Pith Number

pith:LZW6BCJI

pith:2024:LZW6BCJIIYQTNHUONPS7T5IUDM

not attested not anchored not stored refs pending

Switch EMA: A Free Lunch for Better Flatness and Sharpness

Baigui Sun, Cheng Tan, Di Wu, Ge Wang, Juanxi Tian, Siyuan Li, Stan Z. Li, Tao Lin, Weiyang Jin, Yang Liu, Zedong Wang, Zicheng Liu

arxiv:2402.09240 v2 · 2024-02-14 · cs.LG · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LZW6BCJIIYQTNHUONPS7T5IUDM}

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

C-voting: Confidence-Based Test-Time Voting without Explicit Energy Functions

Receipt and verification

First computed	2026-07-05T09:16:12.634335Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5e6de089284621369e8e6be5f9f5141b2b3355fb83baf36eac64f141288ceb85

Aliases

arxiv: 2402.09240 · arxiv_version: 2402.09240v2 · doi: 10.48550/arxiv.2402.09240 · pith_short_12: LZW6BCJIIYQT · pith_short_16: LZW6BCJIIYQTNHUO · pith_short_8: LZW6BCJI

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/LZW6BCJIIYQTNHUONPS7T5IUDM \
  | 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: 5e6de089284621369e8e6be5f9f5141b2b3355fb83baf36eac64f141288ceb85

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9cbfcee4d813eb2b50c182593edfec0aed6850304cfc9d5ac361d65d2b73322a",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-14T15:28:42Z",
    "title_canon_sha256": "4ac948ad42718c9eff4851ac231091f8683334466d9ef40f56141705f5841f9f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.09240",
    "kind": "arxiv",
    "version": 2
  }
}