Pith Number

pith:4PHA7WA2

pith:2025:4PHA7WA23THA7F44ZV4NOD3BMO

not attested not anchored not stored refs pending

Visual-CoG: Stage-Aware Reinforcement Learning with Chain of Guidance for Text-to-Image Generation

Bo Zheng, Haoxiang Shi, Jun Song, Mingyang Han, Peng Chen, Pi Bu, Runzhou Zhao, Xuan Zhang, Yang Yao, Yaqi Li

arxiv:2508.18032 v2 · 2025-08-25 · 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{4PHA7WA23THA7F44ZV4NOD3BMO}

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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

2 papers in Pith

Latent Action Control for Reasoning-Guided Unified Image Generation

From Broad Exploration to Stable Synthesis: Entropy-Guided Optimization for Autoregressive Image Generation

Receipt and verification

First computed	2026-07-05T11:59:21.648734Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e3ce0fd81adcce0f979ccd78d70f61639f3e4e38c750f6c959f61ea02fc25e31

Aliases

arxiv: 2508.18032 · arxiv_version: 2508.18032v2 · doi: 10.48550/arxiv.2508.18032 · pith_short_12: 4PHA7WA23THA · pith_short_16: 4PHA7WA23THA7F44 · pith_short_8: 4PHA7WA2

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/4PHA7WA23THA7F44ZV4NOD3BMO \
  | 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: e3ce0fd81adcce0f979ccd78d70f61639f3e4e38c750f6c959f61ea02fc25e31

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5311fafd8d63f8abb8c1e20bbc52a4087550978aee521dad44ff68d189ffda08",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-08-25T13:53:02Z",
    "title_canon_sha256": "7f2555c50b030487b041aae6f1f4c4f95e96c1cf5fdb746ad87a57548b300a9b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.18032",
    "kind": "arxiv",
    "version": 2
  }
}