Pith Number

pith:4IF65HHM

pith:2023:4IF65HHMRJNCVVENISMELTLWCX

not attested not anchored not stored refs pending

ScribbleGen: Generative Data Augmentation Improves Scribble-supervised Semantic Segmentation

Jacob Schnell, Jieke Wang, Lu Qi, Meng Tang, Vincent Tao Hu

arxiv:2311.17121 v2 · 2023-11-28 · 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{4IF65HHMRJNCVVENISMELTLWCX}

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	2026-07-05T08:08:53.093082Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e20bee9cec8a5a2ad48d449845cd7615d915ae82a86595c130e10960ba1b1cce

Aliases

arxiv: 2311.17121 · arxiv_version: 2311.17121v2 · doi: 10.48550/arxiv.2311.17121 · pith_short_12: 4IF65HHMRJNC · pith_short_16: 4IF65HHMRJNCVVEN · pith_short_8: 4IF65HHM

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/4IF65HHMRJNCVVENISMELTLWCX \
  | 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: e20bee9cec8a5a2ad48d449845cd7615d915ae82a86595c130e10960ba1b1cce

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "281b2a59c8d6d43379a9fbdc4da144312c3fb5061c42b807cfa25cfd1bf34c89",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-11-28T13:44:33Z",
    "title_canon_sha256": "927b67099806118db247b8c28ced33cd3acf51a47855ba8daeb9a74e3333676e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.17121",
    "kind": "arxiv",
    "version": 2
  }
}