Pith Number

pith:X6Z7XX4A

pith:2021:X6Z7XX4A5WPUANAUFSFY5E2BLM

not attested not anchored not stored refs pending

NAM: Normalization-based Attention Module

Nico Hoffmann, Yichao Liu, YueYang Teng, Zongru Shao

arxiv:2111.12419 v1 · 2021-11-24 · cs.CV · eess.IV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{X6Z7XX4A5WPUANAUFSFY5E2BLM}

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

1 paper in Pith

Zero-Shot Learning in Industrial Scenarios: New Large-Scale Benchmark, Challenges and Baseline

Receipt and verification

First computed	2026-07-05T03:34:51.953117Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bfb3fbdf80ed9f4034142c8b8e93415b19f9047959151fdacf28dee6bd0564ae

Aliases

arxiv: 2111.12419 · arxiv_version: 2111.12419v1 · doi: 10.48550/arxiv.2111.12419 · pith_short_12: X6Z7XX4A5WPU · pith_short_16: X6Z7XX4A5WPUANAU · pith_short_8: X6Z7XX4A

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/X6Z7XX4A5WPUANAUFSFY5E2BLM \
  | 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: bfb3fbdf80ed9f4034142c8b8e93415b19f9047959151fdacf28dee6bd0564ae

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "27753db2e6fc21500fc9433910765d8aa6f648c6f2008b90b9da02af7f18d138",
    "cross_cats_sorted": [
      "eess.IV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2021-11-24T11:06:08Z",
    "title_canon_sha256": "62a8eb3e38905b5895ead98117e7b18ba54e3dad379c17fd0aca25ac3396225d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2111.12419",
    "kind": "arxiv",
    "version": 1
  }
}