Pith Number

pith:JPUARB3F

pith:2025:JPUARB3F5ZTZYPCCNM5HTOGHSN

not attested not anchored not stored refs pending

Learning to Inference Adaptively for Multimodal Large Language Models

Khoi Duc Nguyen, Preeti Mukherjee, Saurabh Bagchi, Somali Chaterji, Yingyu Liang, Yin Li, Zhuoyan Xu

arxiv:2503.10905 v3 · 2025-03-13 · cs.AI · cs.CV · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JPUARB3F5ZTZYPCCNM5HTOGHSN}

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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

PixelThink: Towards Efficient Chain-of-Pixel Reasoning

Receipt and verification

First computed	2026-07-05T11:49:08.192672Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4be8088765ee679c3c426b3a79b8c7936dae3cca4a856c72214dc1f09fa44984

Aliases

arxiv: 2503.10905 · arxiv_version: 2503.10905v3 · doi: 10.48550/arxiv.2503.10905 · pith_short_12: JPUARB3F5ZTZ · pith_short_16: JPUARB3F5ZTZYPCC · pith_short_8: JPUARB3F

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/JPUARB3F5ZTZYPCCNM5HTOGHSN \
  | 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: 4be8088765ee679c3c426b3a79b8c7936dae3cca4a856c72214dc1f09fa44984

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c487b020e9aceb1d794b720ae6316a40fc3bd34339bd873628d7d53d7b0b782c",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-03-13T21:39:38Z",
    "title_canon_sha256": "23eb121f329ca3c4299aa00dfbd7c9a333cd3c8418c2dc261b68d529bec4735e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.10905",
    "kind": "arxiv",
    "version": 3
  }
}