Pith Number

pith:AU63BQII

pith:2021:AU63BQIITS3DPRMQEGFOCBPIJJ

not attested not anchored not stored refs pending

Abstraction and Symbolic Execution of Deep Neural Networks with Bayesian Approximation of Hidden Features

Amany Alshareef, James Sharp, Nicolas Berthier, Sven Schewe, Xiaowei Huang

arxiv:2103.03704 v1 · 2021-03-05 · cs.LG · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AU63BQIITS3DPRMQEGFOCBPIJJ}

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	2026-07-05T02:20:38.974201Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

053db0c1089cb637c590218ae105e84a4072e51ec9da31572c54d0967b17b910

Aliases

arxiv: 2103.03704 · arxiv_version: 2103.03704v1 · doi: 10.48550/arxiv.2103.03704 · pith_short_12: AU63BQIITS3D · pith_short_16: AU63BQIITS3DPRMQ · pith_short_8: AU63BQII

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/AU63BQIITS3DPRMQEGFOCBPIJJ \
  | 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: 053db0c1089cb637c590218ae105e84a4072e51ec9da31572c54d0967b17b910

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2d5c7d41a19d0a79db4f9cfb3cb697d1b499de57b86af8411a4efa403c751ec5",
    "cross_cats_sorted": [
      "cs.SE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-03-05T14:28:42Z",
    "title_canon_sha256": "f073bd8e86c2b1be4076c035bf2b8b743b0a11f62b540960cd8a45565e764a14"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2103.03704",
    "kind": "arxiv",
    "version": 1
  }
}