Pith Number

pith:3Y66V5ZE

pith:2023:3Y66V5ZEMRER4BHF47GPG3JD37

not attested not anchored not stored refs pending

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

Abhishek Kar, Charles Herrmann, David J. Fleet, Deqing Sun, Junhwa Hur, Mohammad Norouzi, Saurabh Saxena

arxiv:2306.01923 v2 · 2023-06-02 · cs.CV

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3Y66V5ZEMRER4BHF47GPG3JD37}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

Marigold-DC: Zero-Shot Monocular Depth Completion with Guided Diffusion

Receipt and verification

First computed	2026-07-05T07:20:51.767395Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

de3deaf72464491e04e5e7ccf36d23dfcc7022bf90e83524625e26dd55fc304b

Aliases

arxiv: 2306.01923 · arxiv_version: 2306.01923v2 · doi: 10.48550/arxiv.2306.01923 · pith_short_12: 3Y66V5ZEMRER · pith_short_16: 3Y66V5ZEMRER4BHF · pith_short_8: 3Y66V5ZE

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/3Y66V5ZEMRER4BHF47GPG3JD37 \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: de3deaf72464491e04e5e7ccf36d23dfcc7022bf90e83524625e26dd55fc304b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ed1963edbb1e2e1313ebd28111bf0c75d86e204aa52a3e8a9f19f5a7b43b17a8",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-06-02T21:26:20Z",
    "title_canon_sha256": "edb73912d38083f23dac21c2486dab97325f362adfcde3d5fea1ac6dd08dc358"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.01923",
    "kind": "arxiv",
    "version": 2
  }
}