Pith Number

pith:UMLRTMTL

pith:2022:UMLRTMTLH43EVKJYCAADTS3G3C

not attested not anchored not stored refs pending

Surrogate Gap Minimization Improves Sharpness-Aware Training

Boqing Gong, Hartwig Adam, James Duncan, Juntang Zhuang, Liangzhe Yuan, Nicha Dvornek, Sekhar Tatikonda, Ting Liu, Yin Cui

arxiv:2203.08065 v2 · 2022-03-15 · cs.LG · cs.AI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UMLRTMTLH43EVKJYCAADTS3G3C}

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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

6 papers in Pith

Modeling Local, Global, and Cross-Modal Context in Multimodal 3D MRI

Adversarial Domain Prompt Tuning and Generation for Single Domain Generalization

UniAlign: A Model-Agnostic Framework for Robust Network Traffic Classification under Distribution Shifts

Sharpness-Guided Group Relative Policy Optimization via Probability Shaping

Robust Policy Optimization to Prevent Catastrophic Forgetting

Receipt and verification

First computed	2026-07-05T04:06:50.736649Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a31719b26b3f364aa938100039cb66d886846ea51e013de3a70173eb855ff553

Aliases

arxiv: 2203.08065 · arxiv_version: 2203.08065v2 · doi: 10.48550/arxiv.2203.08065 · pith_short_12: UMLRTMTLH43E · pith_short_16: UMLRTMTLH43EVKJY · pith_short_8: UMLRTMTL

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/UMLRTMTLH43EVKJYCAADTS3G3C \
  | 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: a31719b26b3f364aa938100039cb66d886846ea51e013de3a70173eb855ff553

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d812eb785612b9ec38b014744463aa9f9e5a81db412fa4ef8745e785c7953687",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-03-15T16:57:59Z",
    "title_canon_sha256": "4ab7a3731923c64a1bfb4abea5ac3d44ffa578044a9af04341b567b9ac21608b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.08065",
    "kind": "arxiv",
    "version": 2
  }
}