Pith Number

pith:ZUB5MBFD

pith:2025:ZUB5MBFDPU6PO2LBEVQAPTN6IZ

not attested not anchored not stored refs pending

GRPO-CARE: Consistency-Aware Reinforcement Learning for Multimodal Reasoning

Junhao Cheng, Rui Wang, Xihui Liu, Yi Chen, Ying Shan, Yixiao Ge, Yuying Ge

arxiv:2506.16141 v1 · 2025-06-19 · cs.CV · cs.AI · cs.CL · cs.LG

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\usepackage{pith}
\pithnumber{ZUB5MBFDPU6PO2LBEVQAPTN6IZ}

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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

9 papers in Pith

ThinkDeception: A Progressive Reinforcement Learning Framework for Interpretable Multimodal Deception Detection

VLMs are Good Teachers for Video Reasoning via Adaptive Test-Time Optimization

Before Thinking, Learn to Decide: Proactive Routing for Efficient Visual Reasoning

VLMs are Good Teachers for Video Reasoning via Adaptive Test-Time Optimization

Touch-R1: Reinforcing Touch Reasoning in MLLMs

Receipt and verification

First computed	2026-07-05T11:24:31.227364Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cd03d604a37d3cf76961256007cdbe466445cb13559d1b48b242b016468bc381

Aliases

arxiv: 2506.16141 · arxiv_version: 2506.16141v1 · doi: 10.48550/arxiv.2506.16141 · pith_short_12: ZUB5MBFDPU6P · pith_short_16: ZUB5MBFDPU6PO2LB · pith_short_8: ZUB5MBFD

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/ZUB5MBFDPU6PO2LBEVQAPTN6IZ \
  | 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: cd03d604a37d3cf76961256007cdbe466445cb13559d1b48b242b016468bc381

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b18b42bb2c7a0fc956d76164ba64265c4b8d8d1f5417f052ee3e964acfc0d217",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-06-19T08:49:13Z",
    "title_canon_sha256": "28bf2299871481a0ff95dbfd1bfc7d220c22496167e1d08cd2f1234cf4c503a2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.16141",
    "kind": "arxiv",
    "version": 1
  }
}