Paper Citation Record · LEDGER

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

As of 10 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.

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measured 63 of 63 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

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External citation measurements

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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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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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:11:37.234273Z

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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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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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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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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

Resolution: verified exact; local_arxiv, observed 2026-08-08T11:11:36.579300Z

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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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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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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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:11:37.146282Z

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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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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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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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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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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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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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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

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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: verified fuzzy; raw_fallback, observed 2026-08-08T11:11:37.065476Z

Source-reported events for the cited work

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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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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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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

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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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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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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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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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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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:11:37.003577Z

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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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

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

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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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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

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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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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

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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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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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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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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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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

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

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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

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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

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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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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

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

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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

Resolution: unresolved; no resolver link, observed 2026-08-08T11:11:36.054368Z

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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

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

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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

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

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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

Resolution: unresolved; no resolver link, observed 2026-08-08T11:11:36.068858Z

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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

Resolution: unresolved; no resolver link, observed 2026-08-08T11:11:36.073656Z

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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

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

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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

Resolution: unresolved; no resolver link, observed 2026-08-08T11:11:36.084355Z

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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

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

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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

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:11:36.596138Z

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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

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

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