Paper Citation Record · LEDGER

UniVideo: Unified Understanding, Generation, and Editing for Videos

As of 21 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 36 inbound Pith citation observations for arXiv:2510.08377.

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

pith.paper-citation-record.v1
2510.08377 v4

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T10:49:50.259288Z

measured 74 of 74 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 36 of 36 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T17:08:56.520608Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T10:29:44.530433Z

Reference resolution

38 of 38 outbound references displayed

verified exact0
verified fuzzy0
unresolved38
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 73f4a28d-5da8-46e6-90dc-209baa4763cc · outbound

This paper cites Qwen2.5-VL Technical Report.

UniVideo: Unified Understanding, Generation, and Editing for Videos Qwen2.5-VL Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T10:49:47.214037Z

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Observation 291f494f-cd31-4f1c-af3a-e10e1a0ffbf9 · outbound

This paper cites DreamLLM: Synergistic Multimodal Comprehension and Creation.

UniVideo: Unified Understanding, Generation, and Editing for Videos DreamLLM: Synergistic Multimodal Comprehension and Creation

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T10:49:47.633545Z

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Observation f2594ed8-bc9d-4eef-85ea-42ed4a43db50 · outbound

This paper cites SEED-X: Multimodal Models with Unified Multi-granularity Comprehension and Generation.

UniVideo: Unified Understanding, Generation, and Editing for Videos SEED-X: Multimodal Models with Unified Multi-granularity Comprehension and Generation

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T10:49:47.713548Z

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Observation 8fb516ce-e28f-4d8c-9908-fd9be1e60df7 · outbound

This paper cites MetaMorph: Learning Universal Controllers with Transformers.

UniVideo: Unified Understanding, Generation, and Editing for Videos MetaMorph: Learning Universal Controllers with Transformers

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T10:49:47.817748Z

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Observation 72a86b75-9ad0-468f-9b00-5473d56c1d02 · outbound

This paper cites ConceptMaster: Multi-Concept Video Customization on Diffusion Transformer Models Without Test-Time Tuning.

UniVideo: Unified Understanding, Generation, and Editing for Videos ConceptMaster: Multi-Concept Video Customization on Diffusion Transformer Models Without Test-Time Tuning

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T10:49:47.891881Z

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Observation 1bb0791c-c04b-43ee-a89f-c91a7479c3a2 · outbound

This paper cites VACE: All-in-One Video Creation and Editing.

UniVideo: Unified Understanding, Generation, and Editing for Videos VACE: All-in-One Video Creation and Editing

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T10:49:47.960559Z

Source-reported events for the cited work

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Observation 43531f67-cbdb-47f5-8b93-7649a5243a81 · outbound

This paper cites FullDiT: Multi-Task Video Generative Foundation Model with Full Attention.

UniVideo: Unified Understanding, Generation, and Editing for Videos FullDiT: Multi-Task Video Generative Foundation Model with Full Attention

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T10:49:48.042362Z

Source-reported events for the cited work

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Observation cbe1dc13-452b-4167-b290-dd39e60f4179 · outbound

This paper cites HunyuanVideo: A Systematic Framework For Large Video Generative Models.

UniVideo: Unified Understanding, Generation, and Editing for Videos HunyuanVideo: A Systematic Framework For Large Video Generative Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T10:49:48.115320Z

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Observation f1cd6c3b-2e50-46d2-969e-99bfb4bbf384 · outbound

This paper cites AnyV2V: A Tuning-Free Framework For Any Video-to-Video Editing Tasks.

UniVideo: Unified Understanding, Generation, and Editing for Videos AnyV2V: A Tuning-Free Framework For Any Video-to-Video Editing Tasks

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T10:49:48.197996Z

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Observation 5c5c57b3-eb6b-4eea-930f-77781188d7e9 · outbound

This paper cites FLUX.1 Kontext: Flow Matching for In-Context Image Generation and Editing in Latent Space.

UniVideo: Unified Understanding, Generation, and Editing for Videos FLUX.1 Kontext: Flow Matching for In-Context Image Generation and Editing in Latent Space

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T10:49:48.293926Z

Source-reported events for the cited work

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Observation e33603d9-f1d7-4fba-99cd-1d3502c90ba1 · outbound

This paper cites Mogao: An Omni Foundation Model for Interleaved Multi-Modal Generation.

UniVideo: Unified Understanding, Generation, and Editing for Videos Mogao: An Omni Foundation Model for Interleaved Multi-Modal Generation

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T10:49:48.370382Z

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Observation 22f64a6c-48c4-457a-96a0-ed4b53d86ad2 · outbound

This paper cites MagicEdit: High-Fidelity and Temporally Coherent Video Editing.

UniVideo: Unified Understanding, Generation, and Editing for Videos MagicEdit: High-Fidelity and Temporally Coherent Video Editing

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T10:49:48.433935Z

Source-reported events for the cited work

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Observation 0361f6c6-13a6-45b9-be31-c9d621a5fcdb · outbound

This paper cites UniWorld-V1: High-Resolution Semantic Encoders for Unified Visual Understanding and Generation.

UniVideo: Unified Understanding, Generation, and Editing for Videos UniWorld-V1: High-Resolution Semantic Encoders for Unified Visual Understanding and Generation

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T10:49:48.516988Z

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Observation 91ed0832-9ef6-4f2a-a878-5ce4e3355301 · outbound

This paper cites Phantom: Subject-consistent video generation via cross-modal alignment.

UniVideo: Unified Understanding, Generation, and Editing for Videos Phantom: Subject-consistent video generation via cross-modal alignment

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T10:49:48.589583Z

Source-reported events for the cited work

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Observation 8a4bf5bb-9ddc-4ecb-9c1e-0b0b518987e1 · outbound

This paper cites Step-Video-T2V Technical Report: The Practice, Challenges, and Future of Video Foundation Model.

UniVideo: Unified Understanding, Generation, and Editing for Videos Step-Video-T2V Technical Report: The Practice, Challenges, and Future of Video Foundation Model

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T10:49:48.658757Z

Source-reported events for the cited work

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Observation 8dd57aff-87dc-49d6-8422-088ada56070b · outbound

This paper cites Transfer between Modalities with MetaQueries.

UniVideo: Unified Understanding, Generation, and Editing for Videos Transfer between Modalities with MetaQueries

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T10:49:48.716774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 224b0d5e-a92d-4b5c-ae89-95ef1590bc8b · outbound

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

UniVideo: Unified Understanding, Generation, and Editing for Videos SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T10:49:48.799944Z

Source-reported events for the cited work

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Observation 6f57bb97-5184-4f30-b402-53c3a92da22a · outbound

This paper cites Movie Gen: A Cast of Media Foundation Models.

UniVideo: Unified Understanding, Generation, and Editing for Videos Movie Gen: A Cast of Media Foundation Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T10:49:48.898580Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef364fbd-f8fd-4b0c-bf37-103f5d74a52b · outbound

This paper cites LMFusion: Adapting Pretrained Language Models for Multimodal Generation.

UniVideo: Unified Understanding, Generation, and Editing for Videos LMFusion: Adapting Pretrained Language Models for Multimodal Generation

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T10:49:49.019944Z

Source-reported events for the cited work

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Observation 87f1b4b7-2b07-45c9-9548-2fccc12e8e81 · outbound

This paper cites OminiControl: Minimal and Universal Control for Diffusion Transformer.

UniVideo: Unified Understanding, Generation, and Editing for Videos OminiControl: Minimal and Universal Control for Diffusion Transformer

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T10:49:49.107557Z

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Observation c385d80f-a4ea-44aa-a241-00729ebadf3d · outbound

This paper cites Omni-video: Democ- ratizing unified video understanding and generation.arXiv preprint arXiv:2507.06119,.

UniVideo: Unified Understanding, Generation, and Editing for Videos Omni-video: Democ- ratizing unified video understanding and generation.arXiv preprint arXiv:2507.06119,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-04T10:49:49.208736Z

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Observation 68e86199-c3d0-4dec-afdc-12e88f8d9689 · outbound

This paper cites Chameleon: Mixed-Modal Early-Fusion Foundation Models.

UniVideo: Unified Understanding, Generation, and Editing for Videos Chameleon: Mixed-Modal Early-Fusion Foundation Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T10:49:49.292341Z

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Observation 2b00b1bd-ecf1-4dbd-8086-f5a51e1eb447 · outbound

This paper cites MetaMorph: Multimodal Understanding and Generation via Instruction Tuning.

UniVideo: Unified Understanding, Generation, and Editing for Videos MetaMorph: Multimodal Understanding and Generation via Instruction Tuning

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-04T10:49:49.376070Z

Source-reported events for the cited work

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Observation 8e50bb36-f926-4665-9017-123eaa9d181f · outbound

This paper cites Wan: Open and Advanced Large-Scale Video Generative Models.

UniVideo: Unified Understanding, Generation, and Editing for Videos Wan: Open and Advanced Large-Scale Video Generative Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-04T10:49:49.471148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e19da07c-ce57-492d-ade3-cdc033495cb4 · outbound

This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.

UniVideo: Unified Understanding, Generation, and Editing for Videos Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T10:49:49.533691Z

Source-reported events for the cited work

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Observation f9e00c27-378d-45e7-b361-a3fddda9c664 · outbound

This paper cites Qwen-Image Technical Report.

UniVideo: Unified Understanding, Generation, and Editing for Videos Qwen-Image Technical Report

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-04T10:49:49.621745Z

Source-reported events for the cited work

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Observation d5e5cbc3-690f-4ec3-a6df-8f03e30e3d25 · outbound

This paper cites Show-o: One Single Transformer to Unify Multimodal Understanding and Generation.

UniVideo: Unified Understanding, Generation, and Editing for Videos Show-o: One Single Transformer to Unify Multimodal Understanding and Generation

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-04T10:49:49.687091Z

Source-reported events for the cited work

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Observation 3636b190-470a-4ac6-a97b-fc1713b41f8d · outbound

This paper cites Show-o2: Improved Native Unified Multimodal Models.

UniVideo: Unified Understanding, Generation, and Editing for Videos Show-o2: Improved Native Unified Multimodal Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-04T10:49:49.772549Z

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Observation 04ae6fef-ce96-4ed5-af21-10ba586ce2df · outbound

This paper cites CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer.

UniVideo: Unified Understanding, Generation, and Editing for Videos CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-04T10:49:49.864956Z

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Observation e81c6731-857f-4f5e-a24b-85227af32ce8 · outbound

This paper cites ImgEdit: A Unified Image Editing Dataset and Benchmark.

UniVideo: Unified Understanding, Generation, and Editing for Videos ImgEdit: A Unified Image Editing Dataset and Benchmark

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-04T10:49:49.960605Z

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Observation 8b1fcd1d-cedf-4410-a845-cbedbab1ccf7 · outbound

This paper cites Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model.

UniVideo: Unified Understanding, Generation, and Editing for Videos Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-04T10:49:50.038738Z

Source-reported events for the cited work

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Observation 7da4950e-ded6-4e99-96ca-c6a2a9f1d7f7 · outbound

This paper cites While we do not observe task confusion, it sometimes fails to strictly follow editing instructions, occasionally over-editing unre- lated regions.

UniVideo: Unified Understanding, Generation, and Editing for Videos While we do not observe task confusion, it sometimes fails to strictly follow editing instructions, occasionally over-editing unre- lated regions

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-04T10:49:50.096466Z

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Observation 27333d34-02c2-48aa-bf54-a360629ce48a · outbound

This paper cites We also source open source data such as OmniEdit(Wei et al., 18 Table 8: Model capabilities across understanding, generation, editing, and in-context generation.

UniVideo: Unified Understanding, Generation, and Editing for Videos We also source open source data such as OmniEdit(Wei et al., 18 Table 8: Model capabilities across understanding, generation, editing, and in-context generation

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-04T10:49:50.166756Z

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Observation bef9cec9-32b9-4f93-ae64-ad6939331c77 · outbound

This paper cites an unresolved cited work.

UniVideo: Unified Understanding, Generation, and Editing for Videos Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-04T10:49:50.259288Z

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Observation cd706d27-0f10-46e7-a2ff-ee8f5b103b7a · outbound

This paper cites SAM 2: Segment Anything in Images and Videos.

UniVideo: Unified Understanding, Generation, and Editing for Videos SAM 2: Segment Anything in Images and Videos

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-04T10:49:48.965766Z

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Observation 7622feaa-cad1-4b97-ad46-ebacadcfb9db · outbound

This paper cites BLIP3-o: A Family of Fully Open Unified Multimodal Models-Architecture, Training and Dataset.

UniVideo: Unified Understanding, Generation, and Editing for Videos BLIP3-o: A Family of Fully Open Unified Multimodal Models-Architecture, Training and Dataset

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-04T10:49:47.484727Z

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Observation 602babb6-035c-45da-8804-32abc1170651 · outbound

This paper cites VideoCrafter1: Open Diffusion Models for High-Quality Video Generation.

UniVideo: Unified Understanding, Generation, and Editing for Videos VideoCrafter1: Open Diffusion Models for High-Quality Video Generation

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-04T10:49:47.409544Z

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Observation ad60875f-2bd0-459c-bbc6-78c5792f2242 · outbound

This paper cites Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets.

UniVideo: Unified Understanding, Generation, and Editing for Videos Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-04T10:49:47.297010Z

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Pith citing papers

Observation 5b95dbdd-b7d7-40cd-8b07-15eb457e9171 · inbound

iMontage: Unified, Versatile, Highly Dynamic Many-to-many Image Generation cites this paper.

iMontage: Unified, Versatile, Highly Dynamic Many-to-many Image Generation UniVideo: Unified Understanding, Generation, and Editing for Videos

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-04T06:47:09.213780Z

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Observation aa5d514e-1975-4f61-8e4c-313360402fc6 · inbound

VideoCoF: Unified Video Editing with Temporal Reasoner cites this paper.

VideoCoF: Unified Video Editing with Temporal Reasoner UniVideo: Unified Understanding, Generation, and Editing for Videos

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-07-07T03:17:13.018030Z

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 5b021933-8d1e-435d-9505-8fe570e0155a · inbound

LLaMo: Scaling Pretrained Language Models for Unified Motion Understanding and Generation with Continuous Autoregressive Tokens cites this paper.

LLaMo: Scaling Pretrained Language Models for Unified Motion Understanding and Generation with Continuous Autoregressive Tokens UniVideo: Unified Understanding, Generation, and Editing for Videos

Reference 72

Resolution: verified exact; arxiv_id, observed 2026-07-07T03:17:13.018030Z

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 6f86792b-2400-422e-adda-9970a75c8ed7 · inbound

Under One Sun: Multi-Object Generative Perception of Materials and Illumination cites this paper.

Under One Sun: Multi-Object Generative Perception of Materials and Illumination UniVideo: Unified Understanding, Generation, and Editing for Videos

Reference 43

Resolution: unresolved; no resolver link, observed 2026-07-13T22:08:47.493022Z

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Observation 3efc82ee-462b-4a27-9657-cc0fc8864b4a · inbound

Physics-Aware Video Instance Removal Benchmark cites this paper.

Physics-Aware Video Instance Removal Benchmark UniVideo: Unified Understanding, Generation, and Editing for Videos

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-07-07T03:17:13.018030Z

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 4bc9f2fb-742e-4e37-b893-0f5b9d27a9de · inbound

ImVideoEdit: Image-learning Video Editing via 2D Spatial Difference Attention Blocks cites this paper.

ImVideoEdit: Image-learning Video Editing via 2D Spatial Difference Attention Blocks UniVideo: Unified Understanding, Generation, and Editing for Videos

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-07-07T03:17:13.018030Z

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 e9852fea-77fb-450e-b677-8fe93699ea63 · inbound

InsEdit: Towards Instruction-based Visual Editing via Data-Efficient Video Diffusion Models Adaptation cites this paper.

InsEdit: Towards Instruction-based Visual Editing via Data-Efficient Video Diffusion Models Adaptation UniVideo: Unified Understanding, Generation, and Editing for Videos

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-07-07T03:17:13.018030Z

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

Observation bb785f1a-bfac-4540-9be7-897b51354570 · inbound

Controllable Video Object Insertion via Multi-View Priors cites this paper.

Controllable Video Object Insertion via Multi-View Priors UniVideo: Unified Understanding, Generation, and Editing for Videos

Reference 44

Resolution: verified exact; arxiv_id, observed 2026-07-07T03:17:13.018030Z

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 e2699323-abc0-4aa2-9de6-774b28e2d6e7 · inbound

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects cites this paper.

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects UniVideo: Unified Understanding, Generation, and Editing for Videos

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-07-07T03:17:13.018030Z

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 f9122528-1e0e-48b7-b0d4-4eca101c9181 · inbound

How Far Are Video Models from True Multimodal Reasoning? cites this paper.

How Far Are Video Models from True Multimodal Reasoning? UniVideo: Unified Understanding, Generation, and Editing for Videos

Reference 73

Resolution: metadata mismatch; arxiv_id, observed 2026-07-07T03:17:13.018030Z

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 89729954-58f5-41a2-b937-434747ac3461 · inbound

Tuna-2: Pixel Embeddings Beat Vision Encoders for Multimodal Understanding and Generation cites this paper.

Tuna-2: Pixel Embeddings Beat Vision Encoders for Multimodal Understanding and Generation UniVideo: Unified Understanding, Generation, and Editing for Videos

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-07-07T03:17:13.018030Z

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 334ecb48-2067-4346-91be-f1a6d78d489f · inbound

Tuna-2: Pixel Embeddings Beat Vision Encoders for Multimodal Understanding and Generation cites this paper.

Tuna-2: Pixel Embeddings Beat Vision Encoders for Multimodal Understanding and Generation UniVideo: Unified Understanding, Generation, and Editing for Videos

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-07-07T03:17:13.018030Z

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 384b0a38-4bef-4938-b650-a1f5be80ec0c · inbound

Mamoda2.5: Enhancing Unified Multimodal Model with DiT-MoE cites this paper.

Mamoda2.5: Enhancing Unified Multimodal Model with DiT-MoE UniVideo: Unified Understanding, Generation, and Editing for Videos

Reference 57

Resolution: verified exact; arxiv_id, observed 2026-07-07T03:17:13.018030Z

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 8b34f157-24f5-4478-a288-0f55552c113f · inbound

LIVEditor-14B: Lightning Unified Video Editing via In-Context Sparse Attention cites this paper.

LIVEditor-14B: Lightning Unified Video Editing via In-Context Sparse Attention UniVideo: Unified Understanding, Generation, and Editing for Videos

Reference 45

Resolution: verified exact; arxiv_id, observed 2026-07-07T03:17:13.018030Z

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 71384b89-cd41-4808-8cb9-2dbaa7f9deb8 · inbound

Sparkle: Realizing Lively Instruction-Guided Video Background Replacement via Decoupled Guidance cites this paper.

Sparkle: Realizing Lively Instruction-Guided Video Background Replacement via Decoupled Guidance UniVideo: Unified Understanding, Generation, and Editing for Videos

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-07-07T03:17:13.018030Z

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 af13ddc4-6e8b-4a57-8904-a94ce9bbae4b · inbound

Lance: Unified Multimodal Modeling by Multi-Task Synergy cites this paper.

Lance: Unified Multimodal Modeling by Multi-Task Synergy UniVideo: Unified Understanding, Generation, and Editing for Videos

Reference 120

Resolution: verified exact; arxiv_id, observed 2026-07-07T03:17:13.018030Z

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 f0a9f1bd-47a0-4652-9d7d-90ddbe70b3be · inbound

Lance: Unified Multimodal Modeling by Multi-Task Synergy cites this paper.

Lance: Unified Multimodal Modeling by Multi-Task Synergy UniVideo: Unified Understanding, Generation, and Editing for Videos

Reference 121

Resolution: verified exact; arxiv_id, observed 2026-07-07T03:17:13.018030Z

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 df27bdd1-8ddb-4d15-951a-846dd2d2b781 · inbound

Aurora: Unified Video Editing with a Tool-Using Agent cites this paper.

Aurora: Unified Video Editing with a Tool-Using Agent UniVideo: Unified Understanding, Generation, and Editing for Videos

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-07-07T03:17:13.018030Z

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 24ee577e-95a1-4ce1-b1b3-10ef721208b6 · inbound

What Semantics Survive the Connector? Diagnosing VLM-to-DiT Alignment in Video Editing cites this paper.

What Semantics Survive the Connector? Diagnosing VLM-to-DiT Alignment in Video Editing UniVideo: Unified Understanding, Generation, and Editing for Videos

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-07-07T03:17:13.018030Z

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 8220ccec-a832-42d0-b2ed-492ddddc7d86 · inbound

What Semantics Survive the Connector? Diagnosing VLM-to-DiT Alignment in Video Editing cites this paper.

What Semantics Survive the Connector? Diagnosing VLM-to-DiT Alignment in Video Editing UniVideo: Unified Understanding, Generation, and Editing for Videos

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-07-07T03:17:13.018030Z

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 31d6847a-ac4d-4a11-8254-548505d81543 · inbound

Bernini: Latent Semantic Planning for Video Diffusion cites this paper.

Bernini: Latent Semantic Planning for Video Diffusion UniVideo: Unified Understanding, Generation, and Editing for Videos

Reference 76

Resolution: verified exact; arxiv_id, observed 2026-07-07T03:17:13.018030Z

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 63d551c3-d4ae-49b3-a8ea-6d4d86cd5da0 · inbound

MotiMotion: Motion-Controlled Video Generation with Visual Reasoning cites this paper.

MotiMotion: Motion-Controlled Video Generation with Visual Reasoning UniVideo: Unified Understanding, Generation, and Editing for Videos

Reference 72

Resolution: metadata mismatch; arxiv_id, observed 2026-07-07T03:17:13.018030Z

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 66a067ea-f1a5-4b27-9f52-812908c993ee · inbound

Smart-Insertion-V: Photorealistic Video Insertion via a Closed-Loop Feedback Dual-Stream Framework cites this paper.

Smart-Insertion-V: Photorealistic Video Insertion via a Closed-Loop Feedback Dual-Stream Framework UniVideo: Unified Understanding, Generation, and Editing for Videos

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-07-07T03:17:13.018030Z

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 c19fe86d-b4ad-4bc7-97d4-a6e86dc794dd · inbound

Lumos-Nexus: Efficient Frequency Bridging with Homogeneous Latent Space for Video Unified Models cites this paper.

Lumos-Nexus: Efficient Frequency Bridging with Homogeneous Latent Space for Video Unified Models UniVideo: Unified Understanding, Generation, and Editing for Videos

Reference 48

Resolution: verified exact; arxiv_id, observed 2026-07-07T03:17:13.018030Z

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 7645f489-9dd0-4229-9cf7-9e4552c6986b · inbound

AlbedoEdit: Unified Instance-Level Video Editing with Albedo Guidance cites this paper.

AlbedoEdit: Unified Instance-Level Video Editing with Albedo Guidance UniVideo: Unified Understanding, Generation, and Editing for Videos

Reference 45

Resolution: verified exact; arxiv_id, observed 2026-07-07T03:17:13.018030Z

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 6a1d2a9e-063f-4382-b861-e68e9b452ec6 · inbound

SteerVTE: Seamless Video Text Editing with Style and Glyph Control cites this paper.

SteerVTE: Seamless Video Text Editing with Style and Glyph Control UniVideo: Unified Understanding, Generation, and Editing for Videos

Reference 60

Resolution: verified exact; arxiv_id, observed 2026-07-07T03:17:13.018030Z

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 30e503cf-3bfd-4b26-b6bb-7617b919afa7 · inbound

Bridging Video Understanding and Generation in a Unified Framework cites this paper.

Bridging Video Understanding and Generation in a Unified Framework UniVideo: Unified Understanding, Generation, and Editing for Videos

Reference 64

Resolution: verified exact; arxiv_id, observed 2026-07-07T03:17:13.018030Z

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 d34f55a7-8b24-4822-8baf-0564b94102cd · inbound

ReBind: Multi-Reference Video Editing via Structured Instructions with Explicit Reference Relationships cites this paper.

ReBind: Multi-Reference Video Editing via Structured Instructions with Explicit Reference Relationships UniVideo: Unified Understanding, Generation, and Editing for Videos

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-02T01:27:23.605545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25bf3166-fb60-4963-99e1-95f6468e73dd · inbound

Apple-$\pi$: Benchmarking Thinking with Video Towards Law-Grounded Physical Intelligence cites this paper.

Apple-$\pi$: Benchmarking Thinking with Video Towards Law-Grounded Physical Intelligence UniVideo: Unified Understanding, Generation, and Editing for Videos

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-01T21:07:27.750672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0efbaabf-c1b7-4f11-ac4b-db74755c689b · inbound

VIPER: Visual In-Context Physics Reasoning for Physically Plausible Video Generation cites this paper.

VIPER: Visual In-Context Physics Reasoning for Physically Plausible Video Generation UniVideo: Unified Understanding, Generation, and Editing for Videos

Reference 31

Resolution: unresolved; no resolver link, observed 2026-07-30T21:29:22.037630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2051de52-566c-451f-a9b9-cd78f1a01fc2 · inbound

FlexComposer: Unified Video Compositing from Images to Dynamic Footage with Flexible Trajectory Control cites this paper.

FlexComposer: Unified Video Compositing from Images to Dynamic Footage with Flexible Trajectory Control UniVideo: Unified Understanding, Generation, and Editing for Videos

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-03T03:17:58.854818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 712e81ca-a89f-4179-ab3c-039df3dce6cf · inbound

JoyAI-Video-Edit: Real-Time Open-Ended Video Editing with Autoregressive Diffusion cites this paper.

JoyAI-Video-Edit: Real-Time Open-Ended Video Editing with Autoregressive Diffusion UniVideo: Unified Understanding, Generation, and Editing for Videos

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-05T04:52:48.552579Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21b72b64-7767-4efb-8901-05e75f21e5a1 · inbound

Towards Physics of Multimodal Pretraining: Knowledge Flow, Modality Synergy, Early Unification, and Recipes cites this paper.

Towards Physics of Multimodal Pretraining: Knowledge Flow, Modality Synergy, Early Unification, and Recipes UniVideo: Unified Understanding, Generation, and Editing for Videos

Reference 133

Resolution: unresolved; no resolver link, observed 2026-08-06T11:55:28.155399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8113f314-ad63-4368-9e81-7c10a5e28a52 · inbound

Towards Physics of Multimodal Pretraining: Knowledge Flow, Modality Synergy, Early Unification, and Recipes cites this paper.

Towards Physics of Multimodal Pretraining: Knowledge Flow, Modality Synergy, Early Unification, and Recipes UniVideo: Unified Understanding, Generation, and Editing for Videos

Reference 133

Resolution: unresolved; no resolver link, observed 2026-08-08T17:08:56.520608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10f85d00-c887-4d7d-b835-3a774a43a6de · inbound

OmniEdit-Bench: A Comprehensive Benchmark for Instruction-based Video Editing cites this paper.

OmniEdit-Bench: A Comprehensive Benchmark for Instruction-based Video Editing UniVideo: Unified Understanding, Generation, and Editing for Videos

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-06T10:34:42.397646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 792a3c7b-e677-477f-9104-59b7fa1676d2 · inbound

VideoArgus: Agentic Rubric-Grounded Unified Evaluation for Video Generation and Editing cites this paper.

VideoArgus: Agentic Rubric-Grounded Unified Evaluation for Video Generation and Editing UniVideo: Unified Understanding, Generation, and Editing for Videos

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-08T12:16:44.816528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.