Pith Number

pith:AFURICIK

pith:2025:AFURICIKY5WHKJFRFROELDVVUZ

not attested not anchored not stored refs pending

VisRL: Intention-Driven Visual Perception via Reinforced Reasoning

Dongsheng Li, Xufang Luo, Zhangquan Chen

arxiv:2503.07523 v2 · 2025-03-10 · 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{AFURICIKY5WHKJFRFROELDVVUZ}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

11 papers in Pith

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

SingGuard: A Policy-Adaptive Multimodal LLM Guardrail with Dynamic Reasoning

A Survey of Reinforcement Learning for Large Reasoning Models

CropVLM: Learning to Zoom for Fine-Grained Vision-Language Perception

Receipt and verification

First computed	2026-07-05T10:42:15.594194Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

016914090ac76c7524b12c5c458eb5a678939811a8650910948d460ea5edc707

Aliases

arxiv: 2503.07523 · arxiv_version: 2503.07523v2 · doi: 10.48550/arxiv.2503.07523 · pith_short_12: AFURICIKY5WH · pith_short_16: AFURICIKY5WHKJFR · pith_short_8: AFURICIK

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/AFURICIKY5WHKJFRFROELDVVUZ \
  | 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: 016914090ac76c7524b12c5c458eb5a678939811a8650910948d460ea5edc707

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "861c55359fb42db4fda91b5edaf9d6ddb454e08a9896c8059980f98f7648ff8b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-03-10T16:49:35Z",
    "title_canon_sha256": "3c259dc7eea252bce1bc596c7e07886980fb2ff94f7e9ed2beee8225e76d881e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.07523",
    "kind": "arxiv",
    "version": 2
  }
}