Pith Number

pith:KT77VXKD

pith:2025:KT77VXKDPWBL4WL6IZHGHKYPW7

not attested not anchored not stored refs pending

M$^2$IV: Towards Efficient and Fine-grained Multimodal In-Context Learning via Representation Engineering

Hongyang He, Qisen Cheng, Ruixiang Tang, Tianyang Wang, Xiang Fu, Xi Xiao, Yanshu Li, Yi Cao

arxiv:2504.04633 v3 · 2025-04-06 · cs.CV · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KT77VXKDPWBL4WL6IZHGHKYPW7}

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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

2 papers in Pith

ActorMind: Emulating Human Actor Reasoning for Speech Role-Playing

Enhancing Multimodal In-Context Learning via Inductive-Deductive Reasoning

Receipt and verification

First computed	2026-07-05T11:59:12.742351Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

54fffadd437d82be597e464e63ab0fb7d79861743e2ee28834492a00f04e9546

Aliases

arxiv: 2504.04633 · arxiv_version: 2504.04633v3 · doi: 10.48550/arxiv.2504.04633 · pith_short_12: KT77VXKDPWBL · pith_short_16: KT77VXKDPWBL4WL6 · pith_short_8: KT77VXKD

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/KT77VXKDPWBL4WL6IZHGHKYPW7 \
  | 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: 54fffadd437d82be597e464e63ab0fb7d79861743e2ee28834492a00f04e9546

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e0c37b7be6755e27983ee81192ce1e6fa317d91b88d8ea018849f66ed16d75a7",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-04-06T22:02:21Z",
    "title_canon_sha256": "88a1c695cb079b8af9f8b572064e6215a6aa39da693c7cf71d20b754219a301e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.04633",
    "kind": "arxiv",
    "version": 3
  }
}