Pith Number

pith:4RMMTDPL

pith:2025:4RMMTDPLP2HUXUKBA223CB4AMZ

not attested not anchored not stored refs pending

Grounded Reinforcement Learning for Visual Reasoning

Aviral Kumar, Ayush Jain, Gabriel Sarch, Katerina Fragkiadaki, Michael J. Tarr, Naitik Khandelwal, Snigdha Saha

arxiv:2505.23678 v3 · 2025-05-29 · cs.CV

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\usepackage{pith}
\pithnumber{4RMMTDPLP2HUXUKBA223CB4AMZ}

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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

12 papers in Pith

AtlasVA: Self-Evolving Visual Skill Memory for Teacher-Free VLM Agents

Towards Camera-Robust 3D Localization: Equation-Anchored Tool-Use for MLLMs

Chain-of-Glimpse: Search-Guided Progressive Object-Grounded Reasoning for Video Understanding

DRS-GUI: Dynamic Region Search for Training-Free GUI Grounding

Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning

Receipt and verification

First computed	2026-05-20T00:01:34.061098Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e458c98deb7e8f4bd14106b5b10780667ed8f2e9f5b9668fa1f0368fec62d164

Aliases

arxiv: 2505.23678 · arxiv_version: 2505.23678v3 · doi: 10.48550/arxiv.2505.23678 · pith_short_12: 4RMMTDPLP2HU · pith_short_16: 4RMMTDPLP2HUXUKB · pith_short_8: 4RMMTDPL

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/4RMMTDPLP2HUXUKBA223CB4AMZ \
  | 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: e458c98deb7e8f4bd14106b5b10780667ed8f2e9f5b9668fa1f0368fec62d164

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "42e722d90a276cd68567a1bbef03a739c5d5cc0c04158056d5b4d03e9758c90a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-05-29T17:20:26Z",
    "title_canon_sha256": "2325a750a619f2bf4918b0015036d01ea081a11617f88218dd52a918c36ecfb5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.23678",
    "kind": "arxiv",
    "version": 3
  }
}