Pith Number

pith:LIKIOQT3

pith:2024:LIKIOQT3QCE352OFJ7QN6EBCA5

not attested not anchored not stored refs pending

Visual Agents as Fast and Slow Thinkers

Cheng-Long Wang, Dongfang Liu, Guangyan Sun, Mingyu Jin, Qifan Wang, Siqi Ma, Tong Geng, Ying Nian Wu, Yongfeng Zhang, Zhenting Wang

arxiv:2408.08862 v4 · 2024-08-16 · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LIKIOQT3QCE352OFJ7QN6EBCA5}

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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

9 papers in Pith

V-Zero: Answer-Label-Free On-Policy Distillation with Contrastive Evidence Gating for Fine-Grained Visual Reasoning

DeFacto: Counterfactual Thinking with Images for Enforcing Evidence-Grounded and Faithful Reasoning

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

High-Resolution Visual Reasoning via Multi-Turn Grounding-Based Reinforcement Learning

Receipt and verification

First computed	2026-07-05T10:11:23.126914Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5a1487427b8089bee9c54fe0df1022074d6a3ff3e0875f43e5667648f182895d

Aliases

arxiv: 2408.08862 · arxiv_version: 2408.08862v4 · doi: 10.48550/arxiv.2408.08862 · pith_short_12: LIKIOQT3QCE3 · pith_short_16: LIKIOQT3QCE352OF · pith_short_8: LIKIOQT3

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/LIKIOQT3QCE352OFJ7QN6EBCA5 \
  | 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: 5a1487427b8089bee9c54fe0df1022074d6a3ff3e0875f43e5667648f182895d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4bfbe85725f1014a306eb4b4394fe68b6c8210b49c68b100a282888f3b3f3d5f",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-08-16T17:44:02Z",
    "title_canon_sha256": "218d9205cc4fd74c6f4fafdd46f2f408d8a2b7f2df2e2f0037c09c0a3509f268"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.08862",
    "kind": "arxiv",
    "version": 4
  }
}