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Pith
Pith Number

pith:D4CS6GNI

pith:2021:D4CS6GNIIYVXBFK24CV7LFX3OO
not attested not anchored not stored refs pending

How Shift Equivariance Impacts Metric Learning for Instance Segmentation

Ashkan Mokarian, Dagmar Kainmueller, Jan Funke, Josef Lorenz Rumberger, Lisa Mais, Melanie Dohmen, Peter Hirsch, Vanessa Emanuela Guarino, Xiaoyan Yu

arxiv:2101.05846 v3 · 2021-01-14 · cs.CV · cs.LG · eess.IV

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\usepackage{pith}
\pithnumber{D4CS6GNIIYVXBFK24CV7LFX3OO}

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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 2026-07-05T03:07:04.499675Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

1f052f19a8462b70955ae0abf596fb73846b3145f653b097cda0c2997a95c34d

Aliases

arxiv: 2101.05846 · arxiv_version: 2101.05846v3 · doi: 10.48550/arxiv.2101.05846 · pith_short_12: D4CS6GNIIYVX · pith_short_16: D4CS6GNIIYVXBFK2 · pith_short_8: D4CS6GNI
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/D4CS6GNIIYVXBFK24CV7LFX3OO \
  | 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: 1f052f19a8462b70955ae0abf596fb73846b3145f653b097cda0c2997a95c34d
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "fdda51490056fa872db490c159d8c54dcd8d57eb0544590c6c0c693febad0431",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.IV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2021-01-14T19:48:24Z",
    "title_canon_sha256": "7b6a6b8698259f22b28ceb533338f43b000f50ecbd93d735b72e07e30cd91d05"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2101.05846",
    "kind": "arxiv",
    "version": 3
  }
}