Pith Number

pith:TQMR47DM

pith:2025:TQMR47DMULMJOV577UAKUYZ3GW

not attested not anchored not stored refs pending

MiCo: Multi-image Contrast for Reinforcement Visual Reasoning

Hengshuang Zhao, Mingkang Zhu, Shaoteng Liu, Xiang Bai, Xiaogang Xu, Xiaoyang Wu, Xi Chen, Yu Liu

arxiv:2506.22434 v1 · 2025-06-27 · cs.CV

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\usepackage{pith}
\pithnumber{TQMR47DMULMJOV577UAKUYZ3GW}

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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

4 papers in Pith

From Structure to Synergy: A Survey of Vision-Language Perception Paradigm Evolution in Multimodal Large Language Models

DataClaw0: Agentic Tailoring Multimodal Data from Raw Streams

RSICCLLM: A Multimodal Large Language Model for Remote Sensing Image Change Captioning

CGC: Compositional Grounded Contrast for Fine-Grained Multi-Image Understanding

Receipt and verification

First computed	2026-07-05T11:28:27.449911Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9c191e7c6ca2d89757bffd00aa633b35a07e9701d6536cc6e370e9a58a2dc9f8

Aliases

arxiv: 2506.22434 · arxiv_version: 2506.22434v1 · doi: 10.48550/arxiv.2506.22434 · pith_short_12: TQMR47DMULMJ · pith_short_16: TQMR47DMULMJOV57 · pith_short_8: TQMR47DM

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/TQMR47DMULMJOV577UAKUYZ3GW \
  | 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: 9c191e7c6ca2d89757bffd00aa633b35a07e9701d6536cc6e370e9a58a2dc9f8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "44cfa1a9f2c3a37a2ffb7c3329bffbbef51d7b427d83641ca3a0d8fac38e7212",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-06-27T17:59:27Z",
    "title_canon_sha256": "828b0a93516a4615aef040894aeb6e720723e720190ce13aa22f2c8b50fa4a1c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.22434",
    "kind": "arxiv",
    "version": 1
  }
}