Pith Number

pith:G2B7EK2J

pith:2019:G2B7EK2JAM5ALPV434QWSP5EMO

not attested not anchored not stored refs pending

MaCow: Masked Convolutional Generative Flow

Eduard Hovy, Shanghang Zhang, Xiang Kong, Xuezhe Ma

arxiv:1902.04208 v5 · 2019-02-12 · cs.LG · cs.AI · cs.CV · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{G2B7EK2JAM5ALPV434QWSP5EMO}

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

FlowSeq: Non-Autoregressive Conditional Sequence Generation with Generative Flow

Receipt and verification

First computed	2026-07-05T00:15:02.845442Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3683f22b49033a05bebcdf21693fa463a50ea671f48adc969f3e65016b82e13e

Aliases

arxiv: 1902.04208 · arxiv_version: 1902.04208v5 · doi: 10.48550/arxiv.1902.04208 · pith_short_12: G2B7EK2JAM5A · pith_short_16: G2B7EK2JAM5ALPV4 · pith_short_8: G2B7EK2J

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/G2B7EK2JAM5ALPV434QWSP5EMO \
  | 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: 3683f22b49033a05bebcdf21693fa463a50ea671f48adc969f3e65016b82e13e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "42ea13c59cf4b16eec68b51bd17d43029d89acc3a0cf912796f4f2cd446ace12",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-02-12T01:31:06Z",
    "title_canon_sha256": "85830d8a7475dffa4141da3ff5460cba1034f64a277ca210d2ddd597480aad96"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1902.04208",
    "kind": "arxiv",
    "version": 5
  }
}