Pith Number

pith:XGQ6223F

pith:2024:XGQ6223FAS3BCPCNT7RJSSAQAL

not attested not anchored not stored refs pending

Learning Tree-Structured Composition of Data Augmentation

Dongyue Li, Hongyang R. Zhang, Kailai Chen, Predrag Radivojac

arxiv:2408.14381 v1 · 2024-08-26 · cs.LG · cs.CV · cs.DS

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XGQ6223FAS3BCPCNT7RJSSAQAL}

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	2026-07-05T08:59:20.051363Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b9a1ed6b6504b6113c4d9fe299481002d5c590323ba1967e9c0ccf745feae8ba

Aliases

arxiv: 2408.14381 · arxiv_version: 2408.14381v1 · doi: 10.48550/arxiv.2408.14381 · pith_short_12: XGQ6223FAS3B · pith_short_16: XGQ6223FAS3BCPCN · pith_short_8: XGQ6223F

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/XGQ6223FAS3BCPCNT7RJSSAQAL \
  | 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: b9a1ed6b6504b6113c4d9fe299481002d5c590323ba1967e9c0ccf745feae8ba

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "51977502ab22f2e1438105fccef4fb224b8554c4c51d66c8e1c373c7a366ecd5",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.DS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-08-26T16:04:13Z",
    "title_canon_sha256": "a76394682b16977bc39e25e3bbfa7711abc8f2f5acd2960e9385729985f2af63"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.14381",
    "kind": "arxiv",
    "version": 1
  }
}