Pith Number

pith:YVOGZY6Q

pith:2025:YVOGZY6Q7JZI5S5OTF2SXXYLEA

not attested not anchored not stored refs pending

Point-RFT: Improving Multimodal Reasoning with Visually Grounded Reinforcement Finetuning

Chung-Ching Lin, Kevin Lin, Lijuan Wang, Linjie Li, Minheng Ni, Wangmeng Zuo, Zhengyuan Yang

arxiv:2505.19702 v1 · 2025-05-26 · cs.CV

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YVOGZY6Q7JZI5S5OTF2SXXYLEA}

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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

6 papers in Pith

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CARE: Competence-Aware Reward Shaping for Adaptive Reasoning Length in Video-MLLMs

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From Token to Token Pair: Efficient Prompt Compression for Large Language Models in Clinical Prediction

Receipt and verification

First computed	2026-07-05T11:09:34.780330Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c55c6ce3d0fa728ecbae99752bdf0b20391cc1ace62c55d4b2150a8d1bdc55ef

Aliases

arxiv: 2505.19702 · arxiv_version: 2505.19702v1 · doi: 10.48550/arxiv.2505.19702 · pith_short_12: YVOGZY6Q7JZI · pith_short_16: YVOGZY6Q7JZI5S5O · pith_short_8: YVOGZY6Q

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/YVOGZY6Q7JZI5S5OTF2SXXYLEA \
  | 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: c55c6ce3d0fa728ecbae99752bdf0b20391cc1ace62c55d4b2150a8d1bdc55ef

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "35f5c8d510cec0afbad0c79f4bd80ce0c66e6209a6af2a95800cb929c3e953e4",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-05-26T08:54:14Z",
    "title_canon_sha256": "0200e2a032305331fc3657c3be6bb932dade8d4030a34d71bfc043693a0b56f3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.19702",
    "kind": "arxiv",
    "version": 1
  }
}