Pith Number

pith:W7BWHKPS

pith:2025:W7BWHKPSW6VDLFQJZD4CZHFZU4

not attested not anchored not stored refs pending

Family Matters: A Systematic Study of Spatial vs. Frequency Masking for Continual Test-Time Adaptation

Chandler Timm C. Doloriel, Fadi Al Machot, Habib Ullah, Kristian Hovde Liland, Muhammad salman siddiqui, Taki Hasan Rafi, Tor Kristian Stevik, Yeonguk Yu, Yunbei Zhang

arxiv:2512.08048 v3 · 2025-12-08 · 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{W7BWHKPSW6VDLFQJZD4CZHFZU4}

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.

Receipt and verification

First computed	2026-06-02T01:03:39.453360Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b7c363a9f2b7aa359609c8f82c9cb9a7012bacf96c3bb4d8da6727c5bb644dfb

Aliases

arxiv: 2512.08048 · arxiv_version: 2512.08048v3 · doi: 10.48550/arxiv.2512.08048 · pith_short_12: W7BWHKPSW6VD · pith_short_16: W7BWHKPSW6VDLFQJ · pith_short_8: W7BWHKPS

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/W7BWHKPSW6VDLFQJZD4CZHFZU4 \
  | 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: b7c363a9f2b7aa359609c8f82c9cb9a7012bacf96c3bb4d8da6727c5bb644dfb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4c9a7c0b12c2b332550e29ec0a26ae80ea25fd586d526e493cb40cf2297cdceb",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-12-08T21:16:44Z",
    "title_canon_sha256": "2435e9d09613537920b03af8f8c675a7a0fa64cba345a87153847beb65461853"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2512.08048",
    "kind": "arxiv",
    "version": 3
  }
}