Pith Number

pith:ELCU4XF5

pith:2021:ELCU4XF562WNZJ5OJHUIHJOPJH

not attested not anchored not stored refs pending

Multimodal Few-Shot Learning with Frozen Language Models

Felix Hill, Jacob Menick, Maria Tsimpoukelli, Oriol Vinyals, Serkan Cabi, S. M. Ali Eslami

arxiv:2106.13884 v2 · 2021-06-25 · 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{ELCU4XF562WNZJ5OJHUIHJOPJH}

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

3 papers in Pith

Analysis-by-Proxy: Localization Signals in VLMs Operating as Condition Encoders

MM-REACT: Prompting ChatGPT for Multimodal Reasoning and Action

PaliGemma: A versatile 3B VLM for transfer

Receipt and verification

First computed	2026-07-05T02:54:40.593048Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

22c54e5cbdf6acdca7ae49e883a5cf49f07ca56e3010017736ce4371d004ab01

Aliases

arxiv: 2106.13884 · arxiv_version: 2106.13884v2 · doi: 10.48550/arxiv.2106.13884 · pith_short_12: ELCU4XF562WN · pith_short_16: ELCU4XF562WNZJ5O · pith_short_8: ELCU4XF5

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/ELCU4XF562WNZJ5OJHUIHJOPJH \
  | 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: 22c54e5cbdf6acdca7ae49e883a5cf49f07ca56e3010017736ce4371d004ab01

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "44806c2f7fbed3bb9d542fa4dcc8ab03627f10e22035186d0d5aba065ea29f73",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2021-06-25T21:07:09Z",
    "title_canon_sha256": "953a5ecb14c97fc1eac42807e1d98f66d670eaec7744bf3f41fbf0506e6afdd4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.13884",
    "kind": "arxiv",
    "version": 2
  }
}