Pith Number

pith:ZXKYHEH6

pith:2024:ZXKYHEH6SF5FI2TUW4FLFOYLZP

not attested not anchored not stored refs pending

STAMP: Outlier-Aware Test-Time Adaptation with Stable Memory Replay

Jian Liang, Lijun Sheng, Ran He, Yongcan Yu

arxiv:2407.15773 v2 · 2024-07-22 · 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{ZXKYHEH6SF5FI2TUW4FLFOYLZP}

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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

1 paper in Pith

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

Receipt and verification

First computed	2026-07-05T08:59:31.937046Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cdd58390fe917a546a74b70ab2bb0bcbd0d9643530b04698018b14de53e49010

Aliases

arxiv: 2407.15773 · arxiv_version: 2407.15773v2 · doi: 10.48550/arxiv.2407.15773 · pith_short_12: ZXKYHEH6SF5F · pith_short_16: ZXKYHEH6SF5FI2TU · pith_short_8: ZXKYHEH6

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/ZXKYHEH6SF5FI2TUW4FLFOYLZP \
  | 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: cdd58390fe917a546a74b70ab2bb0bcbd0d9643530b04698018b14de53e49010

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4334491dd3176aa9460bf50e443c37a1fbf3bda70da28a2e0804f15475cb96f9",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-22T16:25:41Z",
    "title_canon_sha256": "66d24e13b85b2d4864e0a33b7dc5f5ee034ddee724a614e9066813f5285f24bc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.15773",
    "kind": "arxiv",
    "version": 2
  }
}