Pith Number

pith:4K53F4AO

pith:2023:4K53F4AORCKS2H4H55IFAKCHTA

not attested not anchored not stored refs pending

Deep Metric Learning for Computer Vision: A Brief Overview

Bhavin Jawade, Deen Dayal Mohan, Srirangaraj Setlur, Venu Govindaraj

arxiv:2312.10046 v1 · 2023-12-01 · cs.CV · cs.AI · cs.IR · 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{4K53F4AORCKS2H4H55IFAKCHTA}

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

Are encoders able to learn landmarkers for warm-starting of Hyperparameter Optimization?

Receipt and verification

First computed	2026-07-05T07:24:59.566360Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e2bbb2f00e88952d1f87ef50502847981b69e5863096bcd99b271d376a83c3f4

Aliases

arxiv: 2312.10046 · arxiv_version: 2312.10046v1 · doi: 10.48550/arxiv.2312.10046 · pith_short_12: 4K53F4AORCKS · pith_short_16: 4K53F4AORCKS2H4H · pith_short_8: 4K53F4AO

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/4K53F4AORCKS2H4H55IFAKCHTA \
  | 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: e2bbb2f00e88952d1f87ef50502847981b69e5863096bcd99b271d376a83c3f4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8e4e2767bee109995def375f7c3cb407254a363b092ff86e3e18a342a47c5817",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.IR",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-12-01T21:53:36Z",
    "title_canon_sha256": "3f6dbbf8bef2d85583e4f29f5993280a6b62216c1938bd4f4f78a8f2691e9867"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.10046",
    "kind": "arxiv",
    "version": 1
  }
}