Pith Number

pith:JSVLEIM4

pith:2023:JSVLEIM4VDUNORTHMXEQXMJI2M

not attested not anchored not stored refs pending

On the Stability of Iterative Retraining of Generative Models on their own Data

Alexandre Duplessis, Avishek Joey Bose, Gauthier Gidel, Marco Jiralerspong, Quentin Bertrand

arxiv:2310.00429 v5 · 2023-09-30 · 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{JSVLEIM4VDUNORTHMXEQXMJI2M}

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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

1 paper in Pith

Unlearning with Asymmetric Sources: Improved Unlearning-Utility Trade-off with Public Data

Receipt and verification

First computed	2026-07-05T08:03:26.775415Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4caab2219ca8e8d7466765c90bb128d318e5206192c8b9d7aec918393b7be47c

Aliases

arxiv: 2310.00429 · arxiv_version: 2310.00429v5 · doi: 10.48550/arxiv.2310.00429 · pith_short_12: JSVLEIM4VDUN · pith_short_16: JSVLEIM4VDUNORTH · pith_short_8: JSVLEIM4

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/JSVLEIM4VDUNORTHMXEQXMJI2M \
  | 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: 4caab2219ca8e8d7466765c90bb128d318e5206192c8b9d7aec918393b7be47c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3e91de1ba5061c658f0d76c578efbe60f775062712a3f07dfa0fb7352ce4fd1f",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-09-30T16:41:04Z",
    "title_canon_sha256": "5cf4063e47a4f7dfde19c6710f10957d92b7c71a87161023eafd0c2d139dc054"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.00429",
    "kind": "arxiv",
    "version": 5
  }
}