Pith Number

pith:QVH4VBR5

pith:2024:QVH4VBR5RMJX223ZM3DMAQC6YU

not attested not anchored not stored refs pending

A Sober Look at the Robustness of CLIPs to Spurious Features

Bo Han, Ludwig Schmidt, Qizhou Wang, Tong Zhang, Yong Lin, Yongqiang Chen

arxiv:2403.11497 v2 · 2024-03-18 · cs.CV · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QVH4VBR5RMJX223ZM3DMAQC6YU}

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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

Unsupervised Causal Abstractions Discovery

Receipt and verification

First computed	2026-07-05T09:30:10.986074Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

854fca863d8b137d6b7966c6c0405ec50e78a13c288d451623ea3436b2ded182

Aliases

arxiv: 2403.11497 · arxiv_version: 2403.11497v2 · doi: 10.48550/arxiv.2403.11497 · pith_short_12: QVH4VBR5RMJX · pith_short_16: QVH4VBR5RMJX223Z · pith_short_8: QVH4VBR5

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/QVH4VBR5RMJX223ZM3DMAQC6YU \
  | 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: 854fca863d8b137d6b7966c6c0405ec50e78a13c288d451623ea3436b2ded182

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4b9afc8826d6bdc571bce1facc1f042e1212ee40aecf856de738dca86fe3f5e2",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-03-18T06:04:02Z",
    "title_canon_sha256": "27990f729fb12fb4fc734d923bca3257ea428e83441c90e5c29e1bffda0ad342"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.11497",
    "kind": "arxiv",
    "version": 2
  }
}