Pith Number

pith:KHUO3E6T

pith:2017:KHUO3E6TJFUUISO37ZPOX4TKKN

not attested not anchored not stored refs pending

Energy-Based Sequence GANs for Recommendation and Their Connection to Imitation Learning

Chanju Kim, Heonseok Ha, Jaeyoon Yoo, Jihun Yi, Jongha Ryu, Jung-Woo Ha, Sungroh Yoon, Young-Han Kim

arxiv:1706.09200 v1 · 2017-06-28 · cs.IR · 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{KHUO3E6TJFUUISO37ZPOX4TKKN}

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	2026-05-18T00:41:19.465655Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

51e8ed93d349694449dbfe5eebf26a53776c0be711745a888b187749121047d9

Aliases

arxiv: 1706.09200 · arxiv_version: 1706.09200v1 · doi: 10.48550/arxiv.1706.09200 · pith_short_12: KHUO3E6TJFUU · pith_short_16: KHUO3E6TJFUUISO3 · pith_short_8: KHUO3E6T

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/KHUO3E6TJFUUISO37ZPOX4TKKN \
  | 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: 51e8ed93d349694449dbfe5eebf26a53776c0be711745a888b187749121047d9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e60eaf2b9770d22128ecc65bf68911f82b0a085ab48055c622d9c5465739760f",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2017-06-28T10:12:01Z",
    "title_canon_sha256": "5d2a83ff732e2e5535eaa12cf99627c3d6538f9f752476611a1f9060e749a8fe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1706.09200",
    "kind": "arxiv",
    "version": 1
  }
}