Pith Number

pith:4CHY7GZU

pith:2025:4CHY7GZUSIWFYRSEX5XO6APKHT

not attested not anchored not stored refs pending

Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement

Chengyu Fang, Chunming He, Fengyang Xiao, Sujie Hu, Xiu Li, Yifan Pu, Youwei Pang, Yuqi Shen

arxiv:2506.10712 v1 · 2025-06-12 · 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{4CHY7GZUSIWFYRSEX5XO6APKHT}

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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

Embedding-perturbed Exploration Preference Optimization for Flow Models

RIDE: Retinex-Informed Decoupling for Exposing Concealed Objects

Receipt and verification

First computed	2026-07-05T11:20:28.971049Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e08f8f9b34922c5c4644bf6eef01ea3cc7394349ea51868e8aea2b047ab4fce5

Aliases

arxiv: 2506.10712 · arxiv_version: 2506.10712v1 · doi: 10.48550/arxiv.2506.10712 · pith_short_12: 4CHY7GZUSIWF · pith_short_16: 4CHY7GZUSIWFYRSE · pith_short_8: 4CHY7GZU

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/4CHY7GZUSIWFYRSEX5XO6APKHT \
  | 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: e08f8f9b34922c5c4644bf6eef01ea3cc7394349ea51868e8aea2b047ab4fce5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a606a7042673bd9c137a2b71bf67f05a82dd4d06b9af255d938740301ef2e67f",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-06-12T14:02:18Z",
    "title_canon_sha256": "2dd38bad2d8920c94a379bf7a065198a88d479078079c3c3d52be34b34ff67ec"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.10712",
    "kind": "arxiv",
    "version": 1
  }
}