Paper Citation Record · LEDGER

ROICtrl: Boosting Instance Control for Visual Generation

As of 14 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 2 inbound Pith citation observations for arXiv:2411.17949.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2411.17949 v1

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T11:44:39.970120Z

measured 53 of 53 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:12:08.846411Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-05T12:59:30.025058Z

Reference resolution

51 of 51 outbound references displayed

verified exact0
verified fuzzy25
unresolved26
parse uncertain0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8ed0b0f9-74fa-4ea2-8cd7-490de869e356 · outbound

This paper cites GPT-4 Technical Report.

ROICtrl: Boosting Instance Control for Visual Generation GPT-4 Technical Report

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2ddeb2d-b559-4e71-830e-f5dc048f7edd · outbound

This paper cites Improving image generation with better captions.

ROICtrl: Boosting Instance Control for Visual Generation Improving image generation with better captions

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:44:40.326371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e6c5b706-1313-4f46-800d-584d5dca3b4c · outbound

This paper cites Attend-and-excite: Attention-based se- mantic guidance for text-to-image diffusion models.

ROICtrl: Boosting Instance Control for Visual Generation Attend-and-excite: Attention-based se- mantic guidance for text-to-image diffusion models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-12T11:44:39.829694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 851dafb2-ceb0-48dc-9956-dc052a780c3a · outbound

This paper cites Videocrafter2: Overcoming data limitations for high-quality video diffu- sion models.

ROICtrl: Boosting Instance Control for Visual Generation Videocrafter2: Overcoming data limitations for high-quality video diffu- sion models

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:44:40.314567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 84b61950-ceea-4c69-8b75-7ba265f3ba47 · outbound

This paper cites Training-free layout control with cross-attention guidance.

ROICtrl: Boosting Instance Control for Visual Generation Training-free layout control with cross-attention guidance

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-12T11:44:39.835502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d0db3c4-c9ad-4ef5-9ae1-ac5df4a1982a · outbound

This paper cites Yolo-world: Real-time open-vocabulary object detection.

ROICtrl: Boosting Instance Control for Visual Generation Yolo-world: Real-time open-vocabulary object detection

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:44:40.301933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1e5b3a67-1b87-4b0f-aac9-5059b746a541 · outbound

This paper cites Emu: Enhancing Image Generation Models Using Photogenic Needles in a Haystack.

ROICtrl: Boosting Instance Control for Visual Generation Emu: Enhancing Image Generation Models Using Photogenic Needles in a Haystack

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-12T11:44:39.841267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9908465-4520-42e3-aa2e-532d8ecbad80 · outbound

This paper cites Imagenet: A large-scale hierarchical image database.

ROICtrl: Boosting Instance Control for Visual Generation Imagenet: A large-scale hierarchical image database

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:44:40.293853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 4b7a1933-0c08-465e-801e-036ba6507a78 · outbound

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

ROICtrl: Boosting Instance Control for Visual Generation Scaling recti- fied flow transformers for high-resolution image synthesis

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:44:40.286121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d53494ca-a47f-4212-ade4-35c0e9993e56 · outbound

This paper cites Muffin or chihuahua? challenging multimodal large lan- guage models with multipanel vqa.

ROICtrl: Boosting Instance Control for Visual Generation Muffin or chihuahua? challenging multimodal large lan- guage models with multipanel vqa

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:44:40.278502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation bcff9687-cceb-4d5d-bd88-d0102325d492 · outbound

This paper cites Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis.

ROICtrl: Boosting Instance Control for Visual Generation Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-12T11:44:39.852095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fcd9b07-2722-400d-b46c-affdf110ea49 · outbound

This paper cites Ranni: Taming text-to-image diffu- sion for accurate instruction following.

ROICtrl: Boosting Instance Control for Visual Generation Ranni: Taming text-to-image diffu- sion for accurate instruction following

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:44:40.271212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation fcd1968c-67b0-4456-bd70-fd12bf6b028d · outbound

This paper cites Emu Video: Factorizing Text-to-Video Generation by Explicit Image Conditioning.

ROICtrl: Boosting Instance Control for Visual Generation Emu Video: Factorizing Text-to-Video Generation by Explicit Image Conditioning

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-12T11:44:39.856443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1cf908cd-288a-4322-bd07-5791109738d7 · outbound

This paper cites Mix-of-show: Decentralized low- rank adaptation for multi-concept customization of diffusion models.

ROICtrl: Boosting Instance Control for Visual Generation Mix-of-show: Decentralized low- rank adaptation for multi-concept customization of diffusion models

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:44:40.263446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c1fa88ad-dc96-43a3-96cc-409d02f60efc · outbound

This paper cites Videoswap: Customized video subject swapping with interactive semantic point cor- respondence.

ROICtrl: Boosting Instance Control for Visual Generation Videoswap: Customized video subject swapping with interactive semantic point cor- respondence

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:44:40.256262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 52766ff4-f3a1-43fe-8a8c-b0b347fef4c6 · outbound

This paper cites Deep residual learning for image recognition.

ROICtrl: Boosting Instance Control for Visual Generation Deep residual learning for image recognition

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-12T11:44:39.865221Z

Source-reported events for the cited work

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Observation df9e580e-a19d-42e0-a117-43ea94d75065 · outbound

This paper cites Mask r-cnn.

ROICtrl: Boosting Instance Control for Visual Generation Mask r-cnn

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:44:40.245508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation dd944c4d-09f1-45c3-8f06-eb97d99dcb92 · outbound

This paper cites Localized Text-to-Image Generation for Free via Cross Attention Control.

ROICtrl: Boosting Instance Control for Visual Generation Localized Text-to-Image Generation for Free via Cross Attention Control

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-12T11:44:39.870819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09c2bb89-bfc2-4e25-8fac-e9a227f08b69 · outbound

This paper cites Prompt-to-Prompt Image Editing with Cross Attention Control.

ROICtrl: Boosting Instance Control for Visual Generation Prompt-to-Prompt Image Editing with Cross Attention Control

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-12T11:44:39.873712Z

Source-reported events for the cited work

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Observation f43f950e-b6be-44af-af7f-5e59d8447c3a · outbound

This paper cites Imagen Video: High Definition Video Generation with Diffusion Models.

ROICtrl: Boosting Instance Control for Visual Generation Imagen Video: High Definition Video Generation with Diffusion Models

Reference 20

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Source-reported events for the cited work

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Observation 838d0802-96f1-40dc-811b-738fce188ea4 · outbound

This paper cites YOLO by Ultralytics, 2023.

ROICtrl: Boosting Instance Control for Visual Generation YOLO by Ultralytics, 2023

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:44:40.238479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6d1f8a2f-e672-4060-b7b2-9e3a5dddd19c · outbound

This paper cites Dense text-to-image generation with attention modulation.

ROICtrl: Boosting Instance Control for Visual Generation Dense text-to-image generation with attention modulation

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:44:40.230729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 43e4dcc1-edd1-4963-93f4-1470f3921633 · outbound

This paper cites Imagenet classification with deep convolutional neural net- works.

ROICtrl: Boosting Instance Control for Visual Generation Imagenet classification with deep convolutional neural net- works

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:44:40.222768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b52e1405-0603-4e60-9bce-29320f710cc7 · outbound

This paper cites Gligen: Open-set grounded text-to-image generation.

ROICtrl: Boosting Instance Control for Visual Generation Gligen: Open-set grounded text-to-image generation

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:44:40.214905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation fdc41500-fa0c-44a7-85e6-271f7231b0c1 · outbound

This paper cites Microsoft coco: Common objects in context.

ROICtrl: Boosting Instance Control for Visual Generation Microsoft coco: Common objects in context

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:44:40.207070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5b238b27-e0ca-4d72-bf8e-94a64a066fa8 · outbound

This paper cites Feature pyra- mid networks for object detection.

ROICtrl: Boosting Instance Control for Visual Generation Feature pyra- mid networks for object detection

Reference 26

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Source-reported events for the cited work

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Observation d9ad8a63-0963-4f7e-a84b-4f6740035c19 · outbound

This paper cites Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection.

ROICtrl: Boosting Instance Control for Visual Generation Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-12T11:44:39.895257Z

Source-reported events for the cited work

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Observation a280c165-d517-4690-b33d-02548f16a97c · outbound

This paper cites T2i-adapter: Learning adapters to dig out more controllable ability for text-to-image diffusion models.

ROICtrl: Boosting Instance Control for Visual Generation T2i-adapter: Learning adapters to dig out more controllable ability for text-to-image diffusion models

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:44:40.195238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation edaa496d-e7e6-40fe-8b6a-608f0701c0c3 · outbound

This paper cites Compositional Text-to-Image Generation with Dense Blob Representations.

ROICtrl: Boosting Instance Control for Visual Generation Compositional Text-to-Image Generation with Dense Blob Representations

Reference 29

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Source-reported events for the cited work

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Observation d167d0ec-e031-4481-aab0-71da1980ceea · outbound

This paper cites Pytorch: An im- perative style, high-performance deep learning library.

ROICtrl: Boosting Instance Control for Visual Generation Pytorch: An im- perative style, high-performance deep learning library

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-12T11:44:39.903025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation adef5937-f617-4ca3-ba99-3ce143cc5544 · outbound

This paper cites Scalable diffusion models with transformers.

ROICtrl: Boosting Instance Control for Visual Generation Scalable diffusion models with transformers

Reference 31

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Source-reported events for the cited work

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Observation 529065ab-aacb-4fef-b99f-6ced8417291a · outbound

This paper cites Grounded text-to-image synthesis with attention refocusing.

ROICtrl: Boosting Instance Control for Visual Generation Grounded text-to-image synthesis with attention refocusing

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-12T11:44:39.910169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d56004f-e653-40b7-9101-170aa0171cf7 · outbound

This paper cites Learning transferable visual models from natural language supervi- sion.

ROICtrl: Boosting Instance Control for Visual Generation Learning transferable visual models from natural language supervi- sion

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-12T11:44:39.912636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b58470b-0921-425f-b288-d9326620d27b · outbound

This paper cites Faster r-cnn: Towards real-time object detection with region proposal networks.

ROICtrl: Boosting Instance Control for Visual Generation Faster r-cnn: Towards real-time object detection with region proposal networks

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:44:40.171457Z

Source-reported events for the cited work

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Observation 1e68f177-65aa-4148-8cc6-77b258fed556 · outbound

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

ROICtrl: Boosting Instance Control for Visual Generation High-resolution image synthesis with latent diffusion models

Reference 35

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Source-reported events for the cited work

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Observation 9b2a81b7-a36a-4bef-9d32-8fedb86dcf64 · outbound

This paper cites Photorealistic text-to-image diffusion models with deep language understanding.

ROICtrl: Boosting Instance Control for Visual Generation Photorealistic text-to-image diffusion models with deep language understanding

Reference 36

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Observation bdce4b3b-f0b4-4472-9d6f-72c9a1ae8956 · outbound

This paper cites Denoising Diffusion Implicit Models.

ROICtrl: Boosting Instance Control for Visual Generation Denoising Diffusion Implicit Models

Reference 37

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Source-reported events for the cited work

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Observation 48421942-bc02-45cc-8656-ff92a0c3010e · outbound

This paper cites Anti-dreambooth: Pro- tecting users from personalized text-to-image synthesis.

ROICtrl: Boosting Instance Control for Visual Generation Anti-dreambooth: Pro- tecting users from personalized text-to-image synthesis

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:44:40.156343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 044f671b-d9a3-40e3-8bbe-846afe223d89 · outbound

This paper cites Boximator: Generating Rich and Controllable Motions for Video Synthesis.

ROICtrl: Boosting Instance Control for Visual Generation Boximator: Generating Rich and Controllable Motions for Video Synthesis

Reference 39

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Source-reported events for the cited work

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Observation d929fd78-ac00-4821-bd14-83e558a38b76 · outbound

This paper cites Instancediffusion: Instance- level control for image generation.

ROICtrl: Boosting Instance Control for Visual Generation Instancediffusion: Instance- level control for image generation

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:44:40.147958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation bbbe3d1c-9741-4d7d-adb8-107d42e4de6a · outbound

This paper cites Motionctrl: A unified and flexible motion controller for video generation.

ROICtrl: Boosting Instance Control for Visual Generation Motionctrl: A unified and flexible motion controller for video generation

Reference 41

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Source-reported events for the cited work

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Observation c200696b-e6be-4b25-a3c5-6388612b3f5f · outbound

This paper cites Tune-a-video: One-shot tuning of image diffusion models for text-to-video generation.

ROICtrl: Boosting Instance Control for Visual Generation Tune-a-video: One-shot tuning of image diffusion models for text-to-video generation

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-12T11:44:39.946045Z

Source-reported events for the cited work

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Observation 38f49aad-8a76-4e96-94dd-60137fed4901 · outbound

This paper cites Boxdiff: Text-to-image synthesis with training-free box-constrained 10 diffusion.

ROICtrl: Boosting Instance Control for Visual Generation Boxdiff: Text-to-image synthesis with training-free box-constrained 10 diffusion

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:44:40.132398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f3b20bd4-ab32-4388-97d8-7ebe683bca94 · outbound

This paper cites MiniCPM-V: A GPT-4V Level MLLM on Your Phone.

ROICtrl: Boosting Instance Control for Visual Generation MiniCPM-V: A GPT-4V Level MLLM on Your Phone

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-12T11:44:39.950709Z

Source-reported events for the cited work

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Observation c3a4c1df-4176-468d-b1a6-b8eb35f9c433 · outbound

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

ROICtrl: Boosting Instance Control for Visual Generation IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-12T11:44:39.953600Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42e96123-5358-45b8-aaf7-ac1b66b67895 · outbound

This paper cites Show-1: Marrying Pixel and Latent Diffusion Models for Text-to-Video Generation.

ROICtrl: Boosting Instance Control for Visual Generation Show-1: Marrying Pixel and Latent Diffusion Models for Text-to-Video Generation

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-12T11:44:39.956359Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2c90084-be1f-4ff8-9c87-2516b91cf69e · outbound

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

ROICtrl: Boosting Instance Control for Visual Generation Adding conditional control to text-to-image diffusion models

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:44:40.125104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 4b6b6ab8-a74b-4115-ad90-3940336bd967 · outbound

This paper cites Migc: Multi-instance generation controller for text-to-image synthesis.

ROICtrl: Boosting Instance Control for Visual Generation Migc: Multi-instance generation controller for text-to-image synthesis

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:44:40.116329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 88023092-63c0-4bc3-bf08-9f18255a7c2f · outbound

This paper cites ROICtrl-Bench ROICtrl-Bench contains 200 samples, divided into groups {1, 2, 3, 4, 5, 6-10, 11-15, 16-20, 21-25, 26-30} based on in- stance counts.

ROICtrl: Boosting Instance Control for Visual Generation ROICtrl-Bench ROICtrl-Bench contains 200 samples, divided into groups {1, 2, 3, 4, 5, 6-10, 11-15, 16-20, 21-25, 26-30} based on in- stance counts

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:44:40.108163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation cfdf1843-be14-4b69-8bda-d644d5cd0308 · outbound

This paper cites Qualitative Comparison We have demonstrated the qualitative comparison on ROICtrl-Bench in Sec.

ROICtrl: Boosting Instance Control for Visual Generation Qualitative Comparison We have demonstrated the qualitative comparison on ROICtrl-Bench in Sec

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:44:40.098895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 333cdfc2-c753-4f33-9e54-b41b616a4a21 · outbound

This paper cites Limitation Analysis The attribution leakage problem is largely addressed in ROICtrl, as we prioritize using instance captions in the learnable blending process.

ROICtrl: Boosting Instance Control for Visual Generation Limitation Analysis The attribution leakage problem is largely addressed in ROICtrl, as we prioritize using instance captions in the learnable blending process

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:44:40.090237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Pith citing papers

Observation 9356d9de-e9d4-44bb-bcb6-f78c65570da9 · inbound

AnimeShooter: A Multi-Shot Animation Dataset for Reference-Guided Video Generation cites this paper.

AnimeShooter: A Multi-Shot Animation Dataset for Reference-Guided Video Generation ROICtrl: Boosting Instance Control for Visual Generation

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T11:12:08.846411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c2e205b-e87c-40e3-9c53-5841b17e5d89 · inbound

FICGen: Frequency-Inspired Contextual Disentanglement for Layout-driven Degraded Image Generation cites this paper.

FICGen: Frequency-Inspired Contextual Disentanglement for Layout-driven Degraded Image Generation ROICtrl: Boosting Instance Control for Visual Generation

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-08-05T12:59:30.135334Z

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