Pith. sign in
Pith Number

pith:GSDT3MCT

pith:2023:GSDT3MCTGT7D6SBJQJXK44UYW7
not attested not anchored not stored refs pending

Complexity Matters: Rethinking the Latent Space for Generative Modeling

Fei Chen, Haonan Wang, Jiacheng Sun, Jiawei Li, Tianyang Hu, Wenjia Wang, Zhenguo Li

arxiv:2307.08283 v2 · 2023-07-17 · cs.LG · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{GSDT3MCTGT7D6SBJQJXK44UYW7}

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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.
Receipt and verification
First computed 2026-07-05T07:06:32.056900Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

34873db05334fe3f4829826eae7298b7e38c13928f7d5548ad4f229552d3acaf

Aliases

arxiv: 2307.08283 · arxiv_version: 2307.08283v2 · doi: 10.48550/arxiv.2307.08283 · pith_short_12: GSDT3MCTGT7D · pith_short_16: GSDT3MCTGT7D6SBJ · pith_short_8: GSDT3MCT
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/GSDT3MCTGT7D6SBJQJXK44UYW7 \
  | 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: 34873db05334fe3f4829826eae7298b7e38c13928f7d5548ad4f229552d3acaf
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "cd0d147823e09228db9c637c499a1b21c91764085bb260ec7d416c3c74e25b1d",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-07-17T07:12:29Z",
    "title_canon_sha256": "ca2ad3e9440f61c79a559c03feb19cfa1f08547ad95f9b45a73cfdae21357acf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.08283",
    "kind": "arxiv",
    "version": 2
  }
}