Pith Number

pith:XMIJT4LF

pith:2022:XMIJT4LFNTCPZAHMYSDIPPXPGW

not attested not anchored not stored refs pending

Co-visual pattern augmented generative transformer learning for automobile geo-localization

Hong Cheng, Jianwei Zhao, Pengbo Zhao, Qiang Zhai, Rui Huang

arxiv:2203.09135 v2 · 2022-03-17 · 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{XMIJT4LFNTCPZAHMYSDIPPXPGW}

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	2026-07-05T06:02:45.218890Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bb1099f1656cc4fc80ecc48687beef359b62fd99eb973b76b00bb3bb72bd348d

Aliases

arxiv: 2203.09135 · arxiv_version: 2203.09135v2 · doi: 10.48550/arxiv.2203.09135 · pith_short_12: XMIJT4LFNTCP · pith_short_16: XMIJT4LFNTCPZAHM · pith_short_8: XMIJT4LF

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/XMIJT4LFNTCPZAHMYSDIPPXPGW \
  | 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: bb1099f1656cc4fc80ecc48687beef359b62fd99eb973b76b00bb3bb72bd348d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bbebc450d15f911150a39f2b7219f5f7aa5cfe04a937da15b585f8aac8f4a500",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-03-17T07:29:02Z",
    "title_canon_sha256": "0d79807dcacc207c93e71391c0b8e2114092e0a0d49e8104a8316aae78557485"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.09135",
    "kind": "arxiv",
    "version": 2
  }
}