Pith Number

pith:TVKC73CX

pith:2018:TVKC73CX37RETDTLBSC66VHU66

not attested not anchored not stored refs pending

Data augmentation instead of explicit regularization

Alex Hern\'andez-Garc\'ia, Peter K\"onig

arxiv:1806.03852 v5 · 2018-06-11 · 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{TVKC73CX37RETDTLBSC66VHU66}

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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

2 papers in Pith

When Does Synthetic Data Augmentation Improve Score-Based Imbalanced Classification?

How does the optimizer implicitly bias the model merging loss landscape?

Receipt and verification

First computed	2026-07-05T01:51:04.052954Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9d542fec57dfe2498e6b0c85ef54f4f7be561f5f54f38a17afe0a17f2c3b8d9c

Aliases

arxiv: 1806.03852 · arxiv_version: 1806.03852v5 · doi: 10.48550/arxiv.1806.03852 · pith_short_12: TVKC73CX37RE · pith_short_16: TVKC73CX37RETDTL · pith_short_8: TVKC73CX

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/TVKC73CX37RETDTLBSC66VHU66 \
  | 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: 9d542fec57dfe2498e6b0c85ef54f4f7be561f5f54f38a17afe0a17f2c3b8d9c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0edb1ab039b39757e2f927934c1744ec9f0e66a034e328668486ca720c86419d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2018-06-11T08:10:18Z",
    "title_canon_sha256": "193ee2254e501678daef736573935d30c0cc18eb72acb4c63aa4eeb404445972"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1806.03852",
    "kind": "arxiv",
    "version": 5
  }
}