Pith Number

pith:XD7JTH7F

pith:2024:XD7JTH7F4YKGRHBYTHL52YGWOQ

not attested not anchored not stored refs pending

Improving Object Detection by Modifying Synthetic Data with Explainable AI

Celso M. de Melo, Nitish Mital, Raghuveer Rao, Richard Walters, Simon Malzard, Victoria Nockles

arxiv:2412.01477 v3 · 2024-12-02 · 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{XD7JTH7F4YKGRHBYTHL52YGWOQ}

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	2026-07-05T10:43:41.421598Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b8fe999fe5e614689c3899d7dd60d6740ae706d9a4e03f32c954bfd00d6a05c1

Aliases

arxiv: 2412.01477 · arxiv_version: 2412.01477v3 · doi: 10.48550/arxiv.2412.01477 · pith_short_12: XD7JTH7F4YKG · pith_short_16: XD7JTH7F4YKGRHBY · pith_short_8: XD7JTH7F

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/XD7JTH7F4YKGRHBYTHL52YGWOQ \
  | 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: b8fe999fe5e614689c3899d7dd60d6740ae706d9a4e03f32c954bfd00d6a05c1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "792e55196752f1e3d08e997fbf2a9bb5c1f2648ad903637dafcb4f22536c2669",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-02T13:24:43Z",
    "title_canon_sha256": "a70eb9df7bdccd71e4c4dbf6333aea7a580bc62342c3dc833ee267454977fe34"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.01477",
    "kind": "arxiv",
    "version": 3
  }
}