Pith Number

pith:T6DQ2IZF

pith:2024:T6DQ2IZF422BR6BQ3SYSF7RNFJ

not attested not anchored not stored refs pending

Gradient Guidance for Diffusion Models: An Optimization Perspective

Hui Yuan, Mengdi Wang, Minshuo Chen, Yingqing Guo, Yukang Yang

arxiv:2404.14743 v2 · 2024-04-23 · stat.ML · cs.LG

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\usepackage{pith}
\pithnumber{T6DQ2IZF422BR6BQ3SYSF7RNFJ}

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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

4 papers in Pith

Demystifying Multimodal Biomolecular Co-design With Intrinsic Geodesic Coupling

Nonlinear Assimilation via Score-based Sequential Langevin Sampling

MMaDA: Multimodal Large Diffusion Language Models

Flow Matching Guide and Code

Receipt and verification

First computed	2026-07-05T09:21:03.810945Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9f870d2325e6b418f830dcb122fe2d2a4cc910af5a73310cd00f5ba4ed2a975d

Aliases

arxiv: 2404.14743 · arxiv_version: 2404.14743v2 · doi: 10.48550/arxiv.2404.14743 · pith_short_12: T6DQ2IZF422B · pith_short_16: T6DQ2IZF422BR6BQ · pith_short_8: T6DQ2IZF

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/T6DQ2IZF422BR6BQ3SYSF7RNFJ \
  | 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: 9f870d2325e6b418f830dcb122fe2d2a4cc910af5a73310cd00f5ba4ed2a975d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "893af19b7e6e139225a3e4d8ecc798bb806c287c32836adb418256e9fd2a7ced",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-04-23T04:51:02Z",
    "title_canon_sha256": "a01c4a40ae5c369fa717857d5cb72dfa5ee1e80e014e2020b62f26785de587a4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.14743",
    "kind": "arxiv",
    "version": 2
  }
}