Pith Number

pith:KBSLHMOY

pith:2017:KBSLHMOY4KUNXJLL73USF5TTBI

not attested not anchored not stored refs pending

Theoretical limitations of Encoder-Decoder GAN architectures

Andrej Risteski, Sanjeev Arora, Yi Zhang

arxiv:1711.02651 v1 · 2017-11-07 · 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{KBSLHMOY4KUNXJLL73USF5TTBI}

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	2026-05-18T00:31:07.346894Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5064b3b1d8e2a8dba56bfee922f6730a22248422ac4dc1587ddc60c10f6e9e1e

Aliases

arxiv: 1711.02651 · arxiv_version: 1711.02651v1 · doi: 10.48550/arxiv.1711.02651 · pith_short_12: KBSLHMOY4KUN · pith_short_16: KBSLHMOY4KUNXJLL · pith_short_8: KBSLHMOY

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/KBSLHMOY4KUNXJLL73USF5TTBI \
  | 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: 5064b3b1d8e2a8dba56bfee922f6730a22248422ac4dc1587ddc60c10f6e9e1e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "085b0b7876590a8df81155cd7e212c5582f09db2aec33a13fc20afb8280052ee",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-11-07T18:30:24Z",
    "title_canon_sha256": "2e8c5a7715f83117be5de57132046f0eb6e5345b4a4713a246b19802d1ccedc6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1711.02651",
    "kind": "arxiv",
    "version": 1
  }
}