Pith Number

pith:M7QQI7YN

pith:2022:M7QQI7YNOCMJPFRE4TVFVCTZSD

not attested not anchored not stored refs pending

The Robustness Limits of SoTA Vision Models to Natural Variation

Ari Morcos, Diane Bouchacourt, Mark Ibrahim, Quentin Garrido

arxiv:2210.13604 v1 · 2022-10-24 · cs.CV · 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{M7QQI7YNOCMJPFRE4TVFVCTZSD}

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.

Cited by

1 paper in Pith

MoENAS: Mixture-of-Expert based Neural Architecture Search for jointly Accurate, Fair, and Robust Edge Deep Neural Networks

Receipt and verification

First computed	2026-07-05T05:10:19.904257Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

67e1047f0d7098979624e4ea5a8a7990c954dc6ca46c1fee8fe3735d9f7c6152

Aliases

arxiv: 2210.13604 · arxiv_version: 2210.13604v1 · doi: 10.48550/arxiv.2210.13604 · pith_short_12: M7QQI7YNOCMJ · pith_short_16: M7QQI7YNOCMJPFRE · pith_short_8: M7QQI7YN

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/M7QQI7YNOCMJPFRE4TVFVCTZSD \
  | 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: 67e1047f0d7098979624e4ea5a8a7990c954dc6ca46c1fee8fe3735d9f7c6152

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "394df9cd3c6cd8da08f12786696b19c38bc1d9b6557bd5f977218ac09f205f0a",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-10-24T21:09:53Z",
    "title_canon_sha256": "1a34a13ddbd9b5817edb48fb0e396a637781497b671d1701d105d19f7c5998ef"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.13604",
    "kind": "arxiv",
    "version": 1
  }
}