Pith Number

pith:TVTN2SYN

pith:2023:TVTN2SYNWL45527Z53A3UKXBPB

not attested not anchored not stored refs pending

Visual Instruction Tuning towards General-Purpose Multimodal Model: A Survey

Han Qiu, Jiaxing Huang, Jingyi Zhang, Kai Jiang, Shijian Lu

arxiv:2312.16602 v1 · 2023-12-27 · 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{TVTN2SYNWL45527Z53A3UKXBPB}

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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

3 papers in Pith

Visual Compositional Tuning

ASRU: Activation Steering Meets Reinforcement Unlearning for Multimodal Large Language Models

Towards Unconstrained Human-Object Interaction

Receipt and verification

First computed	2026-07-05T07:28:19.718970Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9d66dd4b0db2f9deebf9eec1ba2ae1784fce3d9f104793444ffc15dfc0b01362

Aliases

arxiv: 2312.16602 · arxiv_version: 2312.16602v1 · doi: 10.48550/arxiv.2312.16602 · pith_short_12: TVTN2SYNWL45 · pith_short_16: TVTN2SYNWL45527Z · pith_short_8: TVTN2SYN

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/TVTN2SYNWL45527Z53A3UKXBPB \
  | 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: 9d66dd4b0db2f9deebf9eec1ba2ae1784fce3d9f104793444ffc15dfc0b01362

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "de8f3369ae86b212dc6e26636bc5ee5c0780266cc4ccd7d3632b9dd8b167c2af",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-12-27T14:54:37Z",
    "title_canon_sha256": "3461984ebbff57adb60e8e2d75373324b3cf121943032c2edcd2936aaa257128"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.16602",
    "kind": "arxiv",
    "version": 1
  }
}