Pith Number

pith:CZVSCJIS

pith:2024:CZVSCJISGTE35M2NU6DDUE7ZON

not attested not anchored not stored refs pending

Dynamic Prompt Allocation and Tuning for Continual Test-Time Adaptation

Chaoran Cui, Chunyun Zhang, Hui Liu, Shuai Gong, Yilong Yin, Yongrui Zhen

arxiv:2412.09308 v1 · 2024-12-12 · 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{CZVSCJISGTE35M2NU6DDUE7ZON}

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	2026-07-05T09:48:22.925109Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

166b21251234c9beb34da7863a13f973571edee284895563b996101218e1a1ea

Aliases

arxiv: 2412.09308 · arxiv_version: 2412.09308v1 · doi: 10.48550/arxiv.2412.09308 · pith_short_12: CZVSCJISGTE3 · pith_short_16: CZVSCJISGTE35M2N · pith_short_8: CZVSCJIS

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/CZVSCJISGTE35M2NU6DDUE7ZON \
  | 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: 166b21251234c9beb34da7863a13f973571edee284895563b996101218e1a1ea

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7c6aa3a9aab4b93c9aca50f2317ef28b100762f34466635a3172d2a72291e0ee",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-12T14:24:04Z",
    "title_canon_sha256": "759100dcc640a6a81233c8b41196b91dd63ea9533aa7b1728c2c16394dddf5b0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.09308",
    "kind": "arxiv",
    "version": 1
  }
}