Pith. sign in
Pith Number

pith:A3W3MPZV

pith:2025:A3W3MPZVEUB7XDVYCXFSUJ2XCI
not attested not anchored not stored refs pending

Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation

Fan Zhang, Guiguang Ding, Hui Chen, Jungong Han, Tianxiang Hao, Yiwen Liang, Yizhe Xiong, Zihan Zhou, Zijia Lin

arxiv:2508.03388 v2 · 2025-08-05 · cs.CV

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{A3W3MPZVEUB7XDVYCXFSUJ2XCI}

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 2026-07-05T11:49:34.625948Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

06edb63f352503fb8eb815cb2a2757122dd51066223274255aed8ad11ba25b8a

Aliases

arxiv: 2508.03388 · arxiv_version: 2508.03388v2 · doi: 10.48550/arxiv.2508.03388 · pith_short_12: A3W3MPZVEUB7 · pith_short_16: A3W3MPZVEUB7XDVY · pith_short_8: A3W3MPZV
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/A3W3MPZVEUB7XDVYCXFSUJ2XCI \
  | 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: 06edb63f352503fb8eb815cb2a2757122dd51066223274255aed8ad11ba25b8a
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "718926d766d4e836f3a4f520cad08be728a7c926810ebeaa7698d33627da8b97",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-08-05T12:40:55Z",
    "title_canon_sha256": "4d1ffc9f97dc8710c796b285916aab0f9eb46f9b738728b05ef19107eb012de6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.03388",
    "kind": "arxiv",
    "version": 2
  }
}