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Pith Number

pith:IJHWFYFP

pith:2025:IJHWFYFPXFFBWZLCCSBREHF3DP
not attested not anchored not stored refs pending

Score-of-Mixture Training: Training One-Step Generative Models Made Simple via Score Estimation of Mixture Distributions

Gregory Wornell, J. Jon Ryu, Tejas Jayashankar

arxiv:2502.09609 v3 · 2025-02-13 · cs.LG · cs.AI · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{IJHWFYFPXFFBWZLCCSBREHF3DP}

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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

Receipt and verification
First computed 2026-07-05T11:36:55.385435Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

424f62e0afb94a1b65621483121cbb1bd7e28b2c95886b0686be1aad673da4ed

Aliases

arxiv: 2502.09609 · arxiv_version: 2502.09609v3 · doi: 10.48550/arxiv.2502.09609 · pith_short_12: IJHWFYFPXFFB · pith_short_16: IJHWFYFPXFFBWZLC · pith_short_8: IJHWFYFP
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/IJHWFYFPXFFBWZLCCSBREHF3DP \
  | 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: 424f62e0afb94a1b65621483121cbb1bd7e28b2c95886b0686be1aad673da4ed
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "719f4dc763a2907033bfc68a63a1929cb686ee12eaee1fd89f63e2b7a16d3ccd",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-13T18:57:20Z",
    "title_canon_sha256": "3d1ec09d06ba50de77602f01683261cd703e236da720c94c5f94b95312f29d50"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.09609",
    "kind": "arxiv",
    "version": 3
  }
}