Pith Number

pith:HNTSXAOI

pith:2017:HNTSXAOIMVLJ3BXJ4PR2XHNXHE

not attested not anchored not stored refs pending

Multimodal Prediction and Personalization of Photo Edits with Deep Generative Models

Ardavan Saeedi, Asma Ghandeharioun, Matthew D. Hoffman, Matthew J. Johnson, Ryan P. Adams, Stephen J. DiVerdi

arxiv:1704.04997 v1 · 2017-04-17 · stat.ML · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HNTSXAOIMVLJ3BXJ4PR2XHNXHE}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more

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.

Receipt and verification

First computed	2026-05-18T00:46:17.281948Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3b672b81c865569d86e9e3e3ab9db739154530a6009a911557e7bc187217ed79

Aliases

arxiv: 1704.04997 · arxiv_version: 1704.04997v1 · doi: 10.48550/arxiv.1704.04997 · pith_short_12: HNTSXAOIMVLJ · pith_short_16: HNTSXAOIMVLJ3BXJ · pith_short_8: HNTSXAOI

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/HNTSXAOIMVLJ3BXJ4PR2XHNXHE \
  | 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: 3b672b81c865569d86e9e3e3ab9db739154530a6009a911557e7bc187217ed79

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a6dbf764e83c24e50e14c74b5c9f2caac81abd5f8a6d2bf4008178900499537c",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2017-04-17T15:15:12Z",
    "title_canon_sha256": "97fd27cc274bda337e984c0a5a7e45e1019cc114d4f0dc9939f918f21a8d5284"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1704.04997",
    "kind": "arxiv",
    "version": 1
  }
}