Pith Number

pith:4ZCAS523

pith:2025:4ZCAS523WDM2WKRCVW72TB6SUG

not attested not anchored not stored refs pending

Generalization of Diffusion Models Arises with a Balanced Representation Space

Lianghe Shi, Meng Wu, Molei Tao, Qing Qu, Xiang Li, Xiao Li, Zekai Zhang

arxiv:2512.20963 v3 · 2025-12-24 · cs.LG · cs.CV

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4ZCAS523WDM2WKRCVW72TB6SUG}

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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

Proximal-Based Generative Modeling for Bayesian Inverse Problems

Receipt and verification

First computed	2026-06-08T01:05:05.767190Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e64409775bb0d9ab2a22adbfa987d2a18d41a243c16017c769eaa3d67a1a9c41

Aliases

arxiv: 2512.20963 · arxiv_version: 2512.20963v3 · doi: 10.48550/arxiv.2512.20963 · pith_short_12: 4ZCAS523WDM2 · pith_short_16: 4ZCAS523WDM2WKRC · pith_short_8: 4ZCAS523

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/4ZCAS523WDM2WKRCVW72TB6SUG \
  | 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: e64409775bb0d9ab2a22adbfa987d2a18d41a243c16017c769eaa3d67a1a9c41

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6d6986b3a2c2436eea904b88a7195ec3eb5baa8ae04ed2b01e953d5afd900373",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-12-24T05:40:40Z",
    "title_canon_sha256": "efad3111f27900102d1008078dd301363890e618f913708bd60544ad50ad8226"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2512.20963",
    "kind": "arxiv",
    "version": 3
  }
}