Pith Number

pith:TIJI5CMF

pith:2024:TIJI5CMFE4YLL2RLP6T47WKLUZ

not attested not anchored not stored refs pending

Towards Faster Training of Diffusion Models: An Inspiration of A Consistency Phenomenon

Peng Mi, Ruilin Wang, Tianshuo Xu, Yingcong Chen

arxiv:2404.07946 v1 · 2024-03-14 · 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{TIJI5CMFE4YLL2RLP6T47WKLUZ}

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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

2 papers in Pith

Steering Optimisation Trajectories in Diffusion Representation Learning

Elucidating Representation Degradation Problem in Diffusion Model Training

Receipt and verification

First computed	2026-07-05T08:06:59.722380Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9a128e89852730b5ea2b7fa7cfd94ba672a7f073df7232a83b01535ecd9e7309

Aliases

arxiv: 2404.07946 · arxiv_version: 2404.07946v1 · doi: 10.48550/arxiv.2404.07946 · pith_short_12: TIJI5CMFE4YL · pith_short_16: TIJI5CMFE4YLL2RL · pith_short_8: TIJI5CMF

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/TIJI5CMFE4YLL2RLP6T47WKLUZ \
  | 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: 9a128e89852730b5ea2b7fa7cfd94ba672a7f073df7232a83b01535ecd9e7309

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "827d9cfced1171d5b0f2100c9fc16a693c55fb020533889cbb64bc3670e00a0d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-14T13:27:04Z",
    "title_canon_sha256": "481d8bba7249a22cda860cd9ec0db6061259e60342b779dcd3fe3ec85830faee"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.07946",
    "kind": "arxiv",
    "version": 1
  }
}