Pith Number

pith:SVORBNAZ

pith:2024:SVORBNAZ7EYRAL26NRYMZYVE7J

not attested not anchored not stored refs pending

MemControl: Mitigating Memorization in Diffusion Models via Automated Parameter Selection

Ondrej Bohdal, Pedro Sanchez, Raman Dutt, Sotirios A. Tsaftaris, Timothy Hospedales

arxiv:2405.19458 v4 · 2024-05-29 · cs.CV · cs.AI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SVORBNAZ7EYRAL26NRYMZYVE7J}

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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

Diffusion Models Memorize in Training -- and Generalize in Inference

Receipt and verification

First computed	2026-07-05T10:12:16.631279Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

955d10b419f931102f5e6c70cce2a4fa67e9894a11e401b4f0489d65e071b9f5

Aliases

arxiv: 2405.19458 · arxiv_version: 2405.19458v4 · doi: 10.48550/arxiv.2405.19458 · pith_short_12: SVORBNAZ7EYR · pith_short_16: SVORBNAZ7EYRAL26 · pith_short_8: SVORBNAZ

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/SVORBNAZ7EYRAL26NRYMZYVE7J \
  | 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: 955d10b419f931102f5e6c70cce2a4fa67e9894a11e401b4f0489d65e071b9f5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ede7368b74e7d3c88e16151d1b6ea3447421560ac94c16d392a30e46de4bb0fd",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-05-29T19:12:08Z",
    "title_canon_sha256": "be7b0f432126c2c3042c80b7348a14e89dd85026f1a0e69f95b405446ff62d42"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.19458",
    "kind": "arxiv",
    "version": 4
  }
}