Pith Number

pith:RK65EMHD

pith:2025:RK65EMHD6XRKNHENK2NOX2TR2W

not attested not anchored not stored refs pending

VLM-R$^3$: Region Recognition, Reasoning, and Refinement for Enhanced Multimodal Chain-of-Thought

Chaoya Jiang, Fei Huang, Haiyang Xu, Han Yang, Ji Zhang, Ming Yan, Shikun Zhang, Wei Ye, Yongrui Heng

arxiv:2505.16192 v2 · 2025-05-22 · cs.CV · cs.AI

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\usepackage{pith}
\pithnumber{RK65EMHD6XRKNHENK2NOX2TR2W}

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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

14 papers in Pith

Position Rebinding Cache Reuse: Replay-Free Visual Revisiting for Interleaved Multimodal Reasoning

How LLMs See Creativity: Zero-Shot Scoring of Visual Creativity with Interpretable Reasoning

PhyDetEx: Detecting and Explaining the Physical Plausibility of T2V Models

OmniDrive-R1: Reinforcement-driven Interleaved Multi-modal Chain-of-Thought for Trustworthy Vision-Language Autonomous Driving

Receipt and verification

First computed	2026-07-05T11:12:32.569598Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8abdd230e3f5e2a69c8d569aebea71d5a1c6b9c2bbe2586b5167926d28347867

Aliases

arxiv: 2505.16192 · arxiv_version: 2505.16192v2 · doi: 10.48550/arxiv.2505.16192 · pith_short_12: RK65EMHD6XRK · pith_short_16: RK65EMHD6XRKNHEN · pith_short_8: RK65EMHD

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/RK65EMHD6XRKNHENK2NOX2TR2W \
  | 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: 8abdd230e3f5e2a69c8d569aebea71d5a1c6b9c2bbe2586b5167926d28347867

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9ed53f7a30de6845f4ab34a6197fbccd8038b300a2fe3f5048a1fe798085287b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-05-22T03:50:13Z",
    "title_canon_sha256": "93f35dd3a415589f4f2433ec53865e7837195f1a5b50850d0daefb585a637fe9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.16192",
    "kind": "arxiv",
    "version": 2
  }
}