Pith Number

pith:DVALTMSL

pith:2016:DVALTMSLV46NFCOUE7Q66IZ4EL

not attested not anchored not stored refs pending

Dynamic Attention-controlled Cascaded Shape Regression Exploiting Training Data Augmentation and Fuzzy-set Sample Weighting

Josef Kittler, Patrik Huber, William Christmas, Xiao-Jun Wu, Zhen-Hua Feng

arxiv:1611.05396 v2 · 2016-11-16 · 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{DVALTMSLV46NFCOUE7Q66IZ4EL}

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	2026-05-18T00:47:20.380761Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1d40b9b24baf3cd289d427e1ef233c22da0292d2e4ba1b5df10164dda8f59461

Aliases

arxiv: 1611.05396 · arxiv_version: 1611.05396v2 · doi: 10.48550/arxiv.1611.05396 · pith_short_12: DVALTMSLV46N · pith_short_16: DVALTMSLV46NFCOU · pith_short_8: DVALTMSL

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/DVALTMSLV46NFCOUE7Q66IZ4EL \
  | 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: 1d40b9b24baf3cd289d427e1ef233c22da0292d2e4ba1b5df10164dda8f59461

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "12c6055e3dcc5d71a2db5f45e65fc5ed8711a515b22d042c39be87a9b11e49e5",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2016-11-16T18:18:07Z",
    "title_canon_sha256": "3dad8390e2851a1eb7e0d89e511265881d773f26b0062b886e42ee8668bae092"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1611.05396",
    "kind": "arxiv",
    "version": 2
  }
}