Pith Number

pith:6FJ3ZC2X

pith:2023:6FJ3ZC2X3GI6RKDPVE3GXSSJA5

not attested not anchored not stored refs pending

Improving Resnet-9 Generalization Trained on Small Datasets

Gordon Deng, Gurpreet Gosal, Habib Hajimolahoseini, Michael Lim, Omar Mohamed Awad, Walid Ahmed, Yang Liu

arxiv:2309.03965 v1 · 2023-09-07 · cs.LG · cs.CL · 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{6FJ3ZC2X3GI6RKDPVE3GXSSJA5}

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	2026-07-05T11:08:55.066806Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f153bc8b57d991e8a86fa9366bca49076eb81281746ed733f024141a4252c577

Aliases

arxiv: 2309.03965 · arxiv_version: 2309.03965v1 · doi: 10.48550/arxiv.2309.03965 · pith_short_12: 6FJ3ZC2X3GI6 · pith_short_16: 6FJ3ZC2X3GI6RKDP · pith_short_8: 6FJ3ZC2X

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/6FJ3ZC2X3GI6RKDPVE3GXSSJA5 \
  | 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: f153bc8b57d991e8a86fa9366bca49076eb81281746ed733f024141a4252c577

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f0951276147af26084b5bcf92df2335ac8e47656bf04e3bf7431fcb56301527f",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-09-07T18:46:52Z",
    "title_canon_sha256": "8a1d899b2f4f39c1362cdeff43dda87e2b7f5dc9d12b4e85ca481757da39aefe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.03965",
    "kind": "arxiv",
    "version": 1
  }
}