Pith Number

pith:RFK74ANE

pith:2023:RFK74ANEHJFYLT7AODWEILCVML

not attested not anchored not stored refs pending

Tracing Hyperparameter Dependencies for Model Parsing via Learnable Graph Pooling Network

Sijia Liu, Vishal Asnani, Xiao Guo, Xiaoming Liu

arxiv:2312.02224 v3 · 2023-12-03 · 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{RFK74ANEHJFYLT7AODWEILCVML}

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	2026-07-05T09:28:46.434196Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8955fe01a43a4b85cfe070ec442c5562f2f73571806ec711a1917d71840dcfc7

Aliases

arxiv: 2312.02224 · arxiv_version: 2312.02224v3 · doi: 10.48550/arxiv.2312.02224 · pith_short_12: RFK74ANEHJFY · pith_short_16: RFK74ANEHJFYLT7A · pith_short_8: RFK74ANE

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/RFK74ANEHJFYLT7AODWEILCVML \
  | 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: 8955fe01a43a4b85cfe070ec442c5562f2f73571806ec711a1917d71840dcfc7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4ebe600fa1ae029590e3125f3fdf0e3687e5f61d7c3492f93daae36c1b4ebf67",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-12-03T22:05:05Z",
    "title_canon_sha256": "6b036053bc3e9a82506f4bfde8e5ab47a0d090b0cd9d8d7e0e90c406fb587302"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.02224",
    "kind": "arxiv",
    "version": 3
  }
}