Pith Number

pith:5FH6HBGW

pith:2022:5FH6HBGWGWPB3GRYKRJYCFGWE7

not attested not anchored not stored refs pending

SIoU Loss: More Powerful Learning for Bounding Box Regression

Zhora Gevorgyan

arxiv:2205.12740 v1 · 2022-05-25 · cs.CV · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5FH6HBGWGWPB3GRYKRJYCFGWE7}

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

2 papers in Pith

Zero-Shot Learning in Industrial Scenarios: New Large-Scale Benchmark, Challenges and Baseline

GateMOT: Q-Gated Attention for Dense Object Tracking

Receipt and verification

First computed	2026-07-05T04:26:29.413896Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e94fe384d6359e1d9a3854538114d627fbec81933e7a4d07217ee3b84f82b820

Aliases

arxiv: 2205.12740 · arxiv_version: 2205.12740v1 · doi: 10.48550/arxiv.2205.12740 · pith_short_12: 5FH6HBGWGWPB · pith_short_16: 5FH6HBGWGWPB3GRY · pith_short_8: 5FH6HBGW

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/5FH6HBGWGWPB3GRYKRJYCFGWE7 \
  | 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: e94fe384d6359e1d9a3854538114d627fbec81933e7a4d07217ee3b84f82b820

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "687ffd4a0473ce9eb571c745c70ad5809576613b2d84c515d9c686e4b4555edc",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-05-25T12:46:21Z",
    "title_canon_sha256": "396b04b5374714e59f52d2756e469f3403d5a6c5847c0563ff33bd337b1deb93"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.12740",
    "kind": "arxiv",
    "version": 1
  }
}