Pith Number

pith:XDXT3GF3

pith:2023:XDXT3GF373UTH3EZWBJLRIUNKD

not attested not anchored not stored refs pending

Dynamic Neural Network is All You Need: Understanding the Robustness of Dynamic Mechanisms in Neural Networks

Mirazul Haque, Wei Yang

arxiv:2308.08709 v1 · 2023-08-17 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XDXT3GF373UTH3EZWBJLRIUNKD}

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	2026-07-05T06:42:10.042478Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b8ef3d98bbfee933ec99b052b8a28d50f6a7ec90fbcd88e2dfe4e4eb90d3f447

Aliases

arxiv: 2308.08709 · arxiv_version: 2308.08709v1 · doi: 10.48550/arxiv.2308.08709 · pith_short_12: XDXT3GF373UT · pith_short_16: XDXT3GF373UTH3EZ · pith_short_8: XDXT3GF3

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/XDXT3GF373UTH3EZWBJLRIUNKD \
  | 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: b8ef3d98bbfee933ec99b052b8a28d50f6a7ec90fbcd88e2dfe4e4eb90d3f447

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bc5c7af0b59ea839d3ecf2a17991a918e732cb028244a594eb5e3b6355d33d2c",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-08-17T00:15:11Z",
    "title_canon_sha256": "5df50aa9b7234fde5d51a36b54e4eb20be9b7b6b9d01bec614d4b1375949e308"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.08709",
    "kind": "arxiv",
    "version": 1
  }
}