Pith Number

pith:3FMZOXYO

pith:2024:3FMZOXYOMFQC6QY6A33QJHMINR

not attested not anchored not stored refs pending

Improve Vision Language Model Chain-of-thought Reasoning

Bowen Zhang, Haotian Zhang, Ruohong Zhang, Ruoming Pang, Yanghao Li, Yiming Yang, Yinfei Yang, Zhe Gan, Zhiqing Sun

arxiv:2410.16198 v1 · 2024-10-21 · cs.AI · cs.CV

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\usepackage{pith}
\pithnumber{3FMZOXYOMFQC6QY6A33QJHMINR}

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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

11 papers in Pith

OracleAnalyser: Analysing Implicit Semantics of Oracle Bone Scripts through MLLMs with Post-training

ReasonLight: A Multimodal Foundation Model-Enhanced Reinforcement Learning Framework for Zero-Shot Traffic Signal Control

Contribution Weights: A Geometrical Analysis of Self-Attention Transformers

From Seeing to Thinking: Decoupling Perception and Reasoning Improves Post-Training of Vision-Language Models

Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning

Receipt and verification

First computed	2026-07-05T09:23:31.267436Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d959975f0e61602f431e06f7049d886c66d725e80dff9516c26cbfd765bc49be

Aliases

arxiv: 2410.16198 · arxiv_version: 2410.16198v1 · doi: 10.48550/arxiv.2410.16198 · pith_short_12: 3FMZOXYOMFQC · pith_short_16: 3FMZOXYOMFQC6QY6 · pith_short_8: 3FMZOXYO

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/3FMZOXYOMFQC6QY6A33QJHMINR \
  | 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: d959975f0e61602f431e06f7049d886c66d725e80dff9516c26cbfd765bc49be

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7bf2f467772a1b249a5f4e5803af3859064fba2ce70f3948809d153cc1279e15",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-10-21T17:00:06Z",
    "title_canon_sha256": "d934249d37ddfb92185e410423c844d24530d4628b00cec809d889109cfae1e5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.16198",
    "kind": "arxiv",
    "version": 1
  }
}