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Paper Citation Record · LEDGER

The Surprising Effectiveness of Diffusion Models for Optical Flow and Monocular Depth Estimation

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2306.01923.

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

pith.paper-citation-record.v1
2306.01923 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:11:55.290746Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-11T13:14:48.217128Z

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 c72bfb08-4f1c-4a12-a582-fbe8a9c92807 · inbound

Stereo Anywhere: Robust Zero-Shot Deep Stereo Matching Even Where Either Stereo or Mono Fail cites this paper.

Stereo Anywhere: Robust Zero-Shot Deep Stereo Matching Even Where Either Stereo or Mono Fail The Surprising Effectiveness of Diffusion Models for Optical Flow and Monocular Depth Estimation

Reference 83

Resolution
unresolved
no resolver link, observed 2026-08-11T21:29:58.977034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T21:29:58.977034Z digest=sha256:c1c9d150ca310c6f741852b1b0153d46b1e0836d44171349aacbcb1d421f8c90

Observation c25dae8d-16d6-4dd5-9b57-a9d67f97f4a3 · inbound

Marigold-DC: Zero-Shot Monocular Depth Completion with Guided Diffusion cites this paper.

Marigold-DC: Zero-Shot Monocular Depth Completion with Guided Diffusion The Surprising Effectiveness of Diffusion Models for Optical Flow and Monocular Depth Estimation

Reference 66

Resolution
verified exact
local_arxiv, observed 2026-08-11T13:14:48.226462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-11T13:14:47.796990Z digest=sha256:b7a07b09608e3b09f95151d42c9cd0e1c0fb1a40219765922f7b3448a7ebe67c

Observation db43eb19-8e49-4f5b-aea3-f801f1f45c40 · inbound

Mono3R: Exploiting Monocular Cues for Geometric 3D Reconstruction cites this paper.

Mono3R: Exploiting Monocular Cues for Geometric 3D Reconstruction The Surprising Effectiveness of Diffusion Models for Optical Flow and Monocular Depth Estimation

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-16T12:11:55.290746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:11:55.290746Z digest=sha256:5f888807af08ecd3042cd1289d9f6a47672c307140b2d4870b9bb23a7445f328

Observation 46a6cb29-5dfa-4f39-a5ce-bd8d2f869526 · inbound

The Fourth Monocular Depth Estimation Challenge cites this paper.

The Fourth Monocular Depth Estimation Challenge The Surprising Effectiveness of Diffusion Models for Optical Flow and Monocular Depth Estimation

Reference 88

Resolution
unresolved
no resolver link, observed 2026-08-16T10:35:23.688685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:35:23.688685Z digest=sha256:9af0c28c857e021567f4fa42e30ad9bdd6ff6259588630782e7673fad9d4e4f5

Observation 45d71a07-9d45-41c1-bd8c-25cb02d063da · inbound

Pixel Motion as Universal Representation for Robot Control cites this paper.

Pixel Motion as Universal Representation for Robot Control The Surprising Effectiveness of Diffusion Models for Optical Flow and Monocular Depth Estimation

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-15T22:12:55.037499Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T22:12:55.037499Z digest=sha256:09864ad70440419ecade78f01188063d1dc5cb6ccc4913910881eabb29481727