Pith Number

pith:K4HYQCHN

pith:2025:K4HYQCHNGMLWQUDH66CU77IHRV

not attested not anchored not stored refs pending

MARS: a Multimodal Alignment and Ranking System for Few-Shot Segmentation

Matteo Matteucci, Nico Catalano, Paolo Pertino, Stefano Samele

arxiv:2504.07942 v2 · 2025-04-10 · 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{K4HYQCHNGMLWQUDH66CU77IHRV}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

Enhancing LLMs' Reasoning-Intensive Multimedia Search Capabilities through Fine-Tuning and Reinforcement Learning

Receipt and verification

First computed	2026-07-05T11:40:33.899255Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

570f8808ed3317685067f7854ffd078d64f7cde8bc3b65843bde634fc985badd

Aliases

arxiv: 2504.07942 · arxiv_version: 2504.07942v2 · doi: 10.48550/arxiv.2504.07942 · pith_short_12: K4HYQCHNGMLW · pith_short_16: K4HYQCHNGMLWQUDH · pith_short_8: K4HYQCHN

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/K4HYQCHNGMLWQUDH66CU77IHRV \
  | 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: 570f8808ed3317685067f7854ffd078d64f7cde8bc3b65843bde634fc985badd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2514d323f8932c8c4a4a1623b814fc6df43309e2445ffb5cacd1375061c91e01",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-04-10T17:53:23Z",
    "title_canon_sha256": "5ca8bced92fb0895c22cf45bc2cf7eaeb8ffe39e48d9d65761794c581121e362"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.07942",
    "kind": "arxiv",
    "version": 2
  }
}