Pith Number

pith:NKJER7FM

pith:2017:NKJER7FMZJWYR264USKD3SHVIN

not attested not anchored not stored refs pending

Improving image generative models with human interactions

Andrew Kyle Lampinen, David So, Douglas Eck, Fred Bertsch

arxiv:1709.10459 v1 · 2017-09-29 · cs.CV · cs.LG · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NKJER7FMZJWYR264USKD3SHVIN}

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.

Receipt and verification

First computed	2026-05-18T00:34:01.056139Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6a9248fcacca6d88ebdca4943dc8f54361f91e0c31795b7b883fb95552e2be54

Aliases

arxiv: 1709.10459 · arxiv_version: 1709.10459v1 · doi: 10.48550/arxiv.1709.10459 · pith_short_12: NKJER7FMZJWY · pith_short_16: NKJER7FMZJWYR264 · pith_short_8: NKJER7FM

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/NKJER7FMZJWYR264USKD3SHVIN \
  | 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: 6a9248fcacca6d88ebdca4943dc8f54361f91e0c31795b7b883fb95552e2be54

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5b1094a67de299d21e2c56096ec93ea32ed56de7a9b6ee59974fd288636c2bd3",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2017-09-29T15:38:42Z",
    "title_canon_sha256": "dd8753f51bb7fe09d409c7455b4331f09a2d9b4edd9482984b6f088c7cc42b94"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1709.10459",
    "kind": "arxiv",
    "version": 1
  }
}