Pith Number

pith:5OWRRVZY

pith:2022:5OWRRVZYJLEYERWYLIT6WIYNM6

not attested not anchored not stored refs pending

K-SAM: Sharpness-Aware Minimization at the Speed of SGD

Andrew Gordon Wilson, Jonas Geiping, Micah Goldblum, Ping-yeh Chiang, Renkun Ni, Tom Goldstein

arxiv:2210.12864 v1 · 2022-10-23 · 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{5OWRRVZYJLEYERWYLIT6WIYNM6}

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

Domain-Generalization to Improve Learning in Meta-Learning Algorithms

Receipt and verification

First computed	2026-07-05T05:09:33.563993Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ebad18d7384ac98246d85a27eb230d678a770a0ef6cbadba7f730c412c3d05de

Aliases

arxiv: 2210.12864 · arxiv_version: 2210.12864v1 · doi: 10.48550/arxiv.2210.12864 · pith_short_12: 5OWRRVZYJLEY · pith_short_16: 5OWRRVZYJLEYERWY · pith_short_8: 5OWRRVZY

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/5OWRRVZYJLEYERWYLIT6WIYNM6 \
  | 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: ebad18d7384ac98246d85a27eb230d678a770a0ef6cbadba7f730c412c3d05de

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e27854589feee7193323c2b41d3507c4db7374f6abc13a66398a353aaab6eece",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-23T21:49:58Z",
    "title_canon_sha256": "b340a61685936d40e17f19aaa6f5cdcd1f98e22a54126b648c90bdb3c9c8ee7d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.12864",
    "kind": "arxiv",
    "version": 1
  }
}