Pith Number

pith:4BBVWJ2S

pith:2023:4BBVWJ2S6JXYTRTJJXNIQYYMBW

not attested not anchored not stored refs pending

Adaptive Guidance: Training-free Acceleration of Conditional Diffusion Models

Albert Pumarola, Ali Thabet, Angela Castillo, Bernard Ghanem, Jonas Kohler, Juan C. P\'erez, Juan Pablo P\'erez, Pablo Arbel\'aez

arxiv:2312.12487 v1 · 2023-12-19 · cs.LG · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4BBVWJ2S6JXYTRTJJXNIQYYMBW}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

Simple Approximation and Derivative Free Inference-Time Scaling for Diffusion Models via Sequential Monte Carlo on Path Measures

Receipt and verification

First computed	2026-07-05T07:26:21.642381Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e0435b2752f26f89c6694dda88630c0d8ddd49682fc4d52f2ecdf24d3b4a76d5

Aliases

arxiv: 2312.12487 · arxiv_version: 2312.12487v1 · doi: 10.48550/arxiv.2312.12487 · pith_short_12: 4BBVWJ2S6JXY · pith_short_16: 4BBVWJ2S6JXYTRTJ · pith_short_8: 4BBVWJ2S

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/4BBVWJ2S6JXYTRTJJXNIQYYMBW \
  | 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: e0435b2752f26f89c6694dda88630c0d8ddd49682fc4d52f2ecdf24d3b4a76d5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "600968acb13dbb3a17e0599e4ddaa94a5d4ea883581e09ae94da2e0392253d9f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-12-19T17:08:48Z",
    "title_canon_sha256": "a41894490a93382172235784396bacd2a58b05fcd67b01a2ae2cc472d3073f3f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.12487",
    "kind": "arxiv",
    "version": 1
  }
}