Pith Number

pith:O2ZP4L2H

pith:2024:O2ZP4L2HYLDWRHOXGOMUHBGCW2

not attested not anchored not stored refs pending

Advancing Fine-Grained Visual Understanding with Multi-Scale Alignment in Multi-Modal Models

Botian Jiang, Hang Song, Linfeng Li, Li Xiao, Pengyu Wang, Qi Xu, Wei Wang, Xingcan Hu, Yiqing Cai, Zhaowei Li

arxiv:2411.09691 v1 · 2024-11-14 · cs.CV

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{O2ZP4L2HYLDWRHOXGOMUHBGCW2}

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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

1 paper in Pith

Improving the Reasoning of Multi-Image Grounding in MLLMs via Reinforcement Learning

Receipt and verification

First computed	2026-07-05T09:35:30.888688Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

76b2fe2f47c2c7689dd733994384c2b6b56d7b71f95ecd83cf8a4cc3996daf12

Aliases

arxiv: 2411.09691 · arxiv_version: 2411.09691v1 · doi: 10.48550/arxiv.2411.09691 · pith_short_12: O2ZP4L2HYLDW · pith_short_16: O2ZP4L2HYLDWRHOX · pith_short_8: O2ZP4L2H

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/O2ZP4L2HYLDWRHOXGOMUHBGCW2 \
  | 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: 76b2fe2f47c2c7689dd733994384c2b6b56d7b71f95ecd83cf8a4cc3996daf12

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "23d018d4d9dd1a17e8b9dd70c0a1c7038ab7d9a6ec409eca85d13c5dce06ede9",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-11-14T18:57:07Z",
    "title_canon_sha256": "4bd3b10f78e3e68c5c4226f460d47c50720a19521ef68df16b6156ca1587862e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.09691",
    "kind": "arxiv",
    "version": 1
  }
}