Pith Number

pith:2ACHD5Z4

pith:2024:2ACHD5Z4JCYB5L3OYBG45PMMSW

not attested not anchored not stored refs pending

Probing the Latent Hierarchical Structure of Data via Diffusion Models

Alessandro Favero, Antonio Sclocchi, Matthieu Wyart, Noam Itzhak Levi

arxiv:2410.13770 v2 · 2024-10-17 · stat.ML · cond-mat.dis-nn · cs.LG

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\usepackage{pith}
\pithnumber{2ACHD5Z4JCYB5L3OYBG45PMMSW}

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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

3 papers in Pith

Spectral phase transitions and trainability in neural network learning dynamics

Local Diffusion Models and Phases of Data Distributions

Generative models on phase space

Receipt and verification

First computed	2026-07-05T10:22:08.086582Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d00471f73c48b01eaf6ec04dcebd8c95bf7e8fd4fbccbe1c4f0bf27e9ba5a67a

Aliases

arxiv: 2410.13770 · arxiv_version: 2410.13770v2 · doi: 10.48550/arxiv.2410.13770 · pith_short_12: 2ACHD5Z4JCYB · pith_short_16: 2ACHD5Z4JCYB5L3O · pith_short_8: 2ACHD5Z4

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/2ACHD5Z4JCYB5L3OYBG45PMMSW \
  | 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: d00471f73c48b01eaf6ec04dcebd8c95bf7e8fd4fbccbe1c4f0bf27e9ba5a67a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "af4f3757b3fbc42bcb91eddee396ff5b01e84df3c4252430141134dc03658187",
    "cross_cats_sorted": [
      "cond-mat.dis-nn",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-10-17T17:08:39Z",
    "title_canon_sha256": "d2c5df9d23b7414fc7078c0cf0ab1a074bd741f2df506c48953dbe2ff5512df0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.13770",
    "kind": "arxiv",
    "version": 2
  }
}