Paper Citation Record · LEDGER

NoiseController: Towards Consistent Multi-view Video Generation via Noise Decomposition and Collaboration

As of 21 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 2 inbound Pith citation observations for arXiv:2504.18448.

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

pith.paper-citation-record.v1
2504.18448 v1

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:22:31.483090Z

measured 48 of 48 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T06:04:09.323363Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T02:59:26.729853Z

Reference resolution

46 of 46 outbound references displayed

verified exact0
verified fuzzy23
unresolved23
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c9177a2b-e278-4a69-98e0-1af2a9df47df · outbound

This paper cites Lumiere: A Space-Time Diffusion Model for Video Generation.

NoiseController: Towards Consistent Multi-view Video Generation via Noise Decomposition and Collaboration Lumiere: A Space-Time Diffusion Model for Video Generation

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ea2bb5e-d4ae-4ab8-a741-a2df09aa4f65 · outbound

This paper cites Align your latents: High-resolution video synthesis with la- tent diffusion models.

NoiseController: Towards Consistent Multi-view Video Generation via Noise Decomposition and Collaboration Align your latents: High-resolution video synthesis with la- tent diffusion models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-16T10:22:31.313877Z

Source-reported events for the cited work

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Observation 71ce831f-0bee-498b-bb6f-12e426dce2f0 · outbound

This paper cites nuscenes: A multi- modal dataset for autonomous driving.

NoiseController: Towards Consistent Multi-view Video Generation via Noise Decomposition and Collaboration nuscenes: A multi- modal dataset for autonomous driving

Reference 3

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Source-reported events for the cited work

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Observation 14232f35-ce5a-4cec-b1e6-dbbe6d96ff8a · outbound

This paper cites MagicDriveDiT: High-resolution long video generation for autonomous driving with adaptive con- trol, 2024.

NoiseController: Towards Consistent Multi-view Video Generation via Noise Decomposition and Collaboration MagicDriveDiT: High-resolution long video generation for autonomous driving with adaptive con- trol, 2024

Reference 4

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Observation 5756b66b-8b60-4f7a-8456-f32310d08cf9 · outbound

This paper cites MagicDrive: Street view generation with diverse 3d geometry control.

NoiseController: Towards Consistent Multi-view Video Generation via Noise Decomposition and Collaboration MagicDrive: Street view generation with diverse 3d geometry control

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:22:32.007645Z

Source-reported events for the cited work

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Observation f96a7fe5-5b3b-46b3-bc15-d3799aa8f83e · outbound

This paper cites Preserve your own correlation: A noise prior for video diffusion models.

NoiseController: Towards Consistent Multi-view Video Generation via Noise Decomposition and Collaboration Preserve your own correlation: A noise prior for video diffusion models

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:22:31.995510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d1d8e286-74bf-4a1a-a7e5-110f7835ea69 · outbound

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

NoiseController: Towards Consistent Multi-view Video Generation via Noise Decomposition and Collaboration Gans trained by a two time-scale update rule converge to a local nash equilibrium

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-16T10:22:31.334139Z

Source-reported events for the cited work

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Observation 0d3876bd-7d5e-4250-93b9-3a9db2e16a32 · outbound

This paper cites Fiery: Future instance prediction in bird’s-eye view from surround monocular cameras.

NoiseController: Towards Consistent Multi-view Video Generation via Noise Decomposition and Collaboration Fiery: Future instance prediction in bird’s-eye view from surround monocular cameras

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:22:31.975802Z

Source-reported events for the cited work

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Observation 71c6f559-7de3-4b1e-b9db-e86c1e339003 · outbound

This paper cites SubjectDrive: Scaling Generative Data in Autonomous Driving via Subject Control.

NoiseController: Towards Consistent Multi-view Video Generation via Noise Decomposition and Collaboration SubjectDrive: Scaling Generative Data in Autonomous Driving via Subject Control

Reference 9

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Source-reported events for the cited work

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Observation edcfe462-4378-44e8-bb21-3a2f6277ef7e · outbound

This paper cites The lot- tery ticket hypothesis in denoising: Towards semantic-driven initialization.

NoiseController: Towards Consistent Multi-view Video Generation via Noise Decomposition and Collaboration The lot- tery ticket hypothesis in denoising: Towards semantic-driven initialization

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:22:31.964376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 04c17717-b57e-4f7d-8f36-f1989bf3e0b0 · outbound

This paper cites TrackDiffusion: Tracklet-Conditioned Video Generation via Diffusion Models.

NoiseController: Towards Consistent Multi-view Video Generation via Noise Decomposition and Collaboration TrackDiffusion: Tracklet-Conditioned Video Generation via Diffusion Models

Reference 11

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Source-reported events for the cited work

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Observation f1a6db1c-9431-4494-9283-40e80966ef35 · outbound

This paper cites Tuning-Free Noise Rectification for High Fidelity Image-to-Video Generation.

NoiseController: Towards Consistent Multi-view Video Generation via Noise Decomposition and Collaboration Tuning-Free Noise Rectification for High Fidelity Image-to-Video Generation

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-16T10:22:31.355652Z

Source-reported events for the cited work

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Observation f73ae14c-e5ad-47a2-9a03-1d4fbe4befc8 · outbound

This paper cites DrivingDiffusion: Layout-Guided multi-view driving scene video generation with latent diffusion model.

NoiseController: Towards Consistent Multi-view Video Generation via Noise Decomposition and Collaboration DrivingDiffusion: Layout-Guided multi-view driving scene video generation with latent diffusion model

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-16T10:22:31.359588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1bf03c6-4a1f-4db4-9757-786569f53d8f · outbound

This paper cites Bevdepth: Acquisition of reliable depth for multi-view 3d object detec- tion.

NoiseController: Towards Consistent Multi-view Video Generation via Noise Decomposition and Collaboration Bevdepth: Acquisition of reliable depth for multi-view 3d object detec- tion

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:22:31.953293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 86847842-b51d-47bd-b3be-251594aaaacc · outbound

This paper cites Bevformer: Learning bird’s-eye-view representation from multi-camera images via spatiotemporal transformers.

NoiseController: Towards Consistent Multi-view Video Generation via Noise Decomposition and Collaboration Bevformer: Learning bird’s-eye-view representation from multi-camera images via spatiotemporal transformers

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:22:31.942276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 32c9faf7-ae24-45e1-ac4c-9180f3f3fbfb · outbound

This paper cites Bevfusion: Multi- task multi-sensor fusion with unified bird’s-eye view repre- sentation.

NoiseController: Towards Consistent Multi-view Video Generation via Noise Decomposition and Collaboration Bevfusion: Multi- task multi-sensor fusion with unified bird’s-eye view repre- sentation

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:22:31.931277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 363a24e9-25ee-4479-86ca-fdb18d48508c · outbound

This paper cites WoVoGen: World Volume-aware Diffusion for Controllable Multi-camera Driving Scene Generation.

NoiseController: Towards Consistent Multi-view Video Generation via Noise Decomposition and Collaboration WoVoGen: World Volume-aware Diffusion for Controllable Multi-camera Driving Scene Generation

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-16T10:22:31.375347Z

Source-reported events for the cited work

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Observation 2a54e3d6-4a76-4ea5-8258-981c86ff64cc · outbound

This paper cites an unresolved cited work.

NoiseController: Towards Consistent Multi-view Video Generation via Noise Decomposition and Collaboration Unresolved cited work

Reference 18

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9f29f059-016b-4c96-99dc-316f0568a710 · outbound

This paper cites Unleashing generalization of end-to-end autonomous driving with controllable long video generation, 2024.

NoiseController: Towards Consistent Multi-view Video Generation via Noise Decomposition and Collaboration Unleashing generalization of end-to-end autonomous driving with controllable long video generation, 2024

Reference 19

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 45fce7da-9c56-4900-8b34-999e6f8a4957 · outbound

This paper cites Guided image synthesis via initial image editing in diffusion model.

NoiseController: Towards Consistent Multi-view Video Generation via Noise Decomposition and Collaboration Guided image synthesis via initial image editing in diffusion model

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:22:31.896604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9badb362-7abb-4959-8e21-c36ce6891799 · outbound

This paper cites Lift, splat, shoot: Encoding images from arbitrary camera rigs by implicitly unproject- ing to 3d.

NoiseController: Towards Consistent Multi-view Video Generation via Noise Decomposition and Collaboration Lift, splat, shoot: Encoding images from arbitrary camera rigs by implicitly unproject- ing to 3d

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:22:31.884957Z

Source-reported events for the cited work

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Observation b752c812-129e-4f0b-a9a9-2330f3a87181 · outbound

This paper cites FreeTraj: Tuning-Free Trajectory Control in Video Diffusion Models.

NoiseController: Towards Consistent Multi-view Video Generation via Noise Decomposition and Collaboration FreeTraj: Tuning-Free Trajectory Control in Video Diffusion Models

Reference 22

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Source-reported events for the cited work

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Observation b76837af-4abe-49cb-89b5-4d1b3bfdad77 · outbound

This paper cites Freenoise: Tuning-free longer video diffusion via noise rescheduling, 2023.

NoiseController: Towards Consistent Multi-view Video Generation via Noise Decomposition and Collaboration Freenoise: Tuning-free longer video diffusion via noise rescheduling, 2023

Reference 23

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation fbf21339-209a-4909-b32b-72782b62c64c · outbound

This paper cites High-resolution image 9 synthesis with latent diffusion models.

NoiseController: Towards Consistent Multi-view Video Generation via Noise Decomposition and Collaboration High-resolution image 9 synthesis with latent diffusion models

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:22:31.860862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 57a6b389-5a2e-41a2-a89a-f07dff0b377a · outbound

This paper cites Dragdiffusion: Harnessing diffusion models for interactive point-based image editing.

NoiseController: Towards Consistent Multi-view Video Generation via Noise Decomposition and Collaboration Dragdiffusion: Harnessing diffusion models for interactive point-based image editing

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:22:31.848772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8049703e-4868-4adc-93e0-4b3319894fa3 · outbound

This paper cites Noisecollage: A layout-aware text-to-image diffusion model based on noise cropping and merging.

NoiseController: Towards Consistent Multi-view Video Generation via Noise Decomposition and Collaboration Noisecollage: A layout-aware text-to-image diffusion model based on noise cropping and merging

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:22:31.835670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 90347c3d-7db6-438e-860d-b598df0afce5 · outbound

This paper cites Make- a-video: Text-to-video generation without text-video data.

NoiseController: Towards Consistent Multi-view Video Generation via Noise Decomposition and Collaboration Make- a-video: Text-to-video generation without text-video data

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:22:31.820778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 464f0f2a-1cb5-4be4-afb5-39e90a53f6c7 · outbound

This paper cites Street- view image generation from a bird’s-eye view layout.

NoiseController: Towards Consistent Multi-view Video Generation via Noise Decomposition and Collaboration Street- view image generation from a bird’s-eye view layout

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:22:31.808253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6b1835e0-11b5-41d3-9e8c-c8c1278ced95 · outbound

This paper cites Towards Accurate Generative Models of Video: A New Metric & Challenges.

NoiseController: Towards Consistent Multi-view Video Generation via Noise Decomposition and Collaboration Towards Accurate Generative Models of Video: A New Metric & Challenges

Reference 29

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Source-reported events for the cited work

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Observation db7f083f-3b0e-4d85-8f99-ba0f0531122b · outbound

This paper cites Exploring Object-Centric Temporal Modeling for Efficient Multi-View 3D Object Detection.

NoiseController: Towards Consistent Multi-view Video Generation via Noise Decomposition and Collaboration Exploring Object-Centric Temporal Modeling for Efficient Multi-View 3D Object Detection

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-16T10:22:31.422876Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f3077c1-1e82-44fc-86ec-708e3207a1c1 · outbound

This paper cites DriveDreamer: Towards Real-world-driven World Models for Autonomous Driving.

NoiseController: Towards Consistent Multi-view Video Generation via Noise Decomposition and Collaboration DriveDreamer: Towards Real-world-driven World Models for Autonomous Driving

Reference 31

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Source-reported events for the cited work

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Observation 368b778c-508f-4826-bcd3-792f181fba79 · outbound

This paper cites Driving into the future: Multiview visual forecasting and planning with world model for au- tonomous driving.

NoiseController: Towards Consistent Multi-view Video Generation via Noise Decomposition and Collaboration Driving into the future: Multiview visual forecasting and planning with world model for au- tonomous driving

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:22:31.794870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4adb4f09-8740-4cca-a792-4d59e210a447 · outbound

This paper cites Panacea+: Panoramic and control- lable video generation for autonomous driving, 2024.

NoiseController: Towards Consistent Multi-view Video Generation via Noise Decomposition and Collaboration Panacea+: Panoramic and control- lable video generation for autonomous driving, 2024

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:22:31.781943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6e723c61-008e-4038-b5ac-ef7513ec7d3c · outbound

This paper cites Panacea: Panoramic and controllable video generation for autonomous driving.

NoiseController: Towards Consistent Multi-view Video Generation via Noise Decomposition and Collaboration Panacea: Panoramic and controllable video generation for autonomous driving

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:22:31.766822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 189a69fc-ee47-4bd9-82e2-5af173cbba23 · outbound

This paper cites MotionBooth: Motion-Aware Customized Text-to-Video Generation.

NoiseController: Towards Consistent Multi-view Video Generation via Noise Decomposition and Collaboration MotionBooth: Motion-Aware Customized Text-to-Video Generation

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-16T10:22:31.441009Z

Source-reported events for the cited work

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Observation f086146a-cef7-491e-a3e5-07acfac21ff4 · outbound

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

NoiseController: Towards Consistent Multi-view Video Generation via Noise Decomposition and Collaboration Tune-a-video: One-shot tuning of image diffusion models for text-to-video generation

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-16T10:22:31.444983Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 901309f9-d17a-4859-8e50-2f864aeb3383 · outbound

This paper cites FreeInit: Bridging Initialization Gap in Video Diffusion Models.

NoiseController: Towards Consistent Multi-view Video Generation via Noise Decomposition and Collaboration FreeInit: Bridging Initialization Gap in Video Diffusion Models

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-16T10:22:31.448374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2a49849-67f1-4481-9162-7073475b071a · outbound

This paper cites DriveScape: Towards High-Resolution Controllable Multi-View Driving Video Generation.

NoiseController: Towards Consistent Multi-view Video Generation via Noise Decomposition and Collaboration DriveScape: Towards High-Resolution Controllable Multi-View Driving Video Generation

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-16T10:22:31.452042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f586d884-4ea2-4996-ad3d-d113e3414c5e · outbound

This paper cites BEVControl: Accurately Controlling Street-view Elements with Multi-perspective Consistency via BEV Sketch Layout.

NoiseController: Towards Consistent Multi-view Video Generation via Noise Decomposition and Collaboration BEVControl: Accurately Controlling Street-view Elements with Multi-perspective Consistency via BEV Sketch Layout

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-16T10:22:31.455620Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation afe8d96b-e0fd-4c50-9945-154dce9b1efa · outbound

This paper cites Video instance seg- mentation.

NoiseController: Towards Consistent Multi-view Video Generation via Noise Decomposition and Collaboration Video instance seg- mentation

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:22:31.746869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d1d1bc53-1e07-4fc6-916d-98d4eea00918 · outbound

This paper cites MyGo: Consistent and Controllable Multi-View Driving Video Generation with Camera Control.

NoiseController: Towards Consistent Multi-view Video Generation via Noise Decomposition and Collaboration MyGo: Consistent and Controllable Multi-View Driving Video Generation with Camera Control

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-16T10:22:31.463686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 710b4e72-5512-47ee-a36a-bc355a4a9088 · outbound

This paper cites Controlvideo: Training-free controllable text-to-video generation.

NoiseController: Towards Consistent Multi-view Video Generation via Noise Decomposition and Collaboration Controlvideo: Training-free controllable text-to-video generation

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-16T10:22:31.467956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81560830-5485-44fd-b746-936feef143a3 · outbound

This paper cites Trip: Temporal residual learning with image noise prior for image-to-video diffusion models.

NoiseController: Towards Consistent Multi-view Video Generation via Noise Decomposition and Collaboration Trip: Temporal residual learning with image noise prior for image-to-video diffusion models

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:22:31.727704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6b84f5a4-4afe-4b08-9d32-8d01d0f0379a · outbound

This paper cites DriveDreamer-2: LLM-Enhanced World Models for Diverse Driving Video Generation.

NoiseController: Towards Consistent Multi-view Video Generation via Noise Decomposition and Collaboration DriveDreamer-2: LLM-Enhanced World Models for Diverse Driving Video Generation

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-16T10:22:31.475815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75775799-ec40-43ec-8680-c3cb1a017c26 · outbound

This paper cites Cross-view transform- ers for real-time map-view semantic segmentation.

NoiseController: Towards Consistent Multi-view Video Generation via Noise Decomposition and Collaboration Cross-view transform- ers for real-time map-view semantic segmentation

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:22:31.715999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 254af614-815a-4590-bdda-8c6610bc026b · outbound

This paper cites StoryDiffusion: Consistent Self-Attention for Long-Range Image and Video Generation.

NoiseController: Towards Consistent Multi-view Video Generation via Noise Decomposition and Collaboration StoryDiffusion: Consistent Self-Attention for Long-Range Image and Video Generation

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-16T10:22:31.483090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation a43eee80-a68e-45b3-a03a-38fe8219cbdb · inbound

3D and 4D World Modeling: A Survey cites this paper.

3D and 4D World Modeling: A Survey NoiseController: Towards Consistent Multi-view Video Generation via Noise Decomposition and Collaboration

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-05T06:04:09.323363Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1eee3027-bf81-4e10-ab46-b57cdc7ef93c · inbound

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model cites this paper.

FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model NoiseController: Towards Consistent Multi-view Video Generation via Noise Decomposition and Collaboration

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-07-04T02:59:26.731902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.