Pith Number

pith:3QVOJMGG

pith:2023:3QVOJMGGWSIZ5HL2BIRXMH3EYL

not attested not anchored not stored refs pending

On Pitfalls of Test-Time Adaptation

Alexandre Alahi, Hao Zhao, Tao Lin, Yuejiang Liu

arxiv:2306.03536 v1 · 2023-06-06 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3QVOJMGGWSIZ5HL2BIRXMH3EYL}

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

4 papers in Pith

Contrastive Residual Energy Test-time Adaptation

Test-Time Distillation for Continual Model Adaptation

Neural Collapse in Test-Time Adaptation

Learning Robustness at Test-Time from a Non-Robust Teacher

Receipt and verification

First computed	2026-07-05T06:17:59.269441Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dc2ae4b0c6b4919e9d7a0a23761f64c2ffcf881b801df67dc038cd840bc897c9

Aliases

arxiv: 2306.03536 · arxiv_version: 2306.03536v1 · doi: 10.48550/arxiv.2306.03536 · pith_short_12: 3QVOJMGGWSIZ · pith_short_16: 3QVOJMGGWSIZ5HL2 · pith_short_8: 3QVOJMGG

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/3QVOJMGGWSIZ5HL2BIRXMH3EYL \
  | 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: dc2ae4b0c6b4919e9d7a0a23761f64c2ffcf881b801df67dc038cd840bc897c9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "df967fcb587d12b8f40623abb4a4ff40e85474e905247c544dd9e6d20aa02317",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-06T09:35:29Z",
    "title_canon_sha256": "7a5b06241e83d60ceda6bd6a50a56c3855bc1dc66690be7c07694b8971cba4ac"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.03536",
    "kind": "arxiv",
    "version": 1
  }
}