Pith Number

pith:QLVJCVSS

pith:2016:QLVJCVSSCXQSPQNLZ2FFWMI4MG

not attested not anchored not stored refs pending

The Loss Surface of Residual Networks: Ensembles and the Role of Batch Normalization

Etai Littwin, Lior Wolf

arxiv:1611.02525 v1 · 2016-11-08 · 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{QLVJCVSSCXQSPQNLZ2FFWMI4MG}

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	2026-05-18T00:59:51.780610Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

82ea91565215e127c1abce8a5b311c618de26651d0779831f4b5c35bccf70c7b

Aliases

arxiv: 1611.02525 · arxiv_version: 1611.02525v1 · doi: 10.48550/arxiv.1611.02525 · pith_short_12: QLVJCVSSCXQS · pith_short_16: QLVJCVSSCXQSPQNL · pith_short_8: QLVJCVSS

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/QLVJCVSSCXQSPQNLZ2FFWMI4MG \
  | 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: 82ea91565215e127c1abce8a5b311c618de26651d0779831f4b5c35bccf70c7b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b719709dbcc41f6913999e6212773a2af99d88145c1e23cf1730ce10677b785d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2016-11-08T14:17:13Z",
    "title_canon_sha256": "433a47c976cea3adb4c994b6504b460723d2944550414400ea9daeee4c932bb4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1611.02525",
    "kind": "arxiv",
    "version": 1
  }
}