Pith Number

pith:DGT2HH2I

pith:2019:DGT2HH2IGFTBSHO7UO67NY3C3Z

not attested not anchored not stored refs pending

D-GAN: Deep Generative Adversarial Nets for Spatio-Temporal Prediction

Divya Saxena, Jiannong Cao

arxiv:1907.08556 v3 · 2019-07-19 · 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{DGT2HH2IGFTBSHO7UO67NY3C3Z}

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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

Likelihood-Free Estimation for Spatiotemporal Hawkes processes with missing data and application to predictive policing

Receipt and verification

First computed	2026-07-05T02:44:14.407666Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

19a7a39f483166191ddfa3bdf6e362de5f9fcd5e2847f131b2ee86bdca18dac9

Aliases

arxiv: 1907.08556 · arxiv_version: 1907.08556v3 · doi: 10.48550/arxiv.1907.08556 · pith_short_12: DGT2HH2IGFTB · pith_short_16: DGT2HH2IGFTBSHO7 · pith_short_8: DGT2HH2I

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/DGT2HH2IGFTBSHO7UO67NY3C3Z \
  | 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: 19a7a39f483166191ddfa3bdf6e362de5f9fcd5e2847f131b2ee86bdca18dac9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bf6e8ae0b35133a9c14591b1155f528b3a84ffd781621400208e2a6996420cfa",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-07-19T15:54:54Z",
    "title_canon_sha256": "4b1e2925ab1596def7e64639a5661d16075ef734eea027600709301aa1f77b5c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1907.08556",
    "kind": "arxiv",
    "version": 3
  }
}