Pith Number

pith:MEMFY45K

pith:2024:MEMFY45KTFSUA4CNBCZCCRU23F

not attested not anchored not stored refs pending

Image-of-Thought Prompting for Visual Reasoning Refinement in Multimodal Large Language Models

Panzhong Lu, Qiji Zhou, Ruochen Zhou, Siyang Gao, Yue Zhang, Zike Hu

arxiv:2405.13872 v2 · 2024-05-22 · cs.AI · cs.CL · cs.CV

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\usepackage{pith}
\pithnumber{MEMFY45KTFSUA4CNBCZCCRU23F}

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Record completeness

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2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

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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

16 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

Spectral-Progressive Thought Flow for Lightweight Multimodal Reasoning

VESTA: Visual Exploration with Statistical Tool Agents

Vision-OPD: Learning to See Fine Details for Multimodal LLMs via On-Policy Self-Distillation

Receipt and verification

First computed	2026-07-05T08:24:25.154685Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

61185c73aa996540704d08b221469ad97cf095e7a3d51690f8cefd57adc9daf8

Aliases

arxiv: 2405.13872 · arxiv_version: 2405.13872v2 · doi: 10.48550/arxiv.2405.13872 · pith_short_12: MEMFY45KTFSU · pith_short_16: MEMFY45KTFSUA4CN · pith_short_8: MEMFY45K

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/MEMFY45KTFSUA4CNBCZCCRU23F \
  | 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: 61185c73aa996540704d08b221469ad97cf095e7a3d51690f8cefd57adc9daf8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b0728d79bd9efe81478609971173e96e5fd1233eb926fba3366a1d2c51832d36",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-05-22T17:56:51Z",
    "title_canon_sha256": "e04f6f8b724cfc9dcb26364cb8f1e4f5f9aa74a25c8c504c72c7ef4bb2c896d9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.13872",
    "kind": "arxiv",
    "version": 2
  }
}