Pith Number

pith:MVECXLP2

pith:2019:MVECXLP2HCL7ORHYJPYXSJDJYF

not attested not anchored not stored refs pending

Inverting Deep Generative models, One layer at a time

Ajil Jalal, Alexandros G. Dimakis, Inderjit S. Dhillon, Qi Lei

arxiv:1906.07437 v2 · 2019-06-18 · cs.LG · 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{MVECXLP2HCL7ORHYJPYXSJDJYF}

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	2026-05-17T23:42:57.947483Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

65482badfa3897f744f84bf1792469c164d44253298f7c367df662b393673b0c

Aliases

arxiv: 1906.07437 · arxiv_version: 1906.07437v2 · doi: 10.48550/arxiv.1906.07437 · pith_short_12: MVECXLP2HCL7 · pith_short_16: MVECXLP2HCL7ORHY · pith_short_8: MVECXLP2

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/MVECXLP2HCL7ORHYJPYXSJDJYF \
  | 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: 65482badfa3897f744f84bf1792469c164d44253298f7c367df662b393673b0c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2a254b7fab5f93b810bedad13663130c207dc89570fb30115f527e69f0b44d30",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-06-18T08:20:34Z",
    "title_canon_sha256": "73d3d71ba3386e4a11815b5ec845b249bb96d1aa5ee36261f857c491d16de3bf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.07437",
    "kind": "arxiv",
    "version": 2
  }
}