Pith Number

pith:NPUJ5WYE

pith:2024:NPUJ5WYE3ABCTZRSVWELEXWGKE

not attested not anchored not stored refs pending

Detection-Driven Object Count Optimization for Text-to-Image Diffusion Models

Idan Schwartz, Lior Wolf, Oz Zafar, Yuval Cohen

arxiv:2408.11721 v2 · 2024-08-21 · cs.CV · cs.AI · cs.GR · 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{NPUJ5WYE3ABCTZRSVWELEXWGKE}

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

1 paper in Pith

CARINOX: Inference-time Scaling with Category-Aware Reward-based Initial Noise Optimization and Exploration

Receipt and verification

First computed	2026-07-05T11:16:29.100443Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6be89edb04d80229e632ad88b25ec651054b617257989ff6315d5624f84d2f29

Aliases

arxiv: 2408.11721 · arxiv_version: 2408.11721v2 · doi: 10.48550/arxiv.2408.11721 · pith_short_12: NPUJ5WYE3ABC · pith_short_16: NPUJ5WYE3ABCTZRS · pith_short_8: NPUJ5WYE

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/NPUJ5WYE3ABCTZRSVWELEXWGKE \
  | 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: 6be89edb04d80229e632ad88b25ec651054b617257989ff6315d5624f84d2f29

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bb8eb460db011583cc196087e71edbf437d549a5757cb11af4096c1ae609f178",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.GR",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-08-21T15:51:46Z",
    "title_canon_sha256": "6fe6ef00bf9aca6db21e1c6e9527a9d6db59e94c7d4e907e2b7c2b90463efe14"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.11721",
    "kind": "arxiv",
    "version": 2
  }
}