Pith Number

pith:J5HMXKZD

pith:2022:J5HMXKZDEFDMSAGCSMTYKVWUIU

not attested not anchored not stored refs pending

MAPL: Parameter-Efficient Adaptation of Unimodal Pre-Trained Models for Vision-Language Few-Shot Prompting

Aida Nematzadeh, Aishwarya Agrawal, Oscar Ma\~nas, Pau Rodriguez, Saba Ahmadi, Yash Goyal

arxiv:2210.07179 v2 · 2022-10-13 · cs.CV · cs.AI · 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{J5HMXKZDEFDMSAGCSMTYKVWUIU}

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

ECA: Efficient Continual Alignment for Open-Ended Image-to-Text Generation

Receipt and verification

First computed	2026-07-05T05:51:27.620366Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4f4ecbab232146c900c293278556d4450a8f57515656ac1db1e361b4ce4ddaa4

Aliases

arxiv: 2210.07179 · arxiv_version: 2210.07179v2 · doi: 10.48550/arxiv.2210.07179 · pith_short_12: J5HMXKZDEFDM · pith_short_16: J5HMXKZDEFDMSAGC · pith_short_8: J5HMXKZD

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/J5HMXKZDEFDMSAGCSMTYKVWUIU \
  | 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: 4f4ecbab232146c900c293278556d4450a8f57515656ac1db1e361b4ce4ddaa4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5a4a404f5637005467db44feee9e28262da14bb4253a4c7ddbb7d014c3520b3d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-10-13T17:02:23Z",
    "title_canon_sha256": "ba4de3b6c2f059032dfd7a210c7edc8aae121bd7761d2abaa88d0539f0209847"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.07179",
    "kind": "arxiv",
    "version": 2
  }
}