Pith Number

pith:SJOT27JV

pith:2022:SJOT27JVPIO4KSPN5ZGPCO7WX6

not attested not anchored not stored refs pending

Less Is More: Linear Layers on CLIP Features as Powerful VizWiz Model

Fabian Deuser, Konrad Habel, Norbert Oswald, Philipp J. R\"osch

arxiv:2206.05281 v1 · 2022-06-10 · cs.CV · cs.CL · 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{SJOT27JVPIO4KSPN5ZGPCO7WX6}

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	2026-07-05T04:30:57.848583Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

925d3d7d357a1dc549edee4cf13bf6bf8ecf73b2757d57b5de2ee840419dfdb2

Aliases

arxiv: 2206.05281 · arxiv_version: 2206.05281v1 · doi: 10.48550/arxiv.2206.05281 · pith_short_12: SJOT27JVPIO4 · pith_short_16: SJOT27JVPIO4KSPN · pith_short_8: SJOT27JV

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/SJOT27JVPIO4KSPN5ZGPCO7WX6 \
  | 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: 925d3d7d357a1dc549edee4cf13bf6bf8ecf73b2757d57b5de2ee840419dfdb2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1245f18cb2885d7ca67389574ffde1cf44f80bace76729d0c2b230ddf5fdf6c6",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-06-10T07:03:52Z",
    "title_canon_sha256": "7cab845b9dc03937601fd4a56af2b636ff305391b7f290e54a108a2b1c456a1d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.05281",
    "kind": "arxiv",
    "version": 1
  }
}