Pith Number

pith:ZO3RBTBD

pith:2024:ZO3RBTBDBZSUIBVHUE62XMJWP6

not attested not anchored not stored refs pending

From Noise to Nuance: Advances in Deep Generative Image Models

Benji Peng, Chia Xin Liang, Keyu Chen, Ming Liu, Pohsun Feng, Tianyang Wang, Xinyuan Song, Yichao Zhang, Ziqian Bi

arxiv:2412.09656 v1 · 2024-12-12 · cs.CV · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZO3RBTBDBZSUIBVHUE62XMJWP6}

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

ProHiFlo: Hierarchical Flow Matching with Functional Guidance for De Novo Protein Generation

Receipt and verification

First computed	2026-07-05T09:48:39.712305Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cbb710cc230e654406a7a13dabb1367f979e17a15cdf051373db7997698f48c3

Aliases

arxiv: 2412.09656 · arxiv_version: 2412.09656v1 · doi: 10.48550/arxiv.2412.09656 · pith_short_12: ZO3RBTBDBZSU · pith_short_16: ZO3RBTBDBZSUIBVH · pith_short_8: ZO3RBTBD

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/ZO3RBTBDBZSUIBVHUE62XMJWP6 \
  | 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: cbb710cc230e654406a7a13dabb1367f979e17a15cdf051373db7997698f48c3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d7ce93d45dacdc624ca239b1dfa982192ae59f352a3353532f525d4dbc07b109",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-12T02:09:04Z",
    "title_canon_sha256": "b8c8eb1ef4e42f1cca0fd50d7007488789aaa2931ce302115b081b8c42dcd799"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.09656",
    "kind": "arxiv",
    "version": 1
  }
}