Pith Number

pith:2ZZJXZLH

pith:2024:2ZZJXZLHASTY7R2N5TZATIP5OL

not attested not anchored not stored refs pending

Giving a Hand to Diffusion Models: a Two-Stage Approach to Improving Conditional Human Image Generation

Anton Pelykh, Ozge Mercanoglu Sincan, Richard Bowden

arxiv:2403.10731 v2 · 2024-03-15 · cs.CV · 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{2ZZJXZLHASTY7R2N5TZATIP5OL}

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

Can Diffusion Models Learn Hidden Inter-Feature Rules Behind Images?

Receipt and verification

First computed	2026-07-05T08:13:31.065123Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d6729be56704a78fc74decf209a1fd72e18a3ace2a2d17fb18583461236e114b

Aliases

arxiv: 2403.10731 · arxiv_version: 2403.10731v2 · doi: 10.48550/arxiv.2403.10731 · pith_short_12: 2ZZJXZLHASTY · pith_short_16: 2ZZJXZLHASTY7R2N · pith_short_8: 2ZZJXZLH

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/2ZZJXZLHASTY7R2N5TZATIP5OL \
  | 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: d6729be56704a78fc74decf209a1fd72e18a3ace2a2d17fb18583461236e114b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4ec771f375d3891bf9cc28552a90a10300ea9b49bb2e4f3192214548b868092c",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-03-15T23:31:41Z",
    "title_canon_sha256": "da157339ab3a55272daae174a2cd081fa582e70d34eb739be79f16eb422d8813"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.10731",
    "kind": "arxiv",
    "version": 2
  }
}