Pith Number

pith:VJOQCS7A

pith:2026:VJOQCS7APNPL7HEQR2VYMS4RXI

not attested not anchored not stored refs pending

GIFT: Geometry-Invariant Fine-Tuning for Non-Lambertian Monocular Depth Estimation

Bingqian Wu, Dayu Li, Guangzhen Xu, Hang Yang, Huanran Cui, Xianghui Fan, Xiangru Huang, Xin Zeng, Zhaoyu Chen

arxiv:2608.02068 v1 · 2026-08-03 · 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{VJOQCS7APNPL7HEQR2VYMS4RXI}

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.

Receipt and verification

First computed	2026-08-04T02:10:46.755808Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aa5d014be07b5ebf9c908eab864b91ba02494f4cd0beba3270c363fc3b95d50a

Aliases

arxiv: 2608.02068 · arxiv_version: 2608.02068v1 · doi: 10.48550/arxiv.2608.02068 · pith_short_12: VJOQCS7APNPL · pith_short_16: VJOQCS7APNPL7HEQ · pith_short_8: VJOQCS7A

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/VJOQCS7APNPL7HEQR2VYMS4RXI \
  | 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: aa5d014be07b5ebf9c908eab864b91ba02494f4cd0beba3270c363fc3b95d50a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "aa9537de7d69a5276d8070599d9440811d9aec799c39f971dbf252e3eedeab59",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-08-03T11:10:53Z",
    "title_canon_sha256": "b306deafa89e8129f09654557c0e76aeecfcce3b537b52436972a14c2e667713"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.02068",
    "kind": "arxiv",
    "version": 1
  }
}