Pith Number

pith:IQGIMFN2

pith:2025:IQGIMFN2WN372YFSB3KPHI72SK

not attested not anchored not stored refs pending

Reinforcing VLMs to Use Tools for Detailed Visual Reasoning Under Resource Constraints

Bowen Zhao, Leo Dirac, Paulina Varshavskaya, Sunil Kumar

arxiv:2506.14821 v3 · 2025-06-10 · cs.LG · cs.AI · 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{IQGIMFN2WN372YFSB3KPHI72SK}

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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

3 papers in Pith

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

Robusto-2: Benchmarking Humans & VLMs for Autonomous Driving in Lima & New York City

Visual Reasoning through Tool-supervised Reinforcement Learning

Receipt and verification

First computed	2026-07-05T11:48:26.770799Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

440c8615bab377fd60b20ed4f3a3fa928c8ae3de34bf15539c03d3a5154387a6

Aliases

arxiv: 2506.14821 · arxiv_version: 2506.14821v3 · doi: 10.48550/arxiv.2506.14821 · pith_short_12: IQGIMFN2WN37 · pith_short_16: IQGIMFN2WN372YFS · pith_short_8: IQGIMFN2

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/IQGIMFN2WN372YFSB3KPHI72SK \
  | 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: 440c8615bab377fd60b20ed4f3a3fa928c8ae3de34bf15539c03d3a5154387a6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d05252881397b6f611c8db3e349b6578698a5fb54deab99a2fab751ba75a1305",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-10T20:11:44Z",
    "title_canon_sha256": "03d84ab0a2d362b345b34d83308e9ba082caf1994ad02db5254a7eddd636def9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.14821",
    "kind": "arxiv",
    "version": 3
  }
}