Pith Number

pith:O5U6WR22

pith:2025:O5U6WR22GCOGXXZLHTIOPUTMR4

not attested not anchored not stored refs pending

The Scalability of Simplicity: Empirical Analysis of Vision-Language Learning with a Single Transformer

Haochen Wang, Jiacong Wang, Jiashi Feng, Jun Hao Liew, Weixian Lei, Xiangtai Li, Zilong Huang

arxiv:2504.10462 v1 · 2025-04-14 · cs.CV

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{O5U6WR22GCOGXXZLHTIOPUTMR4}

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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

5 papers in Pith

From Pixels to Words -- Towards Native One-Vision Models at Scale

Circle-RoPE: Cone-like Decoupled Rotary Positional Embedding for Large Vision-Language Models

Are Tools Always Beneficial? Learning to Invoke Tools Adaptively for Dual-Mode Multimodal LLM Reasoning

VGR: Visual Grounded Reasoning

Learning to See What You Need: Gaze Attention for Multimodal Large Language Models

Receipt and verification

First computed	2026-07-05T10:49:00.866717Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7769eb475a309c6bdf2b3cd0e7d26c8f087508e2812c7c56742264e85a109b77

Aliases

arxiv: 2504.10462 · arxiv_version: 2504.10462v1 · doi: 10.48550/arxiv.2504.10462 · pith_short_12: O5U6WR22GCOG · pith_short_16: O5U6WR22GCOGXXZL · pith_short_8: O5U6WR22

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/O5U6WR22GCOGXXZLHTIOPUTMR4 \
  | 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: 7769eb475a309c6bdf2b3cd0e7d26c8f087508e2812c7c56742264e85a109b77

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "255859b11957126f10750d6b5974b419f7b48c949c5b978b935bee55428759be",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-04-14T17:50:20Z",
    "title_canon_sha256": "30adc8979bed256356a6b86c926dd1c3c7ade2ce12dd99f6e610020eb8e6974a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.10462",
    "kind": "arxiv",
    "version": 1
  }
}