Pith Number

pith:CPUREENN

pith:2019:CPUREENNZ67HN2EJK5WXQQ6LVI

not attested not anchored not stored refs pending

What Else Can Fool Deep Learning? Addressing Color Constancy Errors on Deep Neural Network Performance

Mahmoud Afifi, Michael S Brown

arxiv:1912.06960 v1 · 2019-12-15 · 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{CPUREENNZ67HN2EJK5WXQQ6LVI}

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	2026-07-05T00:26:17.185203Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

13e91211adcfbe76e889576d7843cbaa2f65edd0460ad8139960be345d8a6c7a

Aliases

arxiv: 1912.06960 · arxiv_version: 1912.06960v1 · doi: 10.48550/arxiv.1912.06960 · pith_short_12: CPUREENNZ67H · pith_short_16: CPUREENNZ67HN2EJ · pith_short_8: CPUREENN

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/CPUREENNZ67HN2EJK5WXQQ6LVI \
  | 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: 13e91211adcfbe76e889576d7843cbaa2f65edd0460ad8139960be345d8a6c7a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7a84c2a32abd0ba77c63bdf1f42506bfac027db8c12021833271b1c1d21edfac",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2019-12-15T02:07:05Z",
    "title_canon_sha256": "26ab6b1e4dbde8273ce81ae65af618881637359281a79b4248114d3631528d95"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1912.06960",
    "kind": "arxiv",
    "version": 1
  }
}