Pith Number

pith:K2JE7TLP

pith:2026:K2JE7TLPSFJ6J5ZG3HFGED6PDU

not attested not anchored not stored refs pending

Attributes Should Come from Images, Not Class Names: Distribution-Conditioned Attribute Selection for Vision-Language Models

Deepak Pathak, Deva Ramanan, Gautam Rajendrakumar Gare, Jia Shi, John Galeotti, Zhiqiu Lin

arxiv:2607.18695 v1 · 2026-07-21 · cs.CV · cs.AI · cs.LG · eess.IV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{K2JE7TLPSFJ6J5ZG3HFGED6PDU}

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	2026-07-22T01:23:07.149089Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

56924fcd6f9153e4f726d9ca620fcf1d32bceb12ff407f3930740d5577321c27

Aliases

arxiv: 2607.18695 · arxiv_version: 2607.18695v1 · doi: 10.48550/arxiv.2607.18695 · pith_short_12: K2JE7TLPSFJ6 · pith_short_16: K2JE7TLPSFJ6J5ZG · pith_short_8: K2JE7TLP

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/K2JE7TLPSFJ6J5ZG3HFGED6PDU \
  | 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: 56924fcd6f9153e4f726d9ca620fcf1d32bceb12ff407f3930740d5577321c27

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8366c486b78a0374a37b3d913790aaf7a908ff29fd6cd282207e8c0043bc1219",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "eess.IV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-07-21T04:34:24Z",
    "title_canon_sha256": "a564e16f74d77926a08a90dd2865cd2c693e836ead69a5e966d92294a62d0ab9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.18695",
    "kind": "arxiv",
    "version": 1
  }
}