Pith Number

pith:XG6RR7XR

pith:2024:XG6RR7XRTGBQUZ5ZSF3R5NHUBW

not attested not anchored not stored refs pending

Dataset Enhancement with Instance-Level Augmentations

Christian Rupprecht, Orest Kupyn

arxiv:2406.08249 v1 · 2024-06-12 · cs.CV · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XG6RR7XRTGBQUZ5ZSF3R5NHUBW}

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

Understanding Trade offs When Conditioning Synthetic Data

Receipt and verification

First computed	2026-07-05T08:30:57.142494Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b9bd18fef199830a67b991771eb4f40d8bed5dc0dc36a91ec48b9d745e039910

Aliases

arxiv: 2406.08249 · arxiv_version: 2406.08249v1 · doi: 10.48550/arxiv.2406.08249 · pith_short_12: XG6RR7XRTGBQ · pith_short_16: XG6RR7XRTGBQUZ5Z · pith_short_8: XG6RR7XR

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/XG6RR7XRTGBQUZ5ZSF3R5NHUBW \
  | 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: b9bd18fef199830a67b991771eb4f40d8bed5dc0dc36a91ec48b9d745e039910

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c99dc4def100339e833d93fd7ec582707a56ad03b4c9931cc19437e90421020a",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-06-12T14:18:07Z",
    "title_canon_sha256": "94b34d44199a4e3158d066f55744e56fa6510a9ba7738c1bf29898b4f959892e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.08249",
    "kind": "arxiv",
    "version": 1
  }
}