Paper Citation Record · LEDGER

ControlNeXt: Powerful and Efficient Control for Image and Video Generation

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 47 inbound Pith citation observations for arXiv:2408.06070.

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

pith.paper-citation-record.v1
2408.06070 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 47 of 47 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 47 of 47 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T16:13:36.804833Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T12:59:51.980558Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation ae45a8e6-3400-4e8d-8a6e-562d2c7483bd · inbound

Open-Sora Plan: Open-Source Large Video Generation Model cites this paper.

Open-Sora Plan: Open-Source Large Video Generation Model ControlNeXt: Powerful and Efficient Control for Image and Video Generation

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-23T08:42:45.280474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 08265201-01c9-42bc-a395-02194e538733 · inbound

Unpaired Deblurring via Decoupled Diffusion Model cites this paper.

Unpaired Deblurring via Decoupled Diffusion Model ControlNeXt: Powerful and Efficient Control for Image and Video Generation

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-09T15:06:09.064924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f630bc19-3e42-41e7-a7d8-9cbda2ab86a5 · inbound

MetaFE-DE: Learning Meta Feature Embedding for Depth Estimation from Monocular Endoscopic Images cites this paper.

MetaFE-DE: Learning Meta Feature Embedding for Depth Estimation from Monocular Endoscopic Images ControlNeXt: Powerful and Efficient Control for Image and Video Generation

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-09T10:59:44.076219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 232ff4a4-afc1-4fcc-97a3-1a539aaaaf7d · inbound

Efficient Diffusion Models: A Survey cites this paper.

Efficient Diffusion Models: A Survey ControlNeXt: Powerful and Efficient Control for Image and Video Generation

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-09T16:13:36.804833Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8143821-78a2-4aed-9ac4-329f936f0527 · inbound

AnyCharV: Bootstrap Controllable Character Video Generation with Fine-to-Coarse Guidance cites this paper.

AnyCharV: Bootstrap Controllable Character Video Generation with Fine-to-Coarse Guidance ControlNeXt: Powerful and Efficient Control for Image and Video Generation

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-08T10:09:43.576749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 445efcdd-69d7-43db-99a4-7eb21f814ec5 · inbound

RealCam-I2V: Real-World Image-to-Video Generation with Interactive Complex Camera Control cites this paper.

RealCam-I2V: Real-World Image-to-Video Generation with Interactive Complex Camera Control ControlNeXt: Powerful and Efficient Control for Image and Video Generation

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T19:40:21.312673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation cites this paper.

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

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-08T11:11:35.956926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c2473c0-16db-4e18-9f5e-9aa1cc2a423a · inbound

DanceTogether! Identity-Preserving Multi-Person Interactive Video Generation cites this paper.

DanceTogether! Identity-Preserving Multi-Person Interactive Video Generation ControlNeXt: Powerful and Efficient Control for Image and Video Generation

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-07T14:39:35.757677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a0f5c52-5230-455c-aff1-d072e49a646a · inbound

EF-VI: Enhancing End-Frame Injection for Video Inbetweening cites this paper.

EF-VI: Enhancing End-Frame Injection for Video Inbetweening ControlNeXt: Powerful and Efficient Control for Image and Video Generation

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T13:44:15.473154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e10a2a3-f771-494c-a1e5-c03af6367d4d · inbound

PacTure: Efficient PBR Texture Generation on Packed Views with Visual Autoregressive Models cites this paper.

PacTure: Efficient PBR Texture Generation on Packed Views with Visual Autoregressive Models ControlNeXt: Powerful and Efficient Control for Image and Video Generation

Reference 58

Resolution: verified exact; arxiv_id, observed 2026-05-19T13:27:18.860127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1a0452b2-1379-43d2-b5e8-ab25d7b3c01d · inbound

FullDiT2: Efficient In-Context Conditioning for Video Diffusion Transformers cites this paper.

FullDiT2: Efficient In-Context Conditioning for Video Diffusion Transformers ControlNeXt: Powerful and Efficient Control for Image and Video Generation

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T10:51:45.876708Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f5c3aa7-9e28-4f2c-af4f-db2570905d6f · inbound

DreamActor-H1: High-Fidelity Human-Product Demonstration Video Generation via Motion-designed Diffusion Transformers cites this paper.

DreamActor-H1: High-Fidelity Human-Product Demonstration Video Generation via Motion-designed Diffusion Transformers ControlNeXt: Powerful and Efficient Control for Image and Video Generation

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-07T04:27:39.647955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe5ec185-2b96-4236-ac70-6bf32837d714 · inbound

FramePrompt: In-context Controllable Animation with Zero Structural Changes cites this paper.

FramePrompt: In-context Controllable Animation with Zero Structural Changes ControlNeXt: Powerful and Efficient Control for Image and Video Generation

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T00:13:04.382673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c39c07c-2e35-41cf-86bd-dd14baf73fc2 · inbound

Rethink Sparse Signals for Pose-guided Text-to-image Generation cites this paper.

Rethink Sparse Signals for Pose-guided Text-to-image Generation ControlNeXt: Powerful and Efficient Control for Image and Video Generation

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T22:40:21.916192Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26fb72e1-a0ef-40f8-95d8-7d2cf5b9433b · inbound

PoseMaster: A Unified 3D Native Framework for Stylized Pose Generation cites this paper.

PoseMaster: A Unified 3D Native Framework for Stylized Pose Generation ControlNeXt: Powerful and Efficient Control for Image and Video Generation

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-06T22:39:01.626969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b3a2f64-39ec-42f2-b784-59d16900367d · inbound

OutDreamer: Video Outpainting with a Diffusion Transformer cites this paper.

OutDreamer: Video Outpainting with a Diffusion Transformer ControlNeXt: Powerful and Efficient Control for Image and Video Generation

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T22:11:55.969723Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c409b39-db1f-4d32-af87-e5123032f7d6 · inbound

TurboVSR: Fantastic Video Upscalers and Where to Find Them cites this paper.

TurboVSR: Fantastic Video Upscalers and Where to Find Them ControlNeXt: Powerful and Efficient Control for Image and Video Generation

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T21:41:35.560909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1eb63fe8-f14d-43ae-b645-876b9c74348e · inbound

FixTalk: Taming Identity Leakage for High-Quality Talking Head Generation in Extreme Cases cites this paper.

FixTalk: Taming Identity Leakage for High-Quality Talking Head Generation in Extreme Cases ControlNeXt: Powerful and Efficient Control for Image and Video Generation

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-06T20:58:27.059131Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cef70ea0-f8cb-4780-bbfc-789b0a089316 · inbound

LiON-LoRA: Rethinking LoRA Fusion to Unify Controllable Spatial and Temporal Generation for Video Diffusion cites this paper.

LiON-LoRA: Rethinking LoRA Fusion to Unify Controllable Spatial and Temporal Generation for Video Diffusion ControlNeXt: Powerful and Efficient Control for Image and Video Generation

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-06T19:25:28.370404Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd0412ee-944f-43d0-8b8e-06be0b9823da · inbound

StableAnimator++: Overcoming Pose Misalignment and Face Distortion for Human Image Animation cites this paper.

StableAnimator++: Overcoming Pose Misalignment and Face Distortion for Human Image Animation ControlNeXt: Powerful and Efficient Control for Image and Video Generation

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T15:47:24.198418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a857230-0b0f-485d-a981-faca8ebc53a3 · inbound

DreamPainter: Image Background Inpainting for E-commerce Scenarios cites this paper.

DreamPainter: Image Background Inpainting for E-commerce Scenarios ControlNeXt: Powerful and Efficient Control for Image and Video Generation

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T05:11:37.262766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 882adab5-7d3a-4c8a-9520-a8f3cedb2778 · inbound

Multi-human Interactive Talking Dataset cites this paper.

Multi-human Interactive Talking Dataset ControlNeXt: Powerful and Efficient Control for Image and Video Generation

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T04:46:04.188293Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc2c72eb-eb9c-44c1-baba-fbbf0eb1a195 · inbound

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds cites this paper.

Animate-X++: Universal Character Image Animation with Dynamic Backgrounds ControlNeXt: Powerful and Efficient Control for Image and Video Generation

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-05T21:09:12.209413Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a884c97e-1b5b-4b93-ba6b-8df8293526dc · inbound

NanoControl: A Lightweight Framework for Precise and Efficient Control in Diffusion Transformer cites this paper.

NanoControl: A Lightweight Framework for Precise and Efficient Control in Diffusion Transformer ControlNeXt: Powerful and Efficient Control for Image and Video Generation

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-05T20:30:38.044826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 766d44f1-3038-4b51-9f16-7d5ce8c4ca3f · inbound

ANYPORTAL: Zero-Shot Consistent Video Background Replacement cites this paper.

ANYPORTAL: Zero-Shot Consistent Video Background Replacement ControlNeXt: Powerful and Efficient Control for Image and Video Generation

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T22:13:50.348460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6ac6a45-8a01-46fd-8554-fe9dca540336 · inbound

ROPA: Synthetic Robot Pose Generation for RGB-D Bimanual Data Augmentation cites this paper.

ROPA: Synthetic Robot Pose Generation for RGB-D Bimanual Data Augmentation ControlNeXt: Powerful and Efficient Control for Image and Video Generation

Reference 68

Resolution: verified exact; arxiv_id, observed 2026-05-18T14:11:27.384688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3c14361b-655e-41df-ad64-b6fb44dd6c97 · inbound

Vid-Freeze: Protecting Images from Malicious Image-to-Video Generation via Temporal Freezing cites this paper.

Vid-Freeze: Protecting Images from Malicious Image-to-Video Generation via Temporal Freezing ControlNeXt: Powerful and Efficient Control for Image and Video Generation

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-18T12:51:23.294009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4f39f083-6dba-493b-b68c-8edfd3bd29ab · inbound

One-to-All Animation: Alignment-Free Character Animation and Image Pose Transfer cites this paper.

One-to-All Animation: Alignment-Free Character Animation and Image Pose Transfer ControlNeXt: Powerful and Efficient Control for Image and Video Generation

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-05-21T18:25:28.362710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5443da60-764a-4bc4-87aa-0b031fc62069 · inbound

VHOI: Controllable Video Generation of Human-Object Interactions from Sparse Trajectories via Motion Densification cites this paper.

VHOI: Controllable Video Generation of Human-Object Interactions from Sparse Trajectories via Motion Densification ControlNeXt: Powerful and Efficient Control for Image and Video Generation

Reference 58

Resolution: verified exact; arxiv_id, observed 2026-05-16T23:31:22.030214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation da3564ff-d82e-476f-8d4f-a33f6325e2eb · inbound

GT-SVJ: Generative-Transformer-Based Self-Supervised Video Judge For Efficient Video Reward Modeling cites this paper.

GT-SVJ: Generative-Transformer-Based Self-Supervised Video Judge For Efficient Video Reward Modeling ControlNeXt: Powerful and Efficient Control for Image and Video Generation

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-25T07:16:41.946161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 463c5c6f-bd8b-433c-9f6b-a3b0a22a7cd0 · inbound

TerraDiT: Point-Conditioned Diffusion Transformer for Satellite Image Synthesis cites this paper.

TerraDiT: Point-Conditioned Diffusion Transformer for Satellite Image Synthesis ControlNeXt: Powerful and Efficient Control for Image and Video Generation

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-02T19:29:29.913514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b398877-a828-4f12-b7cb-4b95e45d6ec8 · inbound

HVG-3D: Bridging Real and Simulation Domains for 3D-Conditional Hand-Object Interaction Video Synthesis cites this paper.

HVG-3D: Bridging Real and Simulation Domains for 3D-Conditional Hand-Object Interaction Video Synthesis ControlNeXt: Powerful and Efficient Control for Image and Video Generation

Reference 52

Resolution: verified exact; arxiv_id, observed 2026-05-14T00:18:30.149829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 49fe4773-4434-462c-8fcc-f4bdd5d3c5aa · inbound

Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation cites this paper.

Immune2V: Image Immunization Against Dual-Stream Image-to-Video Generation ControlNeXt: Powerful and Efficient Control for Image and Video Generation

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-05-11T11:06:01.681689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 68750cb9-6d90-464d-8311-885eba305e32 · inbound

Remote Sensing Image Super-Resolution for Imbalanced Textures: A Texture-Aware Diffusion Framework cites this paper.

Remote Sensing Image Super-Resolution for Imbalanced Textures: A Texture-Aware Diffusion Framework ControlNeXt: Powerful and Efficient Control for Image and Video Generation

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-10T13:25:26.386799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation adbce767-4eea-4f7a-bd32-1ed55e5da131 · inbound

DepthPilot: From Controllability to Interpretability in Colonoscopy Video Generation cites this paper.

DepthPilot: From Controllability to Interpretability in Colonoscopy Video Generation ControlNeXt: Powerful and Efficient Control for Image and Video Generation

Reference 21

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T00:46:13.833770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1a857b58-d55a-493a-8eef-cf26911e3917 · inbound

SignVerse-2M: A Two-Million-Clip Pose-Native Universe of 55+ Sign Languages cites this paper.

SignVerse-2M: A Two-Million-Clip Pose-Native Universe of 55+ Sign Languages ControlNeXt: Powerful and Efficient Control for Image and Video Generation

Reference 14

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T09:56:04.904096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 40467c9a-7900-4ee9-bee2-3b84be99ea70 · inbound

EasyVFX: Frequency-Driven Decoupling for Resource-Efficient VFX Generation cites this paper.

EasyVFX: Frequency-Driven Decoupling for Resource-Efficient VFX Generation ControlNeXt: Powerful and Efficient Control for Image and Video Generation

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-05-22T06:31:09.852129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8fba6bf3-becc-4ded-bd3e-b7b0e9419450 · inbound

Towards 3D-Aware Video Diffusion Models: Render-Free Human Motion Control with Mesh Tokenization cites this paper.

Towards 3D-Aware Video Diffusion Models: Render-Free Human Motion Control with Mesh Tokenization ControlNeXt: Powerful and Efficient Control for Image and Video Generation

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-07-01T22:46:19.786527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation caf2eef4-2704-49e4-893c-c971bfc64559 · inbound

GenEyePose: Patient-Free, Knowledge-Based Saccadic Eye Movement Modeling for Digital Neurophysiologic Biomarker Development cites this paper.

GenEyePose: Patient-Free, Knowledge-Based Saccadic Eye Movement Modeling for Digital Neurophysiologic Biomarker Development ControlNeXt: Powerful and Efficient Control for Image and Video Generation

Reference 15

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T00:17:29.470947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b77dc4b3-1966-4d6f-9f3d-9eecbe3088b4 · inbound

LISA: Likelihood Score Alignment for Visual-condition Controllable Generation cites this paper.

LISA: Likelihood Score Alignment for Visual-condition Controllable Generation ControlNeXt: Powerful and Efficient Control for Image and Video Generation

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-07-04T12:59:51.982304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1f46ddd6-4506-483c-9a51-3ea71f40eae4 · inbound

3D Scene-Adaptive Trajectory-Controllable Human Image Animation with Camera Movement cites this paper.

3D Scene-Adaptive Trajectory-Controllable Human Image Animation with Camera Movement ControlNeXt: Powerful and Efficient Control for Image and Video Generation

Reference 24

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T06:34:18.918487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a5380db1-4e3a-417d-9e7f-baaf1e18c8bf · inbound

3D Scene-Adaptive Trajectory-Controllable Human Image Animation with Camera Movement cites this paper.

3D Scene-Adaptive Trajectory-Controllable Human Image Animation with Camera Movement ControlNeXt: Powerful and Efficient Control for Image and Video Generation

Reference 24

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T20:37:22.307530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 908204f3-31fa-465d-94ea-05a417760d91 · inbound

3D Scene-Adaptive Trajectory-Controllable Human Image Animation with Camera Movement cites this paper.

3D Scene-Adaptive Trajectory-Controllable Human Image Animation with Camera Movement ControlNeXt: Powerful and Efficient Control for Image and Video Generation

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T02:02:25.939146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b3fc161-fb72-4d34-985b-3569ac7ea626 · inbound

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

InstanceControl: Controllable Complex Image Generation without Instance Labeling ControlNeXt: Powerful and Efficient Control for Image and Video Generation

Reference 32

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T10:15:45.086570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5fa12d23-0c42-4555-824b-876a270b2092 · inbound

From Open Loop to Closed Loop: A Test-Time Iterative Optimization Framework for Reference-Consistent Image Generation cites this paper.

From Open Loop to Closed Loop: A Test-Time Iterative Optimization Framework for Reference-Consistent Image Generation ControlNeXt: Powerful and Efficient Control for Image and Video Generation

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-11T15:05:11.166049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dde88c7a-0d06-4539-a5bc-81a9d43908bf · inbound

To Blend In, First Decouple: Rethinking Camouflage Image Generation via Context-Decoupled Representations cites this paper.

To Blend In, First Decouple: Rethinking Camouflage Image Generation via Context-Decoupled Representations ControlNeXt: Powerful and Efficient Control for Image and Video Generation

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-01T17:10:48.151847Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a0cfbef-ff61-4b1b-999b-286477477d9d · inbound

Appearance Pointers -- Multimodal Region Control of Diffusion Transformers cites this paper.

Appearance Pointers -- Multimodal Region Control of Diffusion Transformers ControlNeXt: Powerful and Efficient Control for Image and Video Generation

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-01T12:45:17.914782Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.