Pith Number

pith:E3CPE3BC

pith:2025:E3CPE3BCOS37WFZISWT7WIERXE

not attested not anchored not stored refs pending

Dealing with the Evil Twins: Improving Random Augmentation by Addressing Catastrophic Forgetting of Diverse Augmentations

Dongkyu Cho, Rumi Chunara

arxiv:2506.08240 v2 · 2025-06-09 · 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{E3CPE3BCOS37WFZISWT7WIERXE}

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	2026-07-05T11:28:37.077971Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

26c4f26c2274b7fb172895a7fb2091b92b356810711090d2d78984bb262fe396

Aliases

arxiv: 2506.08240 · arxiv_version: 2506.08240v2 · doi: 10.48550/arxiv.2506.08240 · pith_short_12: E3CPE3BCOS37 · pith_short_16: E3CPE3BCOS37WFZI · pith_short_8: E3CPE3BC

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/E3CPE3BCOS37WFZISWT7WIERXE \
  | 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: 26c4f26c2274b7fb172895a7fb2091b92b356810711090d2d78984bb262fe396

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "84af79d2c4a7f7d1de64e85ce7469dd3fe56ab113793679c74a48fbf518469c5",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-09T21:18:13Z",
    "title_canon_sha256": "d7fc720ed65f97bade3c31eb5701ee4591f338177f02d4b0afb5d0216ed712f4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.08240",
    "kind": "arxiv",
    "version": 2
  }
}