Pith Number

pith:VKNIZQQL

pith:2015:VKNIZQQLUSQNT5I3RRYT34ZDRE

not attested not anchored not stored refs pending

Adversarial Autoencoders

Alireza Makhzani, Brendan Frey, Ian Goodfellow, Jonathon Shlens, Navdeep Jaitly

arxiv:1511.05644 v2 · 2015-11-18 · cs.LG

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

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

3 papers in Pith

Language Models as Knowledge Bases?

MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework

Component-Based Out-of-Distribution Detection

Receipt and verification

First computed	2026-05-18T01:13:45.494907Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aa9a8cc20ba4a0d9f51b8c713df323891e03b5e00f3cab14e329ee823b2b4ee4

Aliases

arxiv: 1511.05644 · arxiv_version: 1511.05644v2 · doi: 10.48550/arxiv.1511.05644 · pith_short_12: VKNIZQQLUSQN · pith_short_16: VKNIZQQLUSQNT5I3 · pith_short_8: VKNIZQQL

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/VKNIZQQLUSQNT5I3RRYT34ZDRE \
  | 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: aa9a8cc20ba4a0d9f51b8c713df323891e03b5e00f3cab14e329ee823b2b4ee4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4cc6b0251fa93efe8a144d0a25618a486c6e5407b72e35b3efa2fe2e85e3d30b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2015-11-18T02:32:39Z",
    "title_canon_sha256": "85ea8a00ffa04e4afa2a1f1d48c6109b2e65b54ed690ccbc06d03c112e3c07a4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1511.05644",
    "kind": "arxiv",
    "version": 2
  }
}