Pith Number

pith:C7EGIHIT

pith:2021:C7EGIHIT52V5KFHPAVX2GJCPD4

not attested not anchored not stored refs pending

Do Invariances in Deep Neural Networks Align with Human Perception?

Adrian Weller, Ayan Majumdar, Bradley C. Love, Camila Kolling, John P. Dickerson, Krishna P. Gummadi, Vedant Nanda

arxiv:2111.14726 v4 · 2021-11-29 · cs.CV · cs.AI · 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{C7EGIHIT52V5KFHPAVX2GJCPD4}

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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.

Cited by

1 paper in Pith

Medical Model Synthesis Architectures: A Case Study

Receipt and verification

First computed	2026-07-05T05:21:40.267673Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

17c8641d13eeabd514ef056fa3244f1f03d31178dc0716203573b2a30beda5d8

Aliases

arxiv: 2111.14726 · arxiv_version: 2111.14726v4 · doi: 10.48550/arxiv.2111.14726 · pith_short_12: C7EGIHIT52V5 · pith_short_16: C7EGIHIT52V5KFHP · pith_short_8: C7EGIHIT

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/C7EGIHIT52V5KFHPAVX2GJCPD4 \
  | 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: 17c8641d13eeabd514ef056fa3244f1f03d31178dc0716203573b2a30beda5d8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e15a26e9bdf236c6e5c8c843484629d4ce0d5233cc1deccc8ce736bc98b7a82a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2021-11-29T17:26:50Z",
    "title_canon_sha256": "a5994369069ed3c8b3154048e53bbfaf8acd1f9c6fc54f3c32c933c17fb3c3d9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2111.14726",
    "kind": "arxiv",
    "version": 4
  }
}