Pith Number

pith:IYQRRX5F

pith:2019:IYQRRX5FCKNHYNVYWWXHAECPM2

not attested not anchored not stored refs pending

Making Better Mistakes: Leveraging Class Hierarchies with Deep Networks

Konstantinos Tertikas, Luca Bertinetto, Nicholas A. Lord, Romain Mueller, Sina Samangooei

arxiv:1912.09393 v2 · 2019-12-19 · cs.CV · 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{IYQRRX5FCKNHYNVYWWXHAECPM2}

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.

Cited by

1 paper in Pith

Leveraging Multimodality for Real-Time Classification of Transients and Variables found by the Zwicky Transient Facility

Receipt and verification

First computed	2026-07-05T01:09:40.149266Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

462118dfa5129a7c36b8b5ae70104f6692393be657309c5d6e9f04f1491f18d0

Aliases

arxiv: 1912.09393 · arxiv_version: 1912.09393v2 · doi: 10.48550/arxiv.1912.09393 · pith_short_12: IYQRRX5FCKNH · pith_short_16: IYQRRX5FCKNHYNVY · pith_short_8: IYQRRX5F

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/IYQRRX5FCKNHYNVYWWXHAECPM2 \
  | 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: 462118dfa5129a7c36b8b5ae70104f6692393be657309c5d6e9f04f1491f18d0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8d443c1fdcc2ca1fb8cd4c15438e4b18e59aeadc050cbdef45374d048e0353be",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2019-12-19T17:08:51Z",
    "title_canon_sha256": "4778f242a64ab3d773a86c1570248f961dbba86dd2ae578550175046d729e531"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1912.09393",
    "kind": "arxiv",
    "version": 2
  }
}