Pith Number

pith:WD6D2JQT

pith:2024:WD6D2JQTSZ7NL7YHU2S2Q32NWV

not attested not anchored not stored refs pending

Exponential Moving Average of Weights in Deep Learning: Dynamics and Benefits

Daniel Morales-Brotons, Hadrien Hendrikx, Thijs Vogels

arxiv:2411.18704 v1 · 2024-11-27 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WD6D2JQTSZ7NL7YHU2S2Q32NWV}

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

14 papers in Pith

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Optimizing Visual Generative Models via Distribution-wise Rewards

Exploring Line Bundle Standard Models with Transformers

No Adaptation Without Observation: Observability-Constrained Test-Time Prompt Tuning for LiDAR Semantic Segmentation

Receipt and verification

First computed	2026-07-05T09:41:49.996647Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b0fc3d2613967ed5ff07a6a5a86f4db574b020552ca183d3d1c56f40322ef74e

Aliases

arxiv: 2411.18704 · arxiv_version: 2411.18704v1 · doi: 10.48550/arxiv.2411.18704 · pith_short_12: WD6D2JQTSZ7N · pith_short_16: WD6D2JQTSZ7NL7YH · pith_short_8: WD6D2JQT

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/WD6D2JQTSZ7NL7YHU2S2Q32NWV \
  | 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: b0fc3d2613967ed5ff07a6a5a86f4db574b020552ca183d3d1c56f40322ef74e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "84a8c779853d08a04af6288e3723cf7b0b7598d4776563e8528cb4bf857f8919",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-27T19:14:27Z",
    "title_canon_sha256": "d8e5b569fd226c90ba9aaaabe6834c1432836b831252e4c8f2675a887173349b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.18704",
    "kind": "arxiv",
    "version": 1
  }
}