Pith Number

pith:GVPLP5PG

pith:2024:GVPLP5PGMRFVYOBG2GPZKQX7UL

not attested not anchored not stored refs pending

Improving Batch Normalization with TTA for Robust Object Detection in Self-Driving

Dacheng Liao, Huadong Ma, Liang Liu, Mengshi Qi

arxiv:2411.18860 v1 · 2024-11-28 · 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{GVPLP5PGMRFVYOBG2GPZKQX7UL}

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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

A DVDrive Approach for doScenes Instructed Driving Challenge

Receipt and verification

First computed	2026-07-05T09:41:52.714905Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

355eb7f5e6644b5c3826d19f9542ffa2c512f9697a86debf530421a5af7109e7

Aliases

arxiv: 2411.18860 · arxiv_version: 2411.18860v1 · doi: 10.48550/arxiv.2411.18860 · pith_short_12: GVPLP5PGMRFV · pith_short_16: GVPLP5PGMRFVYOBG · pith_short_8: GVPLP5PG

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/GVPLP5PGMRFVYOBG2GPZKQX7UL \
  | 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: 355eb7f5e6644b5c3826d19f9542ffa2c512f9697a86debf530421a5af7109e7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cbf548a9dff2b247755e533e5897534c2ea7e6cea330f680847e36d2b88c1378",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-11-28T01:59:34Z",
    "title_canon_sha256": "f5c4d33291e44c2333ebc18d858d904b05fe3fd55cd3ed00e1628e98f149e451"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.18860",
    "kind": "arxiv",
    "version": 1
  }
}