Pith Number

pith:MMGYCY5Y

pith:2023:MMGYCY5Y7EFMFTIGZPTGYOVZZU

not attested not anchored not stored refs pending

TEA: Test-time Energy Adaptation

Bingbing Xu, Fei Sun, Huawei Shen, Liang Hou, Xueqi Cheng, Yige Yuan

arxiv:2311.14402 v2 · 2023-11-24 · 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{MMGYCY5Y7EFMFTIGZPTGYOVZZU}

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

GoTTA be Diverse: Rethinking Memory Policies for Test-Time Adaptation

Receipt and verification

First computed	2026-07-05T07:49:35.260936Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

630d8163b8f90ac2cd06cbe66c3ab9cd3c8f6ef0eb44f939706c79702ad718cb

Aliases

arxiv: 2311.14402 · arxiv_version: 2311.14402v2 · doi: 10.48550/arxiv.2311.14402 · pith_short_12: MMGYCY5Y7EFM · pith_short_16: MMGYCY5Y7EFMFTIG · pith_short_8: MMGYCY5Y

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/MMGYCY5Y7EFMFTIGZPTGYOVZZU \
  | 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: 630d8163b8f90ac2cd06cbe66c3ab9cd3c8f6ef0eb44f939706c79702ad718cb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cf89038c5b352deeb4255220bc65db13d197acc51e881c8bf435b9025ded5143",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-11-24T10:49:49Z",
    "title_canon_sha256": "8b8ba580f6adcb9202cae3d773bc0660b5d80c07347c564e160e3aba73e36ddf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.14402",
    "kind": "arxiv",
    "version": 2
  }
}