound

This paper cites Bovik, H.R.

Describe, Don't Dictate: Semantic Image Editing with Natural Language Intent Bovik, H.R

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:10:14.772704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 10261733-2f2b-4e5a-8d5e-29c77663f06b · outbound

This paper cites OmniEdit: Building Image Editing Generalist Models Through Specialist Supervision.

Describe, Don't Dictate: Semantic Image Editing with Natural Language Intent OmniEdit: Building Image Editing Generalist Models Through Specialist Supervision

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-05T15:10:14.540887Z

Source-reported events for the cited work

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Observation ea8b8b9d-bfa7-4506-97ba-63d9b40ee474 · outbound

This paper cites IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models.

Describe, Don't Dictate: Semantic Image Editing with Natural Language Intent IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-05T15:10:14.544847Z

Source-reported events for the cited work

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Observation a97d97f2-d2c2-406a-851c-e3ada674ea4a · outbound

This paper cites Anyedit: Mastering unified high-quality image editing for any idea.

Describe, Don't Dictate: Semantic Image Editing with Natural Language Intent Anyedit: Mastering unified high-quality image editing for any idea

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:10:14.760524Z

Source-reported events for the cited work

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Observation 59170675-8587-4e07-912f-c276f55ca17b · outbound

This paper cites Magicbrush: A manually annotated dataset for instruction- guided image editing.

Describe, Don't Dictate: Semantic Image Editing with Natural Language Intent Magicbrush: A manually annotated dataset for instruction- guided image editing

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:10:14.748728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 697a6fbe-9b2b-454d-be59-2af1f795eb53 · outbound

This paper cites Adding conditional control to text-to-image diffusion models.

Describe, Don't Dictate: Semantic Image Editing with Natural Language Intent Adding conditional control to text-to-image diffusion models

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:10:14.738437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 405d20ab-3b90-4baf-9fdf-8bb96f082cc2 · outbound

This paper cites The unreasonable effectiveness of deep features as a perceptual metric.

Describe, Don't Dictate: Semantic Image Editing with Natural Language Intent The unreasonable effectiveness of deep features as a perceptual metric

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:10:14.728070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3f34ab02-3de9-4167-aea1-5f5d7b4fcbd9 · outbound

This paper cites Ultraedit: Instruction-based fine-grained image editing at scale.

Describe, Don't Dictate: Semantic Image Editing with Natural Language Intent Ultraedit: Instruction-based fine-grained image editing at scale

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:10:14.717571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 98a3c2ee-c03f-4248-b490-3022c66f35d2 · outbound

This paper cites KV-Edit: Training-Free Image Editing for Precise Background Preservation.

Describe, Don't Dictate: Semantic Image Editing with Natural Language Intent KV-Edit: Training-Free Image Editing for Precise Background Preservation

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-05T15:10:14.568791Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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