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Paper Citation Record · LEDGER

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation

As of 9 August 2026, this Paper Citation Record lists 62 of 62 outbound references and 1 inbound Pith citation observation for arXiv:2502.10451.

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

pith.paper-citation-record.v1
2502.10451 v2

Coverage vector

measured 62 of 62 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T11:11:36.094125Z

measured 63 of 63 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-01T05:37:41.030752Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T10:15:45.087850Z

Reference resolution

62 of 62 outbound references displayed

  • verified exact3
  • verified fuzzy29
  • unresolved30
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b761bf57-2c0a-4bd7-aaab-94bec3e780e6 · outbound

This paper cites All are worth words: A vit backbone for diffusion models.

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation All are worth words: A vit backbone for diffusion models

Reference 1

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verified fuzzy
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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.

source=pdf_text observed=2026-08-08T11:11:35.775518Z digest=sha256:79d1d12022fdf0c064b3eebf36ff323060ac3004862c974a23f06e554349c663

Observation e10ec1ac-bfcf-445e-a672-5c224aa75551 · outbound

This paper cites One transformer fits all distributions in multi-modal diffu- sion at scale.

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation One transformer fits all distributions in multi-modal diffu- sion at scale

Reference 2

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raw_fallback, observed 2026-08-08T11:11:37.234273Z

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.

source=pdf_text observed=2026-08-08T11:11:35.781246Z digest=sha256:fc55eed406ff4b73e363be4e2fea23b97417fcd3b279d5a6785d787f2b1c074c

Observation 09ad5b81-26dc-4196-97c4-d63554ee695f · outbound

This paper cites A computational approach to edge detection.

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation A computational approach to edge detection

Reference 3

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raw_fallback, observed 2026-08-08T11:11:37.218037Z

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.

source=pdf_text observed=2026-08-08T11:11:35.786452Z digest=sha256:3c1512aab11ed48713618ce40613501fbc07142499ad5c8af5e987f80bf4cc9a

Observation 299b3fd5-e983-4a5f-9ef8-66d28a8d066e · outbound

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

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation Training-free layout control with cross-attention guidance

Reference 4

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-08T11:11:35.791914Z digest=sha256:2514c62234677ee0aadb323e42a6218c020bc66a9cc7b20e775d86c4fb146061

Observation d689f33b-a29b-471e-963b-cbd5ed14f405 · outbound

This paper cites Internvl: Scaling up vision foundation mod- els and aligning for generic visual-linguistic tasks.

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation Internvl: Scaling up vision foundation mod- els and aligning for generic visual-linguistic tasks

Reference 5

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raw_fallback, observed 2026-08-08T11:11:37.190713Z

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.

source=pdf_text observed=2026-08-08T11:11:35.797242Z digest=sha256:8941046c36ecfa61534ea1e559038ec2c8aac74a1669e29fa882ff7d59eb93de

Observation 1da3c780-77fa-42a2-bd29-1f17f339fadf · outbound

This paper cites RepControlNet: ControlNet Reparameterization.

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation RepControlNet: ControlNet Reparameterization

Reference 6

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local_arxiv, observed 2026-08-08T11:11:36.579300Z

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.

source=pdf_text observed=2026-08-08T11:11:35.802483Z digest=sha256:3d48406198b07e389d29ba4080fe772f9d3ed5fa3653faacf03d91ef648d87f9

Observation 3ce21d5c-8360-40a2-a154-a6843ceb2c75 · outbound

This paper cites Diffusion models beat gans on image synthesis.

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation Diffusion models beat gans on image synthesis

Reference 7

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T11:11:35.810025Z digest=sha256:8e783d7b2e5e954f927c3068891f8a0735a311ab8eee10f7907a3a454359dbbb

Observation aeb85f69-6af2-448d-95e0-d91c14742fa0 · outbound

This paper cites Repvgg: Making vgg-style convnets great again.

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation Repvgg: Making vgg-style convnets great again

Reference 8

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raw_fallback, observed 2026-08-08T11:11:37.163731Z

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.

source=pdf_text observed=2026-08-08T11:11:35.815359Z digest=sha256:d167bc4b43000956dcee1e5699673d3a82db4a3b95f2f9c884c050de603dca97

Observation 549a93ff-d80a-484d-ad0f-93b341753290 · outbound

This paper cites Taming transformers for high-resolution image synthesis.

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation Taming transformers for high-resolution image synthesis

Reference 9

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raw_fallback, observed 2026-08-08T11:11:37.146282Z

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.

source=pdf_text observed=2026-08-08T11:11:35.820349Z digest=sha256:19f243e0da9e1fa2744dc8122f3de35d90328471cf6d5463b4729e466ef5ad87

Observation c44970d0-aca9-4217-9bd2-76509c596893 · outbound

This paper cites Scaling Rectified Flow Transformers for High-Resolution Image Synthesis.

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation Scaling Rectified Flow Transformers for High-Resolution Image Synthesis

Reference 10

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source=pdf_text observed=2026-08-08T11:11:35.825508Z digest=sha256:6319b23fd8bcb55382c71bfea75cc611e732797ae26b7fb39ede6ce1f9b80246

Observation 3add12c3-b3c0-4f87-8964-2136d9b380b6 · outbound

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

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation Scaling recti- fied flow transformers for high-resolution image synthesis

Reference 11

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T11:11:35.831924Z digest=sha256:142bdc8e4fbee313aec88ce3114806f2c0115a2b379326d0a57df914df62a122

Observation 7d5be42d-9a21-4078-95f4-565a00125b80 · outbound

This paper cites Structural pruning for diffusion models.

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation Structural pruning for diffusion models

Reference 12

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verified fuzzy
raw_fallback, observed 2026-08-08T11:11:37.119339Z

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.

source=pdf_text observed=2026-08-08T11:11:35.837089Z digest=sha256:0e1298cc56a8f954f08d50619934dada837ed69fc380d206b1dab602ab7b8974

Observation 30273c31-21fa-4db9-bfe3-227816dec682 · outbound

This paper cites Not All Prompts Are Made Equal: Prompt-based Pruning of Text-to-Image Diffusion Models.

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation Not All Prompts Are Made Equal: Prompt-based Pruning of Text-to-Image Diffusion Models

Reference 13

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local_arxiv, observed 2026-08-08T11:11:36.539743Z

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.

source=pdf_text observed=2026-08-08T11:11:35.841892Z digest=sha256:6814f15ba47790d49dad5b9ed52ae0c5f9bcada806a03d22cd46eb7db5332e47

Observation 240bec01-7ecd-4886-9435-5f00f5a3ffeb · outbound

This paper cites Gans trained by a two time-scale update rule converge to a local nash equilib- rium.

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation Gans trained by a two time-scale update rule converge to a local nash equilib- rium

Reference 14

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T11:11:35.847093Z digest=sha256:bc032ba08f0b8249d5c82ac208bd43ef10c479794b5049e50500fcfb59c2913a

Observation 08f11cbc-da4e-4728-a5b5-5ced9931a9c9 · outbound

This paper cites Denoising dif- fusion probabilistic models.

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation Denoising dif- fusion probabilistic models

Reference 15

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source=pdf_text observed=2026-08-08T11:11:35.852817Z digest=sha256:3f6b25cf6d53d2a1ab1c5fd89be41dacc6f6f03b3b3d36045b838888320e2cbc

Observation b3b76985-f848-463e-9741-7fbf7035f896 · outbound

This paper cites Plug-and- play diffusion distillation.

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation Plug-and- play diffusion distillation

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:11:37.082974Z

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.

source=pdf_text observed=2026-08-08T11:11:35.858519Z digest=sha256:a31956d2b392bf4d6e41339ac82d3c9ea6b92783de201af7a8b893b75a00c091

Observation e1ac1378-2629-4947-b809-da7d4b5e2396 · outbound

This paper cites Cock- tail: Mixing multi-modality control for text-conditional im- age generation.

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation Cock- tail: Mixing multi-modality control for text-conditional im- age generation

Reference 17

Resolution
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raw_fallback, observed 2026-08-08T11:11:37.065476Z

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.

source=pdf_text observed=2026-08-08T11:11:35.864728Z digest=sha256:e9e033d1ea73c496011a2f59592b8f0c0bde84aac2e6b05301a5abebedddc239

Observation bf20bbda-b0c1-4ee4-8195-43f337260bae · outbound

This paper cites Composer: Creative and Controllable Image Synthesis with Composable Conditions.

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation Composer: Creative and Controllable Image Synthesis with Composable Conditions

Reference 18

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source=pdf_text observed=2026-08-08T11:11:35.869859Z digest=sha256:348938a9eef64dc97bc6f9abd5b825952df0b3934c452772e501a898c182c3db

Observation 6012ef7f-fd50-4740-80ec-0268d4f941de · outbound

This paper cites ReVersion: Diffusion-Based Relation Inversion from Images.

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation ReVersion: Diffusion-Based Relation Inversion from Images

Reference 19

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T11:11:35.875269Z digest=sha256:e2c2ef5f8c8346c02c4c73757399b88dbb40305d3e0a0e0e850b33ba0a01d003

Observation 313054be-7c1f-454b-8967-2f4b666004d8 · outbound

This paper cites Avatar- craft: Transforming text into neural human avatars with pa- rameterized shape and pose control.

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation Avatar- craft: Transforming text into neural human avatars with pa- rameterized shape and pose control

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:11:37.049519Z

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.

source=pdf_text observed=2026-08-08T11:11:35.881114Z digest=sha256:c79b98516b0dd9b9d1fee02b8963d6d38c10ca37c12e2a103b7a6b47524629a0

Observation 22a742c7-ca3f-4e1e-875c-756a992c117a · outbound

This paper cites Humansd: A native skeleton-guided diffusion model for human image generation.

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation Humansd: A native skeleton-guided diffusion model for human image generation

Reference 21

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T11:11:35.886151Z digest=sha256:49a4d50ce682e6735360998028131f57dc15a854280bb1b14059a3782121a059

Observation 7e06575d-d04b-46fb-a569-3c7f72c29340 · outbound

This paper cites BrushNet: A Plug-and-Play Image Inpainting Model with Decomposed Dual-Branch Diffusion.

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation BrushNet: A Plug-and-Play Image Inpainting Model with Decomposed Dual-Branch Diffusion

Reference 22

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T11:11:35.891065Z digest=sha256:e1112b2c4289e64621ea206ee1f63a2242e2360b018fe4485190472a0e791528

Observation ef232148-3d44-4b94-9406-73241ff3e0d5 · outbound

This paper cites BK-SDM: A Lightweight, Fast, and Cheap Version of Stable Diffusion.

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation BK-SDM: A Lightweight, Fast, and Cheap Version of Stable Diffusion

Reference 23

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source=pdf_text observed=2026-08-08T11:11:35.896545Z digest=sha256:f53932159c83002cc4382fa4460aaf160ae1168b03c1785de676ed01748e5c46

Observation 4518c8a5-a20c-4fc9-bdc3-7c8d0dcb0c84 · outbound

This paper cites Variational diffusion models.

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation Variational diffusion models

Reference 24

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raw_fallback, observed 2026-08-08T11:11:37.022145Z

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.

source=pdf_text observed=2026-08-08T11:11:35.902091Z digest=sha256:15d3b157299d63db32c2bf45a80e09fbe122349b3ec60f19addb2549b7246478

Observation 98bb150a-cda1-4b13-8283-479856218df2 · outbound

This paper cites Multi-architecture multi-expert diffusion models.

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation Multi-architecture multi-expert diffusion models

Reference 25

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raw_fallback, observed 2026-08-08T11:11:37.003577Z

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.

source=pdf_text observed=2026-08-08T11:11:35.906724Z digest=sha256:e758a2c601bb1ddc9783173e6722f09f3c7149c99793098ee2ce19879bcc6984

Observation 78d5a775-9784-4546-9690-d394e72a975f · outbound

This paper cites Controlnet ++: Improving conditional controls with efficient consistency feedback.

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation Controlnet ++: Improving conditional controls with efficient consistency feedback

Reference 26

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raw_fallback, observed 2026-08-08T11:11:36.987359Z

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.

source=pdf_text observed=2026-08-08T11:11:35.912095Z digest=sha256:c79ee11fda911a6eae873282f6db30b16cb6f64516923d4907347b426121e2f3

Observation 265088be-72d9-4839-8a11-b2076d1afcee · outbound

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

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation Gligen: Open-set grounded text-to-image generation

Reference 27

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verified fuzzy
raw_fallback, observed 2026-08-08T11:11:36.970700Z

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.

source=pdf_text observed=2026-08-08T11:11:35.916799Z digest=sha256:70e4ae5cb4771137df3e507779816d2e02749bf128441f555cf645cb94063874

Observation ef70c811-b9dd-4da7-bc81-1d251b5f85d9 · outbound

This paper cites Flow matching for generative mod- eling.

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation Flow matching for generative mod- eling

Reference 28

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raw_fallback, observed 2026-08-08T11:11:36.953982Z

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.

source=pdf_text observed=2026-08-08T11:11:35.921648Z digest=sha256:ab060aff410fe41efcf8d51bc0ad6a56c018d670aa1c923a40069db9f445b988

Observation f89bf80e-70e4-46f4-81ac-946ad1993b5d · outbound

This paper cites Visual instruction tuning.

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation Visual instruction tuning

Reference 29

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verified fuzzy
raw_fallback, observed 2026-08-08T11:11:36.936112Z

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.

source=pdf_text observed=2026-08-08T11:11:35.926323Z digest=sha256:c3e87e6567f693e376d820cd45960f621bff31c12c952c5ea09aa9da7a7224c9

Observation 720494aa-f74d-4fdc-8dd0-d78177a74c99 · outbound

This paper cites Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow.

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow

Reference 30

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T11:11:35.932091Z digest=sha256:7dd74ddbf94b08eb047d67307a33a365bbaa49eacf1dc5616e5d35d279a98807

Observation abee3f26-79fe-4505-89b6-22d8233bfe26 · outbound

This paper cites Instaflow: One step is enough for high-quality diffusion- based text-to-image generation.

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation Instaflow: One step is enough for high-quality diffusion- based text-to-image generation

Reference 31

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T11:11:35.937015Z digest=sha256:6a3fc97ed5efa4948d141a4ad33403bace8f5a1f5414d3f63e57dcbadbdb49db

Observation 50581808-efc1-4bcd-9e9a-4fe01174c6f2 · outbound

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

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation T2i-adapter: Learning adapters to dig out more controllable ability for text-to-image diffusion models

Reference 32

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T11:11:35.941796Z digest=sha256:93d53029bb970178915630b3f0736803ccd1105727894f6f869424fc91f28dca

Observation fd31b30b-915e-4164-a230-c7827c815a4e · outbound

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

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation Glide: Towards photorealistic image generation and editing with text-guided diffusion models

Reference 33

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verified fuzzy
raw_fallback, observed 2026-08-08T11:11:36.899065Z

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.

source=pdf_text observed=2026-08-08T11:11:35.947269Z digest=sha256:b6d8b88f465bf3e13662a144be7367aa009cb56976d5ddbeeb69063e4d8d7726

Observation da3bd674-6f38-422b-a2b1-d25aca040e47 · outbound

This paper cites Scalable diffusion models with transformers.

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation Scalable diffusion models with transformers

Reference 34

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T11:11:35.951959Z digest=sha256:f1849ae62fcb511e52b50f0a614bd424390fc1bbe712d41d538d171f371e2552

Observation 2ece4fc7-b115-4d6f-b36b-7f82815e3557 · outbound

This paper cites ControlNeXt: Powerful and Efficient Control for Image and Video Generation.

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation ControlNeXt: Powerful and Efficient Control for Image and Video Generation

Reference 35

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-08T11:11:35.956926Z digest=sha256:f295a08eade52af82ff83bf4e88af7d05db5637ce00861a8f3eff62e3662d9b0

Observation e1282b17-fe1e-4e20-a645-036df047047f · outbound

This paper cites SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis.

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis

Reference 36

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T11:11:35.962648Z digest=sha256:3fbfa8840bff86dc6df0f729ff91f09efedbaf86ee06bfbbdf94ae289e9ece99

Observation 58bf93af-1fa4-452a-94d6-771321f2e7f9 · outbound

This paper cites UniControl: A Unified Diffusion Model for Controllable Visual Generation In the Wild.

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation UniControl: A Unified Diffusion Model for Controllable Visual Generation In the Wild

Reference 37

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source=pdf_text observed=2026-08-08T11:11:35.968446Z digest=sha256:2d761af0c3fadb1c97b0ce4c80728335ac79f74a87da016551ffbde762d9b97a

Observation 2375e1d6-d8a5-44ab-a17a-d9e4f926e2b5 · outbound

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

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation Learning transferable visual models from natural language supervi- sion

Reference 38

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verified fuzzy
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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.

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Observation 54e260fe-65bf-43f2-953b-03c4f77e6db7 · outbound

This paper cites Exploring the limits of transfer learning with a unified text-to-text transformer.

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation Exploring the limits of transfer learning with a unified text-to-text transformer

Reference 39

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-08T11:11:35.978577Z digest=sha256:6906ff26ba14570ada9f21849cc552d0132de7b1329b3ef0c7f08dabb7e9fb9b

Observation 62b60cce-0a98-4844-b9a2-82db07729bb5 · outbound

This paper cites Zero: Memory optimizations toward training trillion parameter models.

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation Zero: Memory optimizations toward training trillion parameter models

Reference 40

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verified fuzzy
raw_fallback, observed 2026-08-08T11:11:36.846030Z

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.

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Observation 12650540-0ff9-4ff8-b79d-7206899a06a5 · outbound

This paper cites Dynamicvit: Efficient vision transformers with dynamic token sparsification.

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation Dynamicvit: Efficient vision transformers with dynamic token sparsification

Reference 41

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T11:11:35.989201Z digest=sha256:6426366cbf4a884963771c74a5deba233644eb9595547df4bc397f406505d058

Observation de8a1163-916d-48c2-8209-afed205e6c11 · outbound

This paper cites Dynamic spatial sparsification for efficient vi- sion transformers and convolutional neural networks.

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation Dynamic spatial sparsification for efficient vi- sion transformers and convolutional neural networks

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:11:36.819614Z

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.

source=pdf_text observed=2026-08-08T11:11:35.994332Z digest=sha256:b5fe5ab2a6e5e84fbe127eacb0358d89815c2b840038bd2b625b28780366b2e9

Observation b6af7c44-e3ad-4071-ba74-ffc551d66e34 · outbound

This paper cites Multiscale Structure Guided Diffusion for Image Deblurring.

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation Multiscale Structure Guided Diffusion for Image Deblurring

Reference 43

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T11:11:35.999610Z digest=sha256:1e24d262287bd2dd76f5fe4ee2f1abd0381b349bba904a5343bd9875a0870b69

Observation 9e8db527-f89b-4fbe-acba-76db2d40aff2 · outbound

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

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation High-resolution image synthesis with latent diffusion models

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:11:36.804112Z

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.

source=pdf_text observed=2026-08-08T11:11:36.004929Z digest=sha256:66219b0ab3b5bc5eaaa3b169d1ba32e3edb1c35fd14f61e6b142b21f469e303d

Observation b61ec4fe-9e76-400c-a9c2-3f22872bc5ca · outbound

This paper cites U- net: Convolutional networks for biomedical image segmen- tation.

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation U- net: Convolutional networks for biomedical image segmen- tation

Reference 45

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Unavailable: canonical work link unavailable.

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Observation dc558d5d-61b2-485c-ac47-4b48aafd68c8 · outbound

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

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation Photorealistic text-to-image diffusion models with deep language understanding

Reference 46

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Observation ed0d84fe-0db7-488f-9c44-c0edb7f90b11 · outbound

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

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation Laion-5b: An open large-scale dataset for training next generation image-text models

Reference 47

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source=pdf_text observed=2026-08-08T11:11:36.020332Z digest=sha256:d52ad163df2fdf1aa209c2e7cf252727780256e8e0669355ac5a35b4af961b14

Observation c79d18b9-9a51-468e-ac45-d522108ee63b · outbound

This paper cites Deep unsupervised learning using nonequilibrium thermodynamics.

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation Deep unsupervised learning using nonequilibrium thermodynamics

Reference 48

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source=pdf_text observed=2026-08-08T11:11:36.025027Z digest=sha256:169d22c251c21a390f5a4dbcbda0104686d08e2a9cc1c0942cb53a8d4417cef4

Observation fca7d55f-d4dd-4a56-998d-589200ab9dac · outbound

This paper cites Denois- ing diffusion implicit models.

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation Denois- ing diffusion implicit models

Reference 49

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verified fuzzy
raw_fallback, observed 2026-08-08T11:11:36.745475Z

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.

source=pdf_text observed=2026-08-08T11:11:36.029968Z digest=sha256:763fd2d33532022d5f0f1827ea728f5c3d3255581d8bc591e80b746bd1a792ac

Observation 45cd7dac-704e-4d89-b16d-ea2341dbac21 · outbound

This paper cites Stable diffusion v1.5 model card.

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation Stable diffusion v1.5 model card

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:11:36.729218Z

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.

source=pdf_text observed=2026-08-08T11:11:36.034491Z digest=sha256:77c403370d445ffa7f08cd4246a6787e6c6331db9f6c6732957cce0fa4c0d650

Observation 64e086b2-27a7-40c8-816d-3ea5b884e795 · outbound

This paper cites Maxvit: Multi-axis vision transformer.

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation Maxvit: Multi-axis vision transformer

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T11:11:36.711954Z

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.

source=pdf_text observed=2026-08-08T11:11:36.039375Z digest=sha256:d0a22c59a2d5d5934250996d858511696187e23f60167bb2fef95c39ce267513

Observation 35176877-fb58-44c7-a349-7d99ab7dabe5 · outbound

This paper cites Pretraining is All You Need for Image-to-Image Translation.

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation Pretraining is All You Need for Image-to-Image Translation

Reference 52

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source=pdf_text observed=2026-08-08T11:11:36.044871Z digest=sha256:af191cab9d70ac4721e823e9e90d690bd644191b19db39d22530f43f3c8890e1

Observation 0dd61838-0622-44ef-9acf-4b8de0771e02 · outbound

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

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation Instancediffusion: Instance- level control for image generation

Reference 53

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verified fuzzy
raw_fallback, observed 2026-08-08T11:11:36.695152Z

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.

source=pdf_text observed=2026-08-08T11:11:36.049762Z digest=sha256:7fc1334fff3d2cf1fbb61b8237e295aac4e69d757ab2bc3aef5b799d51a4dd68

Observation f41d32e4-f542-47c3-a0c6-b1ae7d24b77f · outbound

This paper cites Reco: Region-controlled text-to-image genera- tion.

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation Reco: Region-controlled text-to-image genera- tion

Reference 54

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source=pdf_text observed=2026-08-08T11:11:36.054368Z digest=sha256:fb4796ad99346cc9b56ab3d18f806baca10d7947bb71fed3d53a1153d541874f

Observation e9e27839-53d4-457c-8514-7b5066967a23 · outbound

This paper cites Improving ef- ficiency of diffusion models via multi-stage framework and tailored multi-decoder architectures.

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation Improving ef- ficiency of diffusion models via multi-stage framework and tailored multi-decoder architectures

Reference 55

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verified exact
arxiv_id, observed 2026-08-08T11:11:36.351082Z

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.

source=pdf_text observed=2026-08-08T11:11:36.059588Z digest=sha256:226850640afe7e16f32f47a292d2da242740cec6a4c45527c4043164243eb92b

Observation 40d2b026-9b16-4327-b535-3f01370c6f3d · outbound

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

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation Adding conditional control to text-to-image diffusion models

Reference 56

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verified fuzzy
raw_fallback, observed 2026-08-08T11:11:36.667055Z

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.

source=pdf_text observed=2026-08-08T11:11:36.064088Z digest=sha256:ad89d8903028d27be039378d1ca4a924a1a17e5f1c46635ce7b0e73249b7b286

Observation 9bedeb66-99e4-4189-91ab-1fe07d7218a3 · outbound

This paper cites Controllable text-to-image generation with gpt-.

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation Controllable text-to-image generation with gpt-

Reference 57

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-08T11:11:36.068858Z digest=sha256:1e05c2d66dcbeff9d5d67ed1bec28e9182143abc8a4150ae6e58b66c6eee9744

Observation e8a856a4-f3bf-473d-a745-2a7c0f276970 · outbound

This paper cites Controllable Text-to-Image Generation with GPT-4.

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation Controllable Text-to-Image Generation with GPT-4

Reference 58

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source=pdf_text observed=2026-08-08T11:11:36.073656Z digest=sha256:f3921feb99428928a200f476804a2cb699ebdd155a31a931b8415242835b7903

Observation 8c0eb5d6-172e-4899-a95b-dd8abab681b6 · outbound

This paper cites Uni-controlnet: All-in-one control to text-to-image diffusion models.

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation Uni-controlnet: All-in-one control to text-to-image diffusion models

Reference 59

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verified fuzzy
raw_fallback, observed 2026-08-08T11:11:36.639386Z

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.

source=pdf_text observed=2026-08-08T11:11:36.078633Z digest=sha256:ec2f9b3a33fccba3ead30adb04098333c1c468269f32587f3c9afa7a420d72c9

Observation fa58993b-0a59-4f9b-97d0-71e58c3e4953 · outbound

This paper cites Scene parsing through ade20k dataset.

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation Scene parsing through ade20k dataset

Reference 60

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source=pdf_text observed=2026-08-08T11:11:36.084355Z digest=sha256:de9d2f966ab73359d6a0e2fd6d57c757132ca5100255d3d1d9d424ebac06bec8

Observation 60aa345a-c0ef-4e85-8b17-59b3cbe72082 · outbound

This paper cites Please use a brief sentence with as few words as pos- sible to summarize the picture.

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation Please use a brief sentence with as few words as pos- sible to summarize the picture

Reference 61

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verified fuzzy
raw_fallback, observed 2026-08-08T11:11:36.611862Z

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.

source=pdf_text observed=2026-08-08T11:11:36.089083Z digest=sha256:b1d4a79211479cc745e0ff56f8035101592d92ff1edd395839f2e60b22a95c66

Observation eba9aa8f-a878-45ef-ae81-a931816221c6 · outbound

This paper cites We generate five groups of images, and the average results are reported.

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation We generate five groups of images, and the average results are reported

Reference 62

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raw_fallback, observed 2026-08-08T11:11:36.596138Z

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.

source=pdf_text observed=2026-08-08T11:11:36.094125Z digest=sha256:095b150ae3b4b4a023567338e31fc884777d324e0bf92db639861d24bc9d9244

Pith citing papers

Observation f7b9fae4-a259-4f62-9517-c21f21d56bdd · inbound

InstanceControl: Controllable Complex Image Generation without Instance Labeling cites this paper.

InstanceControl: Controllable Complex Image Generation without Instance Labeling FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation

Reference 8

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verified exact
arxiv_id, observed 2026-07-01T10:15:45.090543Z

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.

source=pdf_text observed=2026-07-01T05:37:41.030752Z digest=sha256:13a12f74ef00fb15cede95448b6938c80d13d1e68a85a40a359125acd4d3976f