Pith Number

pith:LSJXXDE7

pith:2022:LSJXXDE7ECFK5XGWHVGBKKX77Y

not attested not anchored not stored refs pending

Visual Prompt Tuning

Bharath Hariharan, Bor-Chun Chen, Claire Cardie, Luming Tang, Menglin Jia, Serge Belongie, Ser-Nam Lim

arxiv:2203.12119 v2 · 2022-03-23 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LSJXXDE7ECFK5XGWHVGBKKX77Y}

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

5 papers in Pith

Fine-tuning Multi-modal LLMs with ART: Art-based Reinforcement Training

Robust Adaptation of Foundation Models with Black-Box Visual Prompting

Visual prompting reimagined: The power of the Activation Prompts

LLaVA-Video: Video Instruction Tuning With Synthetic Data

Compared to What? Baselines and Metrics for Counterfactual Prompting

Receipt and verification

First computed	2026-07-05T04:42:09.288848Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5c937b8c9f208aaedcd63d4c152afffe219760c4c30f9826392e6fde681ae52b

Aliases

arxiv: 2203.12119 · arxiv_version: 2203.12119v2 · doi: 10.48550/arxiv.2203.12119 · pith_short_12: LSJXXDE7ECFK · pith_short_16: LSJXXDE7ECFK5XGW · pith_short_8: LSJXXDE7

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/LSJXXDE7ECFK5XGWHVGBKKX77Y \
  | 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: 5c937b8c9f208aaedcd63d4c152afffe219760c4c30f9826392e6fde681ae52b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0ae41cf4894456a89e06bf90b408033ae62d99d60ad2fad2afaa4b6124907683",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-03-23T01:17:16Z",
    "title_canon_sha256": "ae358d10a65eabb0ef4312d2baf1f800f3a72a9327ed0b6c281bbccf62edb81b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.12119",
    "kind": "arxiv",
    "version": 2
  }
}