Pith Number

pith:JVBFSJE7

pith:2024:JVBFSJE7CIL7FEK7CGNPXE2PB2

not attested not anchored not stored refs pending

Facing the Elephant in the Room: Visual Prompt Tuning or Full Finetuning?

Cheng Han, Dongfang Liu, Lifu Huang, Qifan Wang, Siyuan Qi, Wenguan Wang, Yiming Cui

arxiv:2401.12902 v1 · 2024-01-23 · 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{JVBFSJE7CIL7FEK7CGNPXE2PB2}

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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

Task-Aware Structured Memory for Dynamic Multi-modal In-Context Learning

Receipt and verification

First computed	2026-07-05T07:36:45.409845Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4d4259249f1217f2915f119afb934f0ebf885164571fe2fd655e2c2f52d021a9

Aliases

arxiv: 2401.12902 · arxiv_version: 2401.12902v1 · doi: 10.48550/arxiv.2401.12902 · pith_short_12: JVBFSJE7CIL7 · pith_short_16: JVBFSJE7CIL7FEK7 · pith_short_8: JVBFSJE7

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/JVBFSJE7CIL7FEK7CGNPXE2PB2 \
  | 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: 4d4259249f1217f2915f119afb934f0ebf885164571fe2fd655e2c2f52d021a9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dda8231e561f0a3f72763ad97e8857d140df17a1baf2a4adc29d667a29399e24",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-01-23T16:48:18Z",
    "title_canon_sha256": "1a7884eaa01724b87927e16f68b4e6e71da250c5576f4bc71b8331c550b68d8c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.12902",
    "kind": "arxiv",
    "version": 1
  }
}