Pith Number

pith:5FLTEO3Z

pith:2025:5FLTEO3ZX4KZ5IDM4VRL3MEW56

not attested not anchored not stored refs pending

Introducing Visual Perception Token into Multimodal Large Language Model

Runpeng Yu, Xinchao Wang, Xinyin Ma

arxiv:2502.17425 v1 · 2025-02-24 · cs.CV · 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{5FLTEO3ZX4KZ5IDM4VRL3MEW56}

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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

13 papers in Pith

DeltaV: Thinking with Visual State Updates in Unified Large Multimodal Models

From Structure to Synergy: A Survey of Vision-Language Perception Paradigm Evolution in Multimodal Large Language Models

MathVis-Fine: Aligning Visual Supervision with Necessity via Progressive Dependency-Guided Training for Multimodal Mathematical Reasoning

Latent Noise Mask for Reducing Visual Redundancy in Multimodal Large Language Models

ROVER: Routing Object-Centric Visual Evidence for Grounded Multi-Image Reasoning

Receipt and verification

First computed	2026-07-05T10:19:10.015486Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e957323b79bf159ea06ce562bdb096efa3b5d197bc75499261c2172bdffe0b31

Aliases

arxiv: 2502.17425 · arxiv_version: 2502.17425v1 · doi: 10.48550/arxiv.2502.17425 · pith_short_12: 5FLTEO3ZX4KZ · pith_short_16: 5FLTEO3ZX4KZ5IDM · pith_short_8: 5FLTEO3Z

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/5FLTEO3ZX4KZ5IDM4VRL3MEW56 \
  | 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: e957323b79bf159ea06ce562bdb096efa3b5d197bc75499261c2172bdffe0b31

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "809b237c450bbd36856d4c751c35844716aee8fdb7b7cc618c360c8c4dce6b85",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-02-24T18:56:12Z",
    "title_canon_sha256": "e3a70a66e0cce735e36919810f5ce6afd2f3dba9121c5b0582cdc1125fe1da0b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.17425",
    "kind": "arxiv",
    "version": 1
  }
}