Pith Number

pith:EFILPP7O

pith:2018:EFILPP7OKKILDBNJMWUV2UJF6U

not attested not anchored not stored refs pending

Diagnostic Visualization for Deep Neural Networks Using Stochastic Gradient Langevin Dynamics

Biye Jiang, David M. Chan, John F. Canny, Tianhao Zhang

arxiv:1812.04604 v1 · 2018-12-11 · cs.CV · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EFILPP7OKKILDBNJMWUV2UJF6U}

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	2026-05-17T23:58:31.607090Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2150b7bfee5290b185a965a95d5125f52bfd20240f7be2139d7c4b9d1b159878

Aliases

arxiv: 1812.04604 · arxiv_version: 1812.04604v1 · doi: 10.48550/arxiv.1812.04604 · pith_short_12: EFILPP7OKKIL · pith_short_16: EFILPP7OKKILDBNJ · pith_short_8: EFILPP7O

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/EFILPP7OKKILDBNJMWUV2UJF6U \
  | 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: 2150b7bfee5290b185a965a95d5125f52bfd20240f7be2139d7c4b9d1b159878

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0f83956bef6dd38fb84696c926a78393627075ef25bb29b894b502db43a0c03b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2018-12-11T18:43:52Z",
    "title_canon_sha256": "adf5d3eaca2bdbf69affc2657784267fc8cbc39717d8fabc9a5dbbd21f49feef"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1812.04604",
    "kind": "arxiv",
    "version": 1
  }
}