Pith Number

pith:EE3OM4M4

pith:2025:EE3OM4M4PDIKA6QTQEGADB7FET

not attested not anchored not stored refs pending

Learning from Noise: Enhancing DNNs for Event-Based Vision through Controlled Noise Injection

Kamil Jeziorek, Marcin Kowalczyk, Tomasz Kryjak

arxiv:2506.03918 v1 · 2025-06-04 · 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{EE3OM4M4PDIKA6QTQEGADB7FET}

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	2026-07-05T11:15:54.064404Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2136e6719c78d0a07a13810c0187e524ca22db719ce7534f282c95574af6dfd6

Aliases

arxiv: 2506.03918 · arxiv_version: 2506.03918v1 · doi: 10.48550/arxiv.2506.03918 · pith_short_12: EE3OM4M4PDIK · pith_short_16: EE3OM4M4PDIKA6QT · pith_short_8: EE3OM4M4

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/EE3OM4M4PDIKA6QTQEGADB7FET \
  | 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: 2136e6719c78d0a07a13810c0187e524ca22db719ce7534f282c95574af6dfd6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "21a9a3c620231562a3bd7bd27f438f37b9383860f58c241922eb5f6c74e72dd0",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-06-04T13:10:26Z",
    "title_canon_sha256": "d4ed39641927c6b0004653b9344a6df9a66de3dce080479d0fb9c2c37c49ae85"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.03918",
    "kind": "arxiv",
    "version": 1
  }
}