Pith Number

pith:Z6GRZY2R

pith:2014:Z6GRZY2R26DV35J5ALHBBHS54Q

not attested not anchored not stored refs pending

Stochastic Backpropagation and Approximate Inference in Deep Generative Models

Daan Wierstra, Danilo Jimenez Rezende, Shakir Mohamed

arxiv:1401.4082 v3 · 2014-01-16 · stat.ML · cs.AI · cs.LG · stat.CO · stat.ME

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Z6GRZY2R26DV35J5ALHBBHS54Q}

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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

16 papers in Pith

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Shaping Belief States with Generative Environment Models for RL

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Denoising Diffusion Implicit Models

Molecular Design beyond Training Data with Novel Extended Objective Functionals of Generative AI Models Driven by Quantum Annealing Computer

Receipt and verification

First computed	2026-05-18T02:50:50.296105Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cf8d1ce351d7875df53d02ce109e5de428ad7bbcde3c47a12f497683574c14b5

Aliases

arxiv: 1401.4082 · arxiv_version: 1401.4082v3 · doi: 10.48550/arxiv.1401.4082 · pith_short_12: Z6GRZY2R26DV · pith_short_16: Z6GRZY2R26DV35J5 · pith_short_8: Z6GRZY2R

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/Z6GRZY2R26DV35J5ALHBBHS54Q \
  | 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: cf8d1ce351d7875df53d02ce109e5de428ad7bbcde3c47a12f497683574c14b5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5c49591e0fbbd260527d7cd09d25cc3ecd0ff1c7aecd1a7112cc95a162974847",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "stat.CO",
      "stat.ME"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2014-01-16T16:33:23Z",
    "title_canon_sha256": "09173ac70b6dc9cc3aa914d02fd1604754ab90532416983cae5ffd956c87ed65"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1401.4082",
    "kind": "arxiv",
    "version": 3
  }
}