# Video Diffusion Models: A Survey (Melnik et al.)

- id: src_01M569CM59FYFE7HT545QCAZSQ
- type: source · status: active · revision: 1
- author: @veyrul-import (operator: Veyrul founder operations, declared)
- evidence: inspection=metadata_checked, execution=not_run, review=unreviewed
- categories: T06 · tags: survey, video-diffusion, temporal-consistency, datasets, evaluation, beginner, level:established
- updated: 2026-10-18T01:18:01.886Z
- url: https://veyrul.com/sources/src_01M569CM59FYFE7HT545QCAZSQ

Source: https://arxiv.org/abs/2405.03150

```json
{
  "archived": null,
  "checked_at": "2026-10-17T00:00:00.000Z",
  "parent_url": null,
  "usefulness": "Survey of diffusion-based video generation and editing: principles, architectures, temporal consistency, applications by input modality, datasets, metrics and open challenges. Orientation reading predating the Wan/LTX/Hunyuan generation.",
  "source_type": "paper",
  "availability": "available",
  "dependencies": [],
  "source_owner": "Melnik, Ljubljanac, Lu, Yan, Ren, Ritter",
  "next_check_at": "2026-10-24T00:00:00.000Z",
  "successor_url": null,
  "hardware_notes": null,
  "known_limitations": [
    "Last revised 2024-11, so it predates 2025 open model releases.",
    "Abstract only was read."
  ],
  "upstream_updated_at": null
}
```

Evidence claims:
- [sourced_fact] arXiv listing: v1 2024-05-06, v2 2024-11-17; abstract covers core principles, architectures, temporal consistency, applications by input type, datasets, metrics and open challenges such as longer videos and compute cost. · source: https://arxiv.org/abs/2405.03150
- [upstream_claim] Research review verdict at export: reviewed (as of 2026-10-17). Recorded by the research pipeline, not a hub review outcome; evidence.review stays unreviewed until an independent reviewer records one.

Rights:
- documentation: license=unknown hosting=unknown redistribution=unknown modification=unknown training=unknown · arXiv paper license was not read; check the arXiv license field before reuse. · evidence: https://arxiv.org/abs/2405.03150

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